Application of Wind Power Generation in Grid Connected Power System.

Size: px
Start display at page:

Download "Application of Wind Power Generation in Grid Connected Power System."

Transcription

1 Application of Wind Power Generation in Grid Connected Power Sytem. Kenneth E. Okedu Ph.D. Department of Electrical and Electronic Engineering, Univerity of Port Harcourt, Nigeria ABSTRACT Thi paper preent application of wind power generation in a grid connected multi-machine power ytem. An overview of wind energy technology and the current world wind energy cenario are preented. Variou power generating unit were conidered in the prototype model of tudy. Merit and drawback of ingle and multi-machine ytem, fixed and variable peed wind turbine were alo preented. Focu wa made on the wind-dieel ytem in the multimachine model preented. The wind power impact on power quality wa alo dicued. In addition, the tranmiion ytem to hore (high voltage direct current - HVDC and high voltage alternating current - HVAC) were analyzed repectively. The proce of producing hydrogen ga a a mean of tranporting and balancing wind power production, through an electrolyzer unit connected to the variable peed wind turbine in the offhore wind farm wa analyzed. The variable peed drive mathematical imulink differential equation were alo preented. Simulation analye were carried out in power ytem computer aided deign and electromagnetic tranient including DC (PSCAD/EMTDC) to demontrate the repone of the prototype model of the tudy. (Keyword: variable peed wind turbine, wind energy, hydrogen ga, onhore network, offhore network.) INTRODUCTION Energy i an eential ingredient of ocioeconomic development and economic growth. Renewable energy ource like wind energy are indigenou and can help in reducing the dependency on foil fuel [1]. Currently, about 87% of total energy i generated from foil fuel (coal, oil, and natural ga), 6% i generated in nuclear plant, and the remaining 7% come from renewable ource (mainly hydro and wind power) [2]. Unfortunately, the world ha limited amount of foil fuel and nuclear power reource. According to current etimate, the natural uranium for nuclear power will lat only about 50 year; oil will lat no more than 100 year; ga, 150 year; and coal, 200 year. Alo, our overdependence on foil and nuclear fuel i cauing environmental pollution and afety problem, which are now becoming dominant iue in our ociety. The impact of the environmental pollution on global warming and the reulting climatic change can have diatrou conequence in the long run. Hence, at thi juncture, the world i turning more and more to environmental clean and afe renewable energy ource like wind, photovoltaic, and fuel cell. The world ha enormou reource of wind energy, and it ha been etimated that tapping barely 10% of the wind energy available could upply all the electricity need of the world [2, 3]. The recent technological advance in variablepeed wind turbine, power electronic, drive, and control have made wind energy competitive with coal and natural ga power. However, one of the problem of wind energy i that it availability i poradic, and, therefore, it need to be backed by other power ource. Photovoltaic ytem have the additional advantage of being tatic and barely requiring repair and maintenance. However, photovoltaic power i typically five time more expenive than wind power, though there i tremendou reearch and development effort to develop low-cot photovoltaic panel for widepread terretrial application. The Pacific Journal of Science and Technology 87

2 Solar power converion efficiency i typically around 16%, and it availability i alo poradic. The primary fuel for fuel cell energy i hydrogen or a foil fuel type like gaoline or methanol, with a reformer. Fuel cell are tatic and have high converion efficiency of about 60%. However, they are bulky and expenive and have poor tranient repone in their current tate. Fuel cell how tremendou promie for the future, particularly for electric car, although a tremendou amount of reearch and development i needed to achieve thi goal. Thi paper addree application of wind power generation in a grid connected multi-machine power ytem. An overview of wind energy technology and the current world wind energy cenario are preented. Variou power generating unit were conidered in the prototype model of tudy. Merit and drawback of ingle and multi-machine ytem, fixed and variable peed wind turbine were alo preented. Focu wa made on the wind-dieel ytem in the multimachine model preented. The wind power impact on power quality wa alo dicued, in addition to the tranmiion ytem to hore (high voltage direct current - HVDC and high voltage alternating current - HVAC). The mean of producing hydrogen ga for tranporting and balancing wind power production, through an electrolyzer unit connected to the variable peed wind turbine in the offhore wind farm wa analyzed. The variable peed drive mathematical imulink differential equation were alo preented. Simulation analye were carried out in power ytem computer aided deign and electromagnetic tranient including DC (PSCAD/EMTDC) to how the repone of the prototype model conidered. OVERVIEW OF WIND ENERGY TECHONLOGY Wind i the indirect form of olar energy and i alway being replenihed by the un. Wind i caued by differential heating of the Earth` urface by the un. It ha been etimated that roughly 10 million MW of energy are continuouly available in the Earth wind [4-6]. Wind energy provide an environmental friendly option and national energy ecurity at a time when decreaing global reerve of foil fuel threaten the long-term utainability of global economy. The wind turbine technology ha a unique technical identity and unique demand in term of the method ued for deign. Remarkable advance in the wind power deign have been achieved due to modern technological development. Since 1980, advance in aerodynamic, tructural dynamic, and micrometeorology have contributed to a 5% annual increae in the energy yield of the turbine [7-11]. Current reearch technique are producing tronger, lighter, and more efficient blade for wind turbine. The annual energy output for turbine ha increaed enormouly and the weight of the turbine and the noie they emit have been halved over the lat few year. More power can be generated from wind energy by etablihment of many wind monitoring tation, election of wind farm ite with uitable wind generator, improved maintenance procedure of wind turbine to increae the machine availability, ue of large capacity machine, low wind regime turbine, higher tower height, wider wept area of the rotor blade, better aerodynamic and tructural deign, fater computer-baed machining technique, increaing power factor and better policie from government. Even among the other application of renewable energy technologie, power generation through wind ha an edge becaue of it technological maturity, good infratructure and relative cot competitivene. Wind energy i expected to play an increaing important role in the future national energy cene [1, 3 and 12]. Wind turbine convert the kinetic energy of the wind to electrical energy by rotating the blade. Greenpeace tate that about 10% electricity can be upplied by the wind by the year At good windy ite, it i already competitive with traditional foil fuel power tation. With thi improved technology and uperior economic, expert predict wind power would capture 5% of the world energy market by Advanced wind turbine mut be more efficient, more robut and le cotly than current wind turbine. WORLD WIND ENERGY SCENARIO Detail on the world wind energy cenario in November, 2011, baed on the world wind energy aociation (WWEA) report [13] are a follow. Worldwide capacity reached 196,630 MW, out of which 37,642 MW were added in 2010, lightly le than in The Pacific Journal of Science and Technology 88

3 World Total Intalled Capacity [MW] Figure 1: World Total Intalled Capacity of Wind Energy [13]. Wind power howed a growth rate of 23.6%, the lowet growth ince 2004 and the econd lowet growth of the pat decade. All wind turbine intalled by the end of 2010 worldwide can generate 430 TWh per annum, more than the total electricity demand of the United Kingdom, the ixth larget economy of the world, and equaling 2.5% of the global electricity conumption. The wind ector in 2010 had a turnover of 40billion Euro and employed 670,000 peron worldwide. China became number one in total intalled capacity and the center of the international wind indutry, and added 18,928 MW within one year, accounting for more than 50% of the world market for new wind turbine. Major decreae in new intallation can be oberved in North America and the USA lot it number one poition in total capacity to China. Many Wetern European countrie are howing tagnation, wherea there i trong growth in a number of Eatern European countrie. Germany keep it number one poition in Europe with 27,215 MW, followed by Spain with 20,676 MW. The highet hare of wind power can be found in three European countrie: Denmark (21%), Portugal (18%) and Spain 16%). Aia accounted for the larget hare of new intallation (54.6%), followed by Europe (27.0%) and North America (16.7%). Latin America (1.2%) and Africa (0.4%) till play only a marginal role in new intallation. In Africa, North Africa till repreent large hare of intalled capacity, and wind energy play hardly a role yet in Sub-Sahara Africa. Nuclear diater in Japan and oil pill in Gulf of Mexico will have long-term impact on the propect of wind energy. Government need to urgently reinforce their wind energy policie. The World Wind Energy Aociation (WWEA) ee a global capacity of 600,000 MW a poible by the year 2015 and more than 1,500,000 MW by the year 2020 [13]. In the year 2010, the wind capacity reached worldwide MW a hown in Figure 1, after 159,050 MW in 2009, 120,903 MW in 2008, and 93,930 MW in 2007 [14-17]. Invetment in new wind turbine aw a decline in many part of the world. For the firt time in more than two decade, the market for new wind turbine wa maller than in the previou year and reached an overall ize of 37,642 MW, after 38,312 MW in China accounted for more than half of the world wind market Without taking into account China, the world market hrank by one third and decreaed from 24,512 MW to 18,714 MW. Still and in pite of the lowdown, the intalled wind capacity ha been more than doubled every third year. In the year 2010, altogether 83 countrie, one more than in 2009, ued wind energy for The Pacific Journal of Science and Technology 89

4 electricity generation. 52 countrie increaed their total intalled capacity, after 49 in the previou year. The turnover of the wind ector worldwide reached 55 billion US$ in 2010, after 70 billion US$ in the year The decreae i due to lower price for wind turbine and a hift toward China [13]. The decreae in new intallation outide China can be een a a reult of inufficient political upport for wind energy utilization. In a paradox ituation, more and more policy maker are declaring their upport for increaed ue of wind energy, but uch tatement do not follow with the neceary political deciion. While the year 2009 had een two major miletone the firt North American feed-in law in Ontario and the introduction of the firt feed-in tariff in Africa, the year 2010 did not bring comparable breakthrough deciion in national or international policie. Epecially in the USA, there i major regulatory uncertainty and not enough focu on renewable energy. Alo in many developing countrie there i till a huge policy gap and there i not yet enough tability and reliability in market framework, next to a lack of financial reource. In addition, the neceary international framework for renewable energy have not yet been etablihed. The year 2010 howed the econd lowet growth rate, 23.6%, of the lat decade. The growth rate i the relation between the new intalled wind power capacity and the intalled capacity of the previou year. Before 2010, the annual growth rate even had continued to increae ince 2004, peaking in 2009 at 31.7%, the highet rate ince The highet growth rate of the year 2010 by country can be found in Romania, which increaed it capacity by 40 time. The econd country with a growth rate of more than 100% wa Bulgaria (112%). In the year 2009, till four major wind market had more than doubled their wind capacity: China, Mexico, Turkey, and Morocco. Next to China, trong growth could be found mainly in Eatern European and South Eatern European countrie: Romania, Bulgaria, Turkey, Lithuania, Poland, Hungary, Croatia and Cypru, and Belgium. Africa (with the exception of Egypt and Morocco) and Latin America (with the exception of Brazil), are again lagging behind the ret of the world in the commercial ue of wind power. PROTOTYPE MODEL OF STUDY Figure 2 how the prototype model conidered for thi tudy. Two wind farm uing fixed peed wind turbine (FSWT) and variable peed wind turbine (VSWT) are connected to the multimachine power ytem. The FSWT wind farm i onhore, while the VSWT wind farm i offhore. Some highlight about ingle and multi-machine ytem are given below. Single Machine Sytem Ha only one type of machine. Simple in tructure. Not realitic cae for tudy becaue i normally connected to an infinite bu, hence cannot be ued to actually judge ytem performance. Multi-Machine Sytem Ha different type of machine. Complex in tructure. Give a realitic cenario of a tudy and can be ued to effectively judge performance of a propoed ytem or controller. Alo, ome of the merit and drawback of FSWT and VSWT are itemized a follow. Fixed Speed Wind Turbine (FSWT) Ha fixed peed operation, thu the power captured i limited. Technology ha limited ability to provide voltage and frequency control. Ha uperior characteritic uch a bruhle and rugged contruction, low cot, maintenance free, and operational implicity. Require large reactive power to recover the air gap flux when a hort circuit fault occur in the power ytem. The intallation of reactive power compenation device to upport the fixed wind peed generator increae the overall cot of the ytem. The Pacific Journal of Science and Technology 90

5 Variable Speed Wind Turbine (VSWT) Ha variable peed operation making it poible to achieve a high efficiency of energy converion compared to contant peed operation epecially in low wind peed area. Ability to decouple control of active and reactive power rapidly and independently by econdary excitation control. Thu, ytem tend to be more table during network diturbance. The reduction of mechanical tree and acoutic noie. Improvement of the power quality of the ytem without external reactive power compenation device. The required capacity of the power converter for econdary excitation can be le than half for the cae of a DFIG ytem, and thu the total cot decreae. Wind-Dieel Sytem Figure 2 how a larger AC coupled wind-dieel power ytem in ection B, C, and D repectively. A technically effective wind dieel ytem upplie firm power, uing wind power to reduce fuel conumption while maintaining acceptable power quality. In order to be economically viable, the invetment in the extra equipment that i needed to incorporate wind power, including the wind turbine themelve, mut be recouped by the value of the fuel aving and other benefit [18]. A the ratio of the intalled wind capacity to the ytem increae, the required equipment needed to maintain a table AC grid alo increae, forcing an optimum amount of wind power in a given ytem. It hould be noted that other dieel retrofit option do exit and thee include the ue of other renewable technologie, uch a bioma, or imply better control of the dieel generator [19]. A typical iolated dieel power upply ytem ha the following characteritic [18-20]. It ha only one or few dieel generating et. By uing a number of dieel genet of cacading ize an optimal loading of dieel genet may be obtained, thu increaing the efficiency of the dieel plant. The exiting power ytem ha quite imple controller, often only the governor and voltage regulator of the dieel generator poibly upplemented by load haring or elf-ynchronizing device. The local infratructure may be limited and there may be no readily available reource for operation, maintenance and replacement. Fuel i generally expenive and i ometime carce and prone to delivery and torage problem. The dieel engine provide adequate frequency control by the adjutment of power production to meet the load and voltage control by modifying the field on the generator. In technical term, an iolated power ytem for a large community that incorporate wind power (only ection B, C, and D in Figure 2) will be defined a a wind-dieel ytem when both the ytem layout and operation are ignificantly influenced by the preence of wind power in term of: Frequency control, tability of ytem voltage and limited harmonic ditortion. The operating condition of the dieel generator, epecially with regard to minimum load, Proviion for the ue of any urplu wind power. Operation, maintenance and repair of any ytem component. Wind-dieel power ytem can vary from imple deign in which wind turbine are connected directly to the dieel grid with a minimum of additional feature (a hown in Figure 2), to more complex ytem [21, 22]. The important complication of adding wind power to dieel plant i that the production of energy from the wind turbine i controlled by the wind, meaning mot turbine cannot control either line frequency or voltage and mut rely on other equipment to do o a will be hown in the imulation reult analyi. With only mall amount of wind energy, the dieel engine can provide thi control function, but with larger amount of wind energy, other equipment like the energy capacitor ytem (ECS), uper magnetic energy torage (SMES) ytem, etc. are neceary. The Pacific Journal of Science and Technology 91

6 Available wind peed Section C Section A Control ytem Hydro turbine AC Fixed peed wind turbine DC bu DC AC AC bu (FSWT) AC Rotary converter Battery Section E Dipatched load Nuclear plant AC Sytem grid voltage Dieel AC (ection B) Available wind peed Onhore network Section D Onhore ubtation SVC unit Variable peed wind turbine (VSWT) AC Shore line XLPE cable Electrolyzer Tranformer Offhore ubtation SVC unit Offhore wind farm Figure 2: Prototype Model of Study. Conidering the above factor, two overlapping iue trongly influence ytem deign and it required component. The firt i the amount of energy that i expected from the renewable ource (known a ytem penetration), while the econd i the ability of the power ytem to maintain a balance of power between generation and conumption (otherwie known a the primary ue for energy torage). The Pacific Journal of Science and Technology 92

7 WIND POWER IMPACT ON POWER QUALITY In ytem with turbine connected to the AC bu, the critical conideration i the variation of the power output from wind turbine and it impact on the operation of the power ytem and on power quality. Thi impact increae a the level of penetration increae [18]. The influence on power quality i mainly noted in the level and fluctuation of ytem voltage and frequency, the hape of the voltage ignal or power harmonic and it ability to manage a reactive power balance. It i alo important that the voltage of the ditribution network remain contant, epecially when interconnected to the wind turbine. The tranient and dynamic impact of wind turbine in ingle and multi-machine ytem have been tudied by the author in [23-40]. In all power ytem that produce AC power, three critical parameter mut be maintained: Sytem frequency: the balance of energy being produced and energy being conumed. If more energy i being produced, the frequency will increae. Active or real and reactive power: depending on the type of load and device being ued, a balance of active and reactive power mut be maintained. In addition, ome load will require large amount of reactive power, uch a any inductive motor, and the equipment operating the ytem will need to provide thi reactive power. Sytem voltage: table voltage from the ource i required to enure the proper operation of many common load. Different device can be ued to control different apect of ytem power quality. The need for different device will depend on the intantaneou penetration of renewable (i.e., wind energy that i expected). The higher the penetration, the more one mut worry about how thi will impact power quality and the more device that mut be added to the ytem to enure high quality electrical power. TRANSMISSION SYSTEM FOR OFFSHORE WIND FARMS The tranmiion ytem for offhore wind farm ue either high voltage alternating current (HVAC) or high voltage direct current (HVDC) connection. For the HVDC connection, there are two technical option. The line commutated converter (LCC) baed HVDC and the voltage ource converter (VSC) baed HVDC technology. An HVAC tranmiion ytem conit of the following main component [18, 41, and 42]: an AC baed controller ytem within the wind farm; an offhore tranformer tation including offhore reactive power compenation; three-core polyethylene inulation (XLPE) HVAC cable to hore, and onhore, and a tatic VAR compenator (SVC) unit a hown in Figure 2. With an increaing ditance to hore, reactive power compenation will be required at both end of the cable (offhore and onhore). Thi reactive power would be provided by the SVC unit. The main diadvantage of the of the HVAC ytem i that with increaing wind farm ize and ditance to hore, load loe will increae ignificantly. Alo, an increae in the tranmiion voltage level will lead to larger and more expenive equipment like tranformer and cable. However, an increae in the voltage level i jutifiable if an increae in capacity i required. The advantage of line commutated converter (LCC) baed high voltage direct current tranmiion (HVDC) technology i primarily for bulk power tranmiion over long geographical ditance and for interconnecting power ytem with different iland ytem [43]. A thyritor baed LCC HVDC tranmiion ytem conit of the following main component [44, 45]: an AC baed collector ytem within the wind farm; an offhore ubtation with two three-phae two-winding converter tranformer a well a filter and either a tatic ynchronou compenator (STATCOM) or a dieel generator that upply the neceary hort circuit capacity; DC cable; and an onhore converter tation with a ingle phae threewinding converter tranformer a well a relevant filter. The LCC HVDC technology require comparatively large converter tation onhore and offhore, a well a auxiliary ervice at the offhore converter tation. The auxiliary ervice at the offhore terminal require keeping trong AC ytem at the offhore converter in order to enable the operation of the line-commutated converter even during period with no or very little wind. The Pacific Journal of Science and Technology 93

8 The advantage of an LCC HVDC connection i that there are comparatively low loe in tranmiion over long ditance. In addition, the higher tranmiion capacity of a ingle cable compared with HVAC or VSC baed tranmiion can be an advantage for very large offhore wind farm. Voltage ource converter (VSC) baed HVDC technology i gaining more and more attention. It i a comparatively new technology that ha only become poible a a reult of important advance in higher-power electronic, namely, in the development of inulated gate bipolar tranitor (IGBT). In thi way, pule-width modulation (PWM) can be ued for the VSC a oppoed to thyritor baed LCC ued in the conventional HVDC technology. A VSC baed HVDC tranmiion ytem conit of the following main component [41, 42]: an AC baed collector ytem within the wind farm; an offhore ubtation with the relevant converter; DC cable pair; and an onhore converter tation. The ytem link of a VSC baed HVDC doe not require a trong offhore or onhore AC network, thu, it can even tart up againt a non-load network. Thi i poible becaue in a VSC the current can be witched off, which mean that there i no need for an active commutation voltage. Beide, the active and reactive power upply can be controlled independently. Alo, the VSC baed HVDC connection i uually not connected to ground. Therefore, the ytem alway need two conductor or cable. However, the total efficiency of the two converter tation of a VSC baed HVDC ytem i le than that of a LCC HVDC. The advantage of a VSC baed HVDC connection i the capability of four-quadrant operation, the reduced number of filter required, black-tart capability and the poibility of controlling a number of variable uch a reactive power, apparent power, harmonic and flicker when feeding the power ytem from a VSC [46, 47]. HYDROGEN To avoid the pilling of renewable energy production, an energy torage medium need to be incorporated into the generation ytem in order to allow flexible uage of the power generated. Hydrogen offer everal intereting characteritic in thi context [18]: It can be reconverted to electricity with a reaonably high efficiency if it ued a fuel cell. It enable peak power production and load following, either from central intallation or from virtual power tation, invariably, it offer decentralized generation capacity. It can contitute an alternative mean of energy tranport, for intance by uing pipeline where electricity cable are undeirable and ame time offering high energy denity and low tranport loe. It can be old a indutrial ga outide the electricity market, thu it reduce market preure and develop alternative market for renewable energy ytem. Hydrogen i the element with the lowet atomic weight. The apect of hydrogen that are mot important in energy production are energy denity, torage denity, volume of torage, tranportation energy effort, ignition limit, diffuion coefficient and exploion energy a per afety concern. The important role hydrogen play in the context of renewable energy arie from the fact that it can be produced eaily from water and electricity by the proce of electrolyi. It can either be burned a a fuel a a ubtitute for gaeou foil fuel or be converted to electricity in fuel cell in an electrochemical proce that exceed the efficiency of conventional electricity generation. Within certain limitation, hydrogen can be ued for toring renewable electricity and can either be old off a a product in it own or be reconverted to electricity. In the prototype model of thi tudy hown in Figure 2, hydrogen can be generated directly from electricity by uing electrolyi. An electrolyzer i hown connected via a tranformer to the moothed output of the variable peed wind turbine. In an electrolytic olution, water i plit into it component i.e. hydrogen and oxygen at two electrode. The gae are produced eparately at the electrode and have a high purity. Electrolyzer can be operated at preure between ambient preure and 200 bar. The high preure procee are more efficient but alo lead to higher equipment cot and more complicated ytem. However, they can feed a pipeline ytem directly without any additional The Pacific Journal of Science and Technology 94

9 compreion. Electrolyi require an input of dealinated and de-mineralized water. SIMULATION ANALYSIS Simulation were carried out uing tandard laboratory imulation tool called PSCAD/EMTDC R. The imulink differential equation for the variable peed drive and ome of the imulation reult obtained baed on the prototype model of Figure 2 are decribed in the ubequent ubection. VSWT Mathematical Modeling A doubly fed induction generator (DFIG) variable peed wind turbine (VSWT) machine i a wound rotor with back-to back converter in the rotor circuit. The rotor i upplied by pule width modulator inverter, while the tator i directly connected to the grid. The rotor current exciting frequency i controlled a the wind velocity i changed. The frequency of output power i fixed at grid frequency, which i given a: The direct and quadrature tator and rotor flux component are given a follow [51]: Φ d =Li d +Lmi dr (6) Φ q =Li q +Lmi qr (7) Φ dr =Lri dr +Lmi d (8) Φ qr =Lri qr +Lmi q (9) Where, V d, V q, are the d- and q-axi tator voltage, Φ d, Φ q, Φ dr, Φqr are the d- and q-axi tator and rotor winding flux, i d, i q, are d- and q- axi tator current, i qr and i dr are d- and q-axi rotor current (A) repectively, L and L r are the tator leakage and rotor elf-inductance (H), and V i the magnitude of the tator phae voltage (V). The d-q teady tate equivalent circuit of the DFIG i hown in Figure 3 below [52]: ω= pω m± ω r (1) R L Lr Rr Where ω i the grid electrical angular peed, Ωm i the mechanical angular rotor peed, ω r i the electrical angular peed of rotor variable, and p i the number of pole pair. Equation (1) etablihe the bai for variable peed contant frequency. V Φ Lm Φ r jωφ jωφ r r Vr The mathematical equation of the DFIG in term of tator, rotor voltage and flux are given a follow [48-50]: Figure 3: Equivalent Circuit of DFIG in Synchronou Reference Frame. d V =R ωφ i - + Φ (2) dt d d q d d V =R i ωφ + + Φ (3) dt q q d q d V =R iω- - ( ω)φ + Φ (4) dt dr r dr qr dr d V =R i ω- + ( ω)φ + Φ (5) dt qr r qr dr qr For independent control of active and reactive power output of the DFIG, vector control i normally ued. Thi control technique ha many advantage compared to other trategie becaue it make the control algorithm imple, robut and provide fat repone. For the rotor ide converter (RSC) algorithm, it i aumed that the DFIG i connected to the power grid in which the grid voltage and frequency are contant. Fixing the d-axi of the ynchronou frame on the tator voltage vector, a tator The Pacific Journal of Science and Technology 95

10 voltage oriented control i obtained. The vector of the tator voltage then become: - V =V + j 0 (10) d According to (10), the active power and reactive power output from the tator ide of the DFIG can be repreented a: P =V i (11) d d Q = -V i (12) d q controlled via poible through the control of i dr and i qr, repectively, which i V and V. Figure 4 how the grid ide converter (GSC) pule width modulator rectifier. The aim of the control ytem i to maintain the DC-bu voltage to the required level for the RSC, while the main input current hould be inuoidal and in phae with their counterpart voltage, for which the control ytem of DFIG maintain unity power factor condition. For modeling and control deign, the d-q ynchronou frame voltage component are [48]: dr qr Putting Equation (2) into (11) and (3) into (12) repectively, the active and reactive power can be derived a follow: V d(φ d - L i m dr ) P= L (13) d V = e + L ωl i + Ri i - dt d d rec d rec d rec q d V = e + L i ωl+ Ri i + dt q q rec q rec q rec d (15) (16) Q = - V d(φ q - L i m qr ) L (14) From Equation (13) and (14), the active and reactive power of the DFIG ytem are related to the rotor current i dr and i qr, repectively. Therefore, the active and reactive power can be Where R rec and L rec are reitance and inductance of boot inductor, repectively. Thi trategy lead to getting the following active and reactive power: P = V i (17) rec rec d d Q = - V i (18) d q i1 i2 Va Rrec Lrec ia T1 T3 T5 Rotor Vb Rrec Lrec ib ea eb C icp Vdc Side Converter Vc Rrec Lrec ic ec (RSC) T2 T4 T6 Figure 4: Structure of the Grid Side Converter of DFIG. The Pacific Journal of Science and Technology 96

11 Thu, the current command q-axi control the reactive power, wherea a current command of d- axi control the active power, and conequently control indirectly the DC-link voltage. The above mathematical differential equation algorithm for the rotor ide converter and the grid ide converter, would now be applied to the VSWT in order to achieve the independent controllability of active and reactive power of the ytem. Simulation Reult and Dicuion Conidering the prototype model preented in Figure 2, ome of the ytem repone are preented in Figure In the imulation analyi, real wind peed data obtained in Hokkaido Iland, Japan a hown in Figure 5 are ued for the fixed peed wind turbine and the variable peed wind turbine in ection C and D repectively of the prototype model. The imulation wa run for 612 ec with a imulation timing tep of ec to demontrate the effectivene of the controller of the ytem. Wind peed[m/] Avaliable wind peed in ection C Avaliable wind peed in ection D 2 Time[ec] Figure 5: Available Wind Speed for FSWT and VSWT Sytem. Power coefficient (C p ) curve of VS wind turbine [pu] Rotor peed and optimum rotor peed of VS wind turbine[pu] Grid and electrolyzer energy [MJ] Cp curve of wind turbine in ection D 0.0 Time[ec] Figure 6: Power Coefficient Curve of VSWT Rotor peed of variable peed wind turbine in ection D Optimum rotor peed and variable peed wind turbine peed in ection D Time[ec] Figure 7: Rotor and Optimum Rotor Speed of VSWT Grid energy cloe to ection D Electrolyzer energy in ection D Time[ec] Figure 8: Energy of Grid and Electrolyzer Sytem. The Pacific Journal of Science and Technology 97

12 DC-bu voltage of VS wind turbine[pu] Sytem grid voltage[pu] DC-bu voltage of variable peed wind turbine in ection D 0.4 Time[ec] Figure 9: DC-Bu Voltage of VSWT Sytem voltage without ection D incorporated Sytem voltage with ection D incorporated 0.8 Time[ec] Figure 10: Sytem Grid Voltage. Frequency of ytem [Hz] Time[ec] Sytem frequency Figure 12: Frequency of the Network Sytem. Real power of electrolyzer, VSWT and grid ytem [MW] Real power of electrolyzer ytem Real power of variable peed wind turbine Real power of grid ytem Time[ec] Figure 13: Real Power of Electrolyzer, VSWT and Grid Sytem. Hydrogen ga quantity produced[nm 3 ] Amount of hydrogen ga produced in ection D 0 Time[ec] Figure 11: Amount of Hydrogen Ga Generated from the Sytem. Real and reactive power of FSWT and hydro turbine (MW and MVAR) Hydro turbine real power [MW] ection A Hydro turbine reactive power [MVAR] ection A Fixed peed wind turbine real power [MW] ection C Fixed peed wind turbine reactive power [MVAR] ection C -20 Time[ec] Figure 14: Real and Reactive Power of FSWT and Hydro Turbine. The Pacific Journal of Science and Technology 98

13 Hydro turbine governor and torque peed[pu] Hydro turbine governor peed ection A Hydro turbine torque peed ection A Time[ec] Figure 15: Hydro Turbine Governor and Torque Speed. The power coefficient repone of the VSWT i hown in Figure 6 during the wind peed change of the VSWT, while Figure 7 how the rotor and the optimum rotor peed of the VSWT. It could be oberved from Figure 7 that the rotor peed of the VSWT follow the optimum rotor peed of the VSWT, demontrating the effectivene of the controller ytem employed. Conequently, maximum and wide range of power can be captured ince the VSWT utilize variable peed operation, making it poible to achieve a high efficiency of energy converion compared to contant peed operation epecially when the wind peed goe below the cut-out wind peed deigned for the wind turbine. Figure 8 how the grid energy and the electrolyzer energy in MW for the ytem. A expected, the grid energy i higher than the electrolyzer energy. In Figure 9, the DC bu voltage wa maintained effectively at 1.0 p.u, baed on the control trategy of the VSWT ytem, depite the tochatic nature of the wind peed in Figure 5 for the VSWT ytem. At the ame time, the grid voltage of the ytem wa maintained contant at 1.0 pu, with ection D connected to the network ytem. However, if ection D i iolated from the network, the grid voltage of the network ytem cannot be maintained at 1.0 pu, rather, it follow the nature of the wind peed. Thi i due to the fact that there i no reactive power compenation device, which can help tabilize the grid voltage of the network ytem. Conequently, ince the preence of the VSWT ytem in ection D can help maintain the ytem grid voltage, the out of the wind generator that i connected to the electrolyzer ytem in ection D i alo moothed. Therefore, hydrogen ga could be produced in ection D a hown in Figure 11. The amount of hydrogen ga produced in Nm 3 gradually increae with time. A dicued earlier, the dieel plant and other ynchronou machine can control the ytem voltage and frequency to ome extent, when the amount of wind peed i not much. The ytem frequency i hown in Figure 12. Since there i no flexible AC tranmiion ytem (FACTS) device like the uper magnetic energy torage ytem (SMES) or the energy capacitor ytem (ECS) to contribute to the active power control, the ytem frequency cannot be controlled ordinarily. Thi i becaue, the conventional controller of the VSWT in ection D and the FSWT in ection C, doe not have the capability for frequency control. However, if a flywheel adjutable control trategy i incorporated in the VSWT ytem in ection D, the ytem frequency can be maintained, while at the ame time moothing the output of the wind generator in order to contain the high and low wind peed fluctuation. The repone of the real power of the electrolyzer, VSWT and the grid ytem are hown in Figure 13 for the dynamic analyi. The real and reactive power of the FSWT and the hydro turbine in ection C and A repectively of the model ytem are hown in Figure 14. The hydro turbine governor and torque peed in ection A of the model ytem are hown in Figure 15. CONCLUSION A prototype model of grid connected multimachine in a power ytem ha been tudied. Two wind farm were connected to the multimachine power ytem. The firt wind farm i made of only fixed peed wind turbine (FSWT) and i onhore baed. Variable peed wind turbine (VSWT) exit in the econd wind farm that i offhore baed. An electrolyzer unit wa connected to the moothed terminal of the VSWT ytem. It wa found that the ytem grid voltage could be maintained effectively depite the tochatic nature of the available wind in the wind farm, with the help of the VSWT. Another alient part of the tudy that wa alo reported i the production of hydrogen ga from the electrolyzer unit that i connected to the moothed output of the VSWT ytem. The Pacific Journal of Science and Technology 99

14 REFERENCES 1. Joelin Herbert, G.M., S. Iniyan, E. Sreevala, and S. Rajapandian A Review of Wind Energy Technologie. Renewable and Sutainable Energy Review. 11: Godoy Simoe, M. and F.A. Farret Renewable Energy Sytem: Deign and Analyi with Induction Generator. CRC Pre: Boca Raton, Florida. 3. Ezio, S. and Claudio, C Exploitation of Wind a an Energy Source to meet the World Electricity Demand. Wind Eng : MNES Minitry of Non-Conventional Energy Source. Annual report. 5. Kocak, K.A Method for Determination of Wind Speed Peritence and it Application. Energy. 27(10): Wood, D.H Determination of the Optimum Tower Height for a Small Wind Turbine. Int. J. REE. 3(2): Weier, D.A Wind Energy Aalyi for Grenda: An Etimation uing the Weibull Denity Function. Renewable Energy. 28: Panda, R.K., T.K. Sarkar, and A.K. Bhattacharya Stochatic Study of Wind Energy Potential of India. Energy. 15: Lambert, M.J., M.H. Ogle, and B.W. Smith Invetigation of Wind Induced Fatigue in Tall Guyed Steel Mat. Journal of Wind Engineering Indutrial Aerodynamic. 30: Jamil, M., S. Para, and M. Majidi Wind Power Statitic and an Evaluation of Wind Energy Denity. Renewable Energy. 6: Sen, Z. and A.D. Sahin Regional Aement of Wind Power in Wetern Turkey by the Cumulative Semivarigram Method. Renewable Energy. 12: Fung, K.T., R.L. Scheffler, and J. Stolpe Wind Energy: A Utility Perpective. IEEE Tran. Power Apparatu Sytem. 100: WWEC Report on 10th World Wind Energy Conference and Exhibition. 14. WWEC Report on 9th World Wind Energy Conference and Exhibition. 15. WWEC Report on 8th World Wind Energy Conference and Exhibition. 16. WWEC Report on 7th World Wind Energy Conference and Exhibition. 17. WWEC Report on 6th World Wind Energy Conference and Exhibition. 18. Ackermann, T Wind Power in Power Sytem. John Wiley and Son: New York, NY. 19. Baring-Gould, E.I., C.D. Barley, S. Drouilhet, L. Flower, T. Jimenez, P. Lilienthal, and J. Weingart Dieel Plant Retrofitting Option to Enhance Decentralized Electricity Supply in Indoneia. In: Proceeding of the 1997 AWEA Conference. June American Wind Energy Aociation: Autin, TX. 20. Baring-Gould, E.I., L. Flower, P. Lundager, L. Mott, M. Shirazi, and J. Zimmermann World Statu of Wind Dieel Application. In: Proceeding of the 2003 AWEA Conference. American Wind Energy Aociation: Autin, TX. 21. Hunter, R. and G. Elliot (ed.) Wind-Dieel Sytem. Cambridge Univerity Pre: Cambridge, UK. 22. Lundager, P. and H. Bindner A Simple, Robut, and Reliable Wind-Dieel Concept for Remote Power Supply. June World Renewable Energy Congre III: Reading, UK Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Wind Farm Fault Ride through uing DFIG with New Protection Scheme. IEEE Tranaction on Sutainable Energy. 3(2): Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Wind Farm Stabilization by uing DFIG with Current Controlled Voltage Source Converter Taking Grid Code into Conideration. IEEJ Tranaction on Power and Energy. 132(3): Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Effectivene of Current Controlled Voltage Source Converter Excited DFIG for Wind Farm Stabilization. Electrical Power Component and Sytem EPCS Journal. 40: Okedu K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Augmentation of Wind Farm ride through by DFIG-baed Variable Speed Wind Generator. Journal of Emerging Energy Sytem and Electric Machine (JEESEM). 1(1) Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Comparative Study between Two Protection Scheme for DFIG-baed Wind The Pacific Journal of Science and Technology 100

15 Generator Fault Ride Through. Journal of Emerging Energy Sytem and Electric Machine (JEESEM). 1(1): Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Ue of Supplementary Rotor Current Control in DFIG to Augment Fault Ride through of Wind Farm a per Grid Requirement. 37th Annual Conference of IEEE Indutrial Electronic Society (IECON 2011). Melbourne, Autralia. November, (available online on ieee Xplorer). 29. Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Comparative Study on Current and Voltage Controlled Voltage Source Converter Baed Variable Speed Wind Generator. Proceeding of International Conference on Electric Power and Energy Converion Sytem (EPECS`2011). November, Sharjah, UAE. (available online on ieee xplorer). 30. Okedu, K.E., S.M. Muyeen, R. Takahahi and J. Tamura Improvement of Fault Ride through Capability of Wind Farm uing DFIG Conidering SDBR. 14th European Conference of Power Electronic EPE. Augut Birmingham, UK (available online on ieee xplorer). 31. Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Application of SDBR with DFIG to Augment Wind Farm Fault Ride Through. 14th International Conference on Electrical Machine and Sytem (ICEMS). Augut Beijing, China (available online on ieee xplorer). 32. Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Protection Scheme for DFIG Conidering Rotor Current and DC-Link Voltage. 14th International Conference on Electrical Machine and Sytem (ICEMS). Augut Beijing, China. 1-6 Augut (available online on ieee xplorer). 33. Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Participation of FACTS in Stabilizing DFIG with Crowbar during Grid Fault Baed on Grid Code. 6th IEEE-GCC Conference and Exhibition. February Dubai, UAE Paper Number (available online on ieee xplorer). 34. Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Comparative Study of Wind Farm Stabilization uing Variable Speed Generator and FACTS Device. 6th IEEE-GCC Conference and Exhibition. February, Dubai, UAE Paper Number (available online on ieee xplorer). 35. Okedu, K.E New Control Strategy for DFIG including SDBR to Stabilize Wind Farm. 6th IEEE-GCC Conference and Exhibition. February Dubai, UAE. Student Poter Forum. 36. Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Stabilization of Wind Farm by DFIG-Baed Variable Speed Wind Generator. 13rd International Conference on Electrical Machine and Sytem (ICEMS). October, Seoul, South Korea Paper Number D (available online on ieee xplorer). 37. Okedu, K.E., S.M. Muyeen, R. Takahahi, and J. Tamura Comparative Study between Two Protection Scheme for DFIG-baed Wind Generator. 13rd International Conference on Electrical Machine and Sytem (ICEMS). October Seoul, South Korea Paper Number D Okedu, K.E., R. Takahahi, and J. Tamura Effectivene of SDBR for Stabilizing Variable Speed Wind Turbine. Proceeding of the Hokkaido Chapter of Intitute of Electrical and Information Engineer, IEEJ. October Hokkaido, Japan. 23(31). 39. Okedu, K.E., R. Takahahi, and J. Tamura Merit of Current Controlled Voltage Source Converter in DFIG-Baed Variable Speed Wind Turbine a per grid Requirement. Proceeding of the Hokkaido Chapter of Intitute of Electrical and Information Engineer, IEEJ. October Hokkaido, Japan. 23(30). 40. Okedu, K.E Wind Energy for Power Generation: Dynamic and Tranient Analye of Wind Park Equipped with FACTS Device and Variable Speed Wind Turbine Control Strategie. Lambert Academic Publihing LAP GmbH & Co.: KG, Germany. ISBN: Erikon, E., P. Halvaron, D. Wenky, and M. Hauler Sytem Approach on Deigning an Offhore Wind Power Grid Connection. Proceeding of Fourth International Workhop on Large Scale Integration of Wind Power and Tranmiion Network for Offhore Wind Farm. Royal Intitute of Technology: Stockholm, Sweden. 42. Hauler, M. and F. Owman AC or DC for Connecting Offhore Wind Farm to the Tranmiion Grid?. Proceeding of the Third International Workhop on Tranmiion Network for Offhore Wind Farm. Royal Intitute of Technology: Stockholm, Sweden. 43. Hammon, T.J., D. Woodford, J. Loughtan, M. Chamia, J. Donahoe, D. Povh, B. Biewki, and W. Long Role of HVDC Tranmiion in Future Energy Development. IEEE Power Engineering Review. (February): The Pacific Journal of Science and Technology 101

16 44. Cartwright, P., L. Xu, and C. Saae Grid Integration of Large Offhore Wind Farm uing Hybrid HVDC Tranmiion. Proceeding of the Nordic Wind Power Conference. March Chalmer Univerity of Technology: Stockholm, Sweden. 45. Kirby, N.M., L. Xu, M. Luuckett, and W. Siepman HVDC Tranmiion for Large Offhore Wind Farm. IEE Power Engineering Journal. 16(3): Burge, K., E.J. van Zuylen, J. Morren, and S.W.H. de Haan DC Tranmiion for Offhore Wind Farm-Concept and Component. Proceeding of the Second International Workhop on Tranmiion Network for Offhore Wind Farm. Royal Intitute of Technology: Stockholm, Sweden. 47. Konig, M., M. Luther, and W. Winter Offhore Wind Power in German Tranmiion Network. Proceeding of the Fourth International Workhop on Large-cale Integration of Wind Power and Tranmiion Network for Offhore Wind Farm. Royal Intitute of Technology: Stockholm, Sweden. 48. Va, P Senorle Vector and Direct Torque Control. Oxford Univerity Pre: New York, NY. 49. Yamamoto, M. and O. Motoyohi Active and Reactive Power Control for Doubly Fed Wound Rotor Induction Generator. IEEE Tran. Power Electronic. 6(4): Muyeen, S.M., M.H. Ali, R. Takahahi, T. Murata, and J. Tamura Damping of Blade-Shaft Torional Ocillation of Wind Turbine Generator Sytem. Electrical Power Component and Sytem. 36(2): Ghennam, T., E.M. Berkouk, and B. Francoi Modeling and Control of a Doubly Fed Induction Generator (DFIG) Baed Wind Converion Sytem. IEEE Tran. On Energy Converion Chondrogianni, S. and M. Barne Stability of Doubly Fed Induction Generator under Stator Voltage Oriented Vector Control. IET Renewable Power and Generation. 2(3): ABOUT THE AUTHOR Dr. (Engr.) Okedu, Eloghene Kenneth hold a Ph.D. in Renewable Energy Sytem Engineering, Department of Electrical and Electronic Engineering, Kitami Univerity of Technology, Hokkaido, Japan. He alo hold a B.Eng. and M. Eng. in Electrical and Electronic Engineering, Univerity of Port Harcourt, Nigeria. Dr. Okedu erve a a Lecturer in the Department of Electrical and Electronic Engineering, Univerity of Port Harcourt, Nigeria. Hi reearch interet are renewable energy, tability analyi of wind farm uing variable peed wind turbine, and integration and augmentation of renewable energy into power ytem. SUGGESTED CITATION Okedu, K.E Application of Wind Power Generation in Gird Connected Power Sytem. Pacific Journal of Science and Technology. 13(2): Pacific Journal of Science and Technology The Pacific Journal of Science and Technology 102

Reactive Power Management of a Wind Farm to Prevent Voltage Collapse of an Electric Power System

Reactive Power Management of a Wind Farm to Prevent Voltage Collapse of an Electric Power System Reactive Power Management of a Wind Farm to Prevent Voltage Collape of an Electric Power Sytem R. M. Monteiro Pereira Intituto Superior Engenharia de Coimbra, Portugal rmfm@iec.pt C. M. Machado Ferreira

More information

Effect of HFTID Controller on the Stability of Thermal Power Generator

Effect of HFTID Controller on the Stability of Thermal Power Generator Effect of HFTID Controller on the Stability of Thermal Power Generator Anhuman Sehgal, Japreet Kaur, Parveen Lehana 2 Department of Electrical Engineering, Baba Banda Singh Bahadur Engineering College,

More information

INVESTIGATION OF THERMOSTAT-SET CONTROL AS A NEW DIRECT LOAD CONTROL METHOD

INVESTIGATION OF THERMOSTAT-SET CONTROL AS A NEW DIRECT LOAD CONTROL METHOD INVESTIGATION OF THERMOSTAT-SET CONTROL AS A NEW DIRECT LOAD CONTROL METHOD Canbolat Uçak canbolat@elk.itu.edu.tr Gökçe Dokuyucu gokce776@uperonline.com Department of Electrical Engineering Electrical

More information

MoST - Business Finland Joint Funding Call

MoST - Business Finland Joint Funding Call MoST - Buine Finland Joint Funding Call I. AGREEMENT Memorandum of Undertanding for China-Finland Science & Technology Innovation Cooperation between the Department of International Cooperation of the

More information

Voltage security assessment with high penetration levels of utility-scale doubly fed. induction generator wind plants.

Voltage security assessment with high penetration levels of utility-scale doubly fed. induction generator wind plants. Voltage ecurity aement with high penetration level of utility-cale doubly fed induction generator wind plant by Ryan Konopinki A thei ubmitted to the graduate faculty in partial fulfillment of the requirement

More information

The research of simplified method of calculating wind and rain loads and its validation

The research of simplified method of calculating wind and rain loads and its validation The reearch of implified method of calculating wind and rain load and it validation Xing FU 1) and Hong-Nan LI 2) 1), 2) Faculty of Infratructure Engineering, Dalian Univerity of Technology, Dalian 116024,

More information

Available online at ScienceDirect. Energy Procedia 48 (2014 )

Available online at   ScienceDirect. Energy Procedia 48 (2014 ) Available online at www.ciencedirect.com ScienceDirect Energy Procedia 48 (2014 ) 806 812 SHC 2013, International Conference on Solar Heating and Cooling for Building and Indutry September 23-25, 2013,

More information

Design of solar heated water system based on TLD system in Baotou

Design of solar heated water system based on TLD system in Baotou Applied Mechanic and Material Online: 2014-01-16 ISSN: 1662-7482, Vol. 501-504, pp 2323-2326 doi:10.4028/www.cientific.net/amm.501-504.2323 2014 Tran Tech Publication, Switzerland Deign of olar heated

More information

Level control of small intake reservoir in hydraulic system with long and complex penstock - Implemented level control at Toro 3 HPP

Level control of small intake reservoir in hydraulic system with long and complex penstock - Implemented level control at Toro 3 HPP September 013 Page 1 Level control of mall intake reervoir in hydraulic ytem with long and complex pentock - Implemented level control at Toro 3 PP Damir Dolenc, Mitja Klopčar, Jernej Mazij Litotroj Power,

More information

A model for grain growth based on the novel description of dendrite shape

A model for grain growth based on the novel description of dendrite shape ARCHIVES of FOUNDRY ENGINEERING Publihed quarterly a the organ of the Foundry Commiion of the Polih Academy of Science ISSN (1897-3310) Volume 7 Iue 4/2007 183 188 36/4 A model for grain growth baed on

More information

LED IP PRIMER. One World LED 1026 South Road, Edwardstown, SA, 5039 p: (08) e:

LED IP PRIMER. One World LED 1026 South Road, Edwardstown, SA, 5039 p: (08) e: LED IP PRIMER Thi brochure provide a quick overview of the patented innovation by and our partner around the world. The ytem and method invented by patent granted to One World LED how our commitment to

More information

Value intensity of water used for electrical energy generation in the Western U.S.; an application of embedded resource accounting

Value intensity of water used for electrical energy generation in the Western U.S.; an application of embedded resource accounting Value intenity of water ued for electrical energy generation in the Wetern U.S.; an application of embedded reource accounting Elizabeth A. Martin and Benjamin L. Ruddell Abtract Thi tudy evaluate the

More information

International Journal of Mathematical Archive-8(6), 2017, Available online through ISSN

International Journal of Mathematical Archive-8(6), 2017, Available online through   ISSN International Journal of Mathematical Archive-8(6), 27, 33-38 Available online through www.ijma.info ISSN 2229 546 BAYESIAN SPECIAL TYPE DOUBLE SAMPLING PLAN WITH BETA PRIOR DISTRIBTUTION Dr. S. JEYABHARATHI*

More information

Power Quality of Grid-Connected Wind Turbines with DFIG and Their Interaction with the Grid Sun, Tao

Power Quality of Grid-Connected Wind Turbines with DFIG and Their Interaction with the Grid Sun, Tao Aalborg Univeritet Power Quality of Grid-Connected Wind Turbine with DFIG and Their Interaction with the Grid Sun, Tao Publication date: 2004 Document Verion Publiher' PDF, alo nown a Verion of record

More information

Equilibrium Sediment Transport and Evolution Trend Simulation of the Lower Yellow River

Equilibrium Sediment Transport and Evolution Trend Simulation of the Lower Yellow River Senor & Tranducer, Vol. 21, Special Iue, May 213, pp. 135-141 Senor & Tranducer 213 by IFSA http://www.enorportal.com Equilibrium Sediment Tranport and Evolution Trend Simulation of the Lower Yellow River

More information

The Use of Swimmer Bars as Shear Reinforcement in Reinforced Concrete Beam

The Use of Swimmer Bars as Shear Reinforcement in Reinforced Concrete Beam American Journal of Engineering and Applied Science, 6 (1): 87-94, 2013 ISSN: 1941-7020 2014 M. Al-Nara et al., Thi open acce article i ditributed under a Creative Common Attribution (CC-BY) 3.0 licene

More information

The Process-Value Model: A Systems View of the IST Value Chain

The Process-Value Model: A Systems View of the IST Value Chain Aociation for Information Sytem AIS Electronic Library (AISeL) SAIS 2007 Proceeding Southern (SAIS) 3-1-2007 The Proce-Value Model: A Sytem View of the IST Value Chain William L. Lomeron lomeronw@nula.edu

More information

Address for Correspondence

Address for Correspondence Reearch Paper ENERGY CONSERVATION IN MUD HOUSE AS COMPARED TO BRICK WALL BUILDING IN INDIA Subhah Mihra 1, Dr. J A Umani 2 Addre for Correpondence 1 Ph.d Scholar, 2 Profeor, Department of Mechanical Engineering,

More information

Unit Commitment in Smart Grid Considering Demand Response and Stochastic Wind Generation

Unit Commitment in Smart Grid Considering Demand Response and Stochastic Wind Generation J. Energy Power Source Vol. 1, No. 6, 2014, pp. 314-320 Received: September 8, 2014, Publihed: December 30, 2014 Journal of Energy and Power Source www.ethanpublihing.com Unit Commitment in Smart Grid

More information

Modeling and Simulation of Grid Connected PV/WT Energy System Using Super-Capacitor

Modeling and Simulation of Grid Connected PV/WT Energy System Using Super-Capacitor OR Journal of Engineering (ORJE) (e): 2250-3021, (p): 2278-8719 PP 01-07 www.iorjen.org Modeling and imulation of Grid Connected PV/WT Energy ytem Uing uper-capacitor V.Alexpandian 1,.hahid 2,.Revantha

More information

Design a Sustainable Supply Chain under Uncertainty using Life Cycle Optimisation and Stochastic Programming

Design a Sustainable Supply Chain under Uncertainty using Life Cycle Optimisation and Stochastic Programming 151 A publication of CHEMICAL ENGINEERING TRANSACTIONS VOL. 61, 2017 Guet Editor: Petar S Varbanov, Rongxin Su, Hon Loong Lam, Xia Liu, Jiří J Klemeš Copyright 2017, AIDIC Servizi S.r.l. ISBN 978-88-95608-51-8;

More information

Reactive Power Dispatch Method in Wind Farms to Improve the Lifetime of Power Converter Considering Wake Effect

Reactive Power Dispatch Method in Wind Farms to Improve the Lifetime of Power Converter Considering Wake Effect Aalborg Univeritet Reactive Power Dipatch Method in Wind Farm to Improve the Lifetime of Power Converter Conidering Wake Effect Tian, Jie; Zhou, Dao; Su, Chi; Chen, Zhe; Blåbjerg, Frede Publihed in: IEEE

More information

ULTRASENSITIVE MAGNETOMETERS BASED ON ROTATIONAL MAGNETIC EXCITATION. Evangelos Hristoforou 1, Peter Svec Sr. 2

ULTRASENSITIVE MAGNETOMETERS BASED ON ROTATIONAL MAGNETIC EXCITATION. Evangelos Hristoforou 1, Peter Svec Sr. 2 ULTRASENSITIVE MAGNETOMETERS BASED ON ROTATIONAL MAGNETIC EXCITATION Evangelo Hritoforou, Peter Svec Sr. National TU of Athen, Greece, Slovak Academy of Science, Bratilava Received 7 April 04; accepted

More information

Research and Development of Condensate Water Fined Processing Control System Based on FCS

Research and Development of Condensate Water Fined Processing Control System Based on FCS Journal of Energy and Power Engineering 9 (2015) 673-678 doi: 10.17265/1934-8975/2015.07.009 D DAVID PUBLISHING Reearch and Development of Condenate Water Fined Proceing Control Sytem Baed on FCS Cheng

More information

UNIT 2 PROCESS AND FUNCTIONS OF HUMAN RESOURCE PLANNING (HRP)

UNIT 2 PROCESS AND FUNCTIONS OF HUMAN RESOURCE PLANNING (HRP) Baic of Human Reource Planning UNIT 2 PROCESS AND FUNCTIONS OF HUMAN RESOURCE PLANNING (HRP) Objective After reading thi unit, you hould be able to: l the concept and proce of HRP, l the determination

More information

Big Data computation for workshop-based planning support

Big Data computation for workshop-based planning support Big Data computation for worhop-baed planning upport Jianguang Tu International School of Software Wuhan Univerity Wuhan, P.R.China Tujg1973@gmail.com Jianquan Cheng * School of Science and the Environment

More information

Management Science Letters

Management Science Letters Management Science Letter 2 (2012) 3049 3054 Content lit available at GrowingScience Management Science Letter homepage: www.growingscience.com/ml Identification and prioritization of hazardou material

More information

Coordinating a Supply Chain Consisted of One Supplier and One Retailer When Demand Disruption Happens

Coordinating a Supply Chain Consisted of One Supplier and One Retailer When Demand Disruption Happens Management Science and Engineering Vol., No., 07, pp. 9-3 DOI:0.3968/947 ISSN 93-034 [Print] ISSN 93-035X [Online] www.ccanada.net www.ccanada.org Coordinating a Supply Chain Conited of One Supplier and

More information

KNOWLEDGE MAPPING IN THAI WEAVING INDUSTRY

KNOWLEDGE MAPPING IN THAI WEAVING INDUSTRY KNOWLEDGE MAPPING IN THAI WEAVING INDUSTRY Anyanitha Ditanont College of Innovation, Thammaat Univerity, Thailand anyanitha@yahoo.com Abtract: Knowledge i a valuable aet to any organiation epecially, the

More information

Microgrid Load Management Control Application

Microgrid Load Management Control Application Microgrid Load Management Control Application T. Madiba Dept. Electrical, Electronic and Computer Engineering Univerity of Pretoria Pretoria, Republic of South Africa ymphomadiba@gmail.com Abtract Thi

More information

Minimization of exergy losses in combustion processes with an illustration of a membrane combustion

Minimization of exergy losses in combustion processes with an illustration of a membrane combustion Minimization of exergy loe in combution procee with an illutration of a membrane combution Markku J. Lampinen*, Ralf Wikten, Arto Sarvi, Kari Saari and Marjut Penttinen Aalto Univerity, Department of Energy

More information

Heterogeneity in Producer s Marketing Strategy

Heterogeneity in Producer s Marketing Strategy Heterogeneity in Producer Marketing Strategy Tong Zhang Reearch Aitant Department of Agricultural Economic Oklahoma State Univerity 42C Ag Hall Phone no. 405-744-9797 Email: tong.zhang0@oktate.edu Wade

More information

Insects to feed the world.

Insects to feed the world. Inect to feed the world. Contact Bühler Inect Technology Solution AG Gupfentrae 5 9240 Uzwil Switzerland Phone: +41 71 955 11 11 Bühler Inect Technology Solution Bühler Inect Technologie Co. Ltd. No. 88

More information

FINITE ELEMENT INVESTIGATION ON THE INTERACTION BETWEEN SHALLOW AND DEEP EXCAVATED TWIN TUNNELS

FINITE ELEMENT INVESTIGATION ON THE INTERACTION BETWEEN SHALLOW AND DEEP EXCAVATED TWIN TUNNELS VOL. 13, NO. 1, JANUARY 18 ISSN 1819-668 6-18 Aian Reearch Publihing Network (ARPN). All right reerved. FINITE ELEMENT INVESTIGATION ON THE INTERACTION BETWEEN SHALLOW AND DEEP EXCAVATED TWIN TUNNELS Adel

More information

Up or Out? Economic-Engineering Theory of Flood Levee Height and Setback

Up or Out? Economic-Engineering Theory of Flood Levee Height and Setback Up or Out? Economic-Engineering Theory of Flood Levee Height and Setback Tingju Zhu 1 and Jay R. Lund 2 Abtract: Levee etback location and height are important iue in flood levee ytem deign and modification.

More information

Plugging Ontario Into A Green Future

Plugging Ontario Into A Green Future Plugging Ontario Into A Green Future A Renewable i Doable Action Plan Cherie Burda, THE PEMBINA INSTITUTE and Roger Peter NOVEMBER 2008 CANADIAN ENVIRONMENTAL LAW ASSOCIATION L ASSOCIATION CANADIENNE DU

More information

European Advertising Consumer Research Report 2015

European Advertising Consumer Research Report 2015 RESEARCH REPORT European Advertiing Conumer Reearch Report 2015 Conumer Awarene & Impact of European Self-Regulatory Programme for OBA Independent reearch conducted by Ipo MORI on behalf of TRUSTe and

More information

Effectiveness and Exergy Destruction Analysis of Evaporator in Organic Rankine Cycle

Effectiveness and Exergy Destruction Analysis of Evaporator in Organic Rankine Cycle Effectivene and Exergy Detruction Analyi of Evaporator in Organic Rankine Cycle Kyoung Hoon Kim, and Chul Ho Han Abtract---Thi paper carrie out a performance analyi baed on the firt and econd law of thermodynamic

More information

About the Authors. Your Shortcuts Might Become Expensive Detours. Dr. Andreas Krueger. Felipe Nogueira

About the Authors. Your Shortcuts Might Become Expensive Detours. Dr. Andreas Krueger. Felipe Nogueira L ea eadmi ni t r a onbynaki a MakeYourDeadl i newi t houtcompr omi i ngqual i t y I FRS16Rapi ddepl oymentgui de naki a. c om About the Author Dr. Andrea Krueger Andrea i a Senior Solution Expert for

More information

JOURNAL OF THE. Agricultural Economics Council. L Northeastern 0,/IA-<- '-'-". ~. ' ) VOLUME Ill, NUMBER 2 OCTOBER 1974 NOV

JOURNAL OF THE. Agricultural Economics Council. L Northeastern 0,/IA-<- '-'-. ~. ' ) VOLUME Ill, NUMBER 2 OCTOBER 1974 NOV C i.; ' I FOUNDI.\T!ON OF AGRICULTURAL ECONOMICS LIBRARY NOV 6 974 JOURNAL OF THE - L Northeatern Agricultural Economic Council ~ 0,/IA-

More information

Enhanced Biofilter Treatment of Urban Stormwater by Optimizing the Hydraulic Residence Time in the Media

Enhanced Biofilter Treatment of Urban Stormwater by Optimizing the Hydraulic Residence Time in the Media Enhanced Biofilter Treatment of Urban Stormwater by Optimizing the Hydraulic Reidence Time in the Media Redahegn Silehi 1, Robert Pitt 2 and Shirley Clark 3 1 Graduate tudent, Dept. of Civil, Contruction,

More information

3.4 BUTT FUSION WELDING

3.4 BUTT FUSION WELDING 3.4 BUTT FUSION 3.4.1 INTRODUCTION The butt welding proce conit of the joining of two component (pipe and/or fitting) of equal diameter and thickne in which the urface to be welded are heated until melting

More information

Modal Response of Hydraulic Turbine Runners

Modal Response of Hydraulic Turbine Runners 1 (9) Modal Repone o Hydraulic Turbine Runner Q.W. LIANG Center o Indutrial Diagnotic and Fluid Dynamic (CDIF), Technical Univerity o Catalonia, Barcelona, Spain, quanwei@m.upc.edu C. G. RODRIGUEZ Center

More information

Use of Geographic Information Systems to Explore and Communicate Transportation and Land Use Relationships in Iowa

Use of Geographic Information Systems to Explore and Communicate Transportation and Land Use Relationships in Iowa Ue of Geographic Information Sytem to Explore and Communicate Tranportation and Land Ue Relationhip in Iowa David J. Plazak, Tranportation Policy Analyt Mark B. elon, Tranportation Specialit Tim R. Strau,

More information

Abstract. 1 Introduction

Abstract. 1 Introduction Automatic conflict detection and reolution in metrorail ytem: evaluation approach for MARCO EU project G.F. D'Addio, M. Mazzucchelli, S. Savio Dipartimento di Ingegneria Elettrica, Univerita di Genova,

More information

Model of Integrated Production and Delivery Batch Scheduling Under JIT Environment to Minimize Inventory Cost

Model of Integrated Production and Delivery Batch Scheduling Under JIT Environment to Minimize Inventory Cost Proceeding of the 2014 International Conference on Indutrial Engineering and Operation Management Bali, Indoneia, January 7 9, 2014 Model of Integrated Production and Delivery Batch Scheduling Under JIT

More information

Study on Variable Action Value Standard for Harbor Infrastructures

Study on Variable Action Value Standard for Harbor Infrastructures 4 th International Conference on the Durability of Concrete Structure 24 26 July 2014 Purdue Univerity, Wet Lafayette, IN, USA Study on Variable Action Value Standard for Harbor Infratructure Xiaoping

More information

Review of Previous Lists and Methods of Selection

Review of Previous Lists and Methods of Selection Appendixe Appendix A Review of Previou it and ethod of Selection ot lit of trategic material are baed, implicitly at leat, on the two trand of criticality and vulnerability. A 1981 report by the Congreional

More information

Frequency Response From Wind Turbines

Frequency Response From Wind Turbines Frequency Repone Fro Wind Turbine by J.B. Ekanayake, N. Jenkin, G. Strbac REPRINTED FROM WIND ENGINEERING VOUME 32, NO. 6, 2008 MUTI-SCIENCE PUBISHING COMPANY 5 WATES WAY BRENTWOOD ESSEX CM15 9TB UK TE:

More information

The Role of Skills Development in Competitiveness in Asia

The Role of Skills Development in Competitiveness in Asia The Role of Skill Development in Competitivene in Aia Profeor Michael J. Enright Univerity of Hong Kong Hong Kong Intitute for Economic and Buine Strategy Enright, Scott & Aociate ADB Copyright Michael

More information

Tom-Reiel Heggedal and Karl Jacobsen

Tom-Reiel Heggedal and Karl Jacobsen Dicuion Paper No. 536, April 2008 Statitic Norway, Reearch Department Tom-Reiel eggedal and Karl Jacoben Timing of innovation policie when carbon emiion are retricted: an applied general equilibrium analyi

More information

6/6/2012. HR Training and Development. Content. Training: concept. Training: concept. Training: concept. Training and Development: Concept

6/6/2012. HR Training and Development. Content. Training: concept. Training: concept. Training: concept. Training and Development: Concept HR Training and Development UNIT 5 Content Concept and need of HR training and development Training need aement HR training: objective and method (on-the-job and off-the-job). Evaluation of training program

More information

Simultaneous Synthesis of Multi-Period Heat Exchanger Networks for Multi-Plant Heat Integration

Simultaneous Synthesis of Multi-Period Heat Exchanger Networks for Multi-Plant Heat Integration 757 A publication of CHEMICAL ENGINEERINGTRANSACTIONS VOL. 61 2017 Guet Editor:PetarSVarbanov Rongxin Su Hon Loong Lam Xia Liu Jiří J Klemeš Copyright 2017 AIDIC ServiziS.r.l. ISBN978-88-95608-51-8; ISSN

More information

Modeling Liquid Phase Sintering of Hard metal powder compacts

Modeling Liquid Phase Sintering of Hard metal powder compacts ing Liquid Phae Sintering of Hard metal powder compact Shama Shamaundar *, Maheha Siddegowda*, Pavanachand Chigurupati**, Rengarajan Raghavan***, Rameh Rao. S. *** * ProSIM AFTC # 326, 8th Main, III Stage,

More information

Study on Mechanical Behavior of Thin-walled Member during Precision Straightening Process

Study on Mechanical Behavior of Thin-walled Member during Precision Straightening Process 2014 by IFSA Publihing, S. L. http://www.enorportal.com Study on Mechanical Behavior of Thin-walled Member during Preciion Straightening Proce Ben Guan, Yong Zang, Diping Wu, Qin Qin School of Mechanical

More information

Fuzzy Sliding Mode Control with Constant Power Control for a Proton Exchange Membrane Fuel Cell

Fuzzy Sliding Mode Control with Constant Power Control for a Proton Exchange Membrane Fuel Cell Reearch Journal of Applied Science, Engineering and Technology 5(3): 1059-1063, 013 ISSN: 040-7459; E-ISSN: 040-7467 Maxwell Scientific Organization, 013 Submitted: June 9, 01 Accepted: July 4, 01 Publihed:

More information

M A S O N R Y. Revised Spring Engineering Notes For Design With Concrete Block Masonry

M A S O N R Y. Revised Spring Engineering Notes For Design With Concrete Block Masonry A S O N R Y Revied Spring 007 Engineering Note For Deign With Concrete Block aonry C H R O N I C L E S To rectify the ituation, the Spring 007 article i being reiued. We apologize for any inconvenience

More information

Research Article Effect of Er +3 Concentration on the Small Signal Gain Coefficient and the Gain in the Erbium Doped Fiber Amplifier

Research Article Effect of Er +3 Concentration on the Small Signal Gain Coefficient and the Gain in the Erbium Doped Fiber Amplifier Reearch Journal of Applied Science, Engineering and Technology (): -, DOI:.9/rjaet.. ISSN: -9; e-issn: - Maxwell Scientific Publication Corp. Submitted: October, Accepted: November, Publihed: April 9,

More information

IER. The explicit modelling. for renewable electricity in TIMES

IER. The explicit modelling. for renewable electricity in TIMES Univerität Stuttgart IER Intitut für Energiewirtchaft und Rationelle Energieanwendung Report on Work Package B-1 of the ETSAP Project Integrating policy intrument into the TIMES Model The explicit modelling

More information

ScienceDirect. Optimization active and reactive power flow for PV connected to grid system using Newton Raphson method

ScienceDirect. Optimization active and reactive power flow for PV connected to grid system using Newton Raphson method Available online at www.ciencedirect.com ScienceDirect Energy Procedia 68 (2015 ) 77 86 2nd International Conference on Sutainable Energy Engineering and Application, ICSEEA 2014 Optimization active and

More information

ISSN Vol.09,Issue.04, March-2017, Pages:

ISSN Vol.09,Issue.04, March-2017, Pages: ISSN 2348 2370 Vol.09,Issue.04, March-2017, Pages:0558-0562 www.ijatir.org Simulation Exhibition of 220KW Wind Power Generation with PMSG Using Matlab Simulink K. INDRANI 1, DR. K. RAVI 2, S. SENTHIL 3

More information

KAZAKHSTAN: NATIONAL WIND ATLAS AND MEASUREMENT PROGRAMME

KAZAKHSTAN: NATIONAL WIND ATLAS AND MEASUREMENT PROGRAMME 1 UNDP-GEF PROJECT CASE STUDY KAZAKHSTAN: NATIONAL WIND ATLAS AND MEASUREMENT PROGRAMME I. NATIONAL CONTEXT Kazakhtan i the orld ninth larget country ith over 2.7 million km 2 of varied terrain,hich i

More information

Optimal Distributed Energy Resources Sizing for Commercial Building Hybrid Microgrids

Optimal Distributed Energy Resources Sizing for Commercial Building Hybrid Microgrids Optimal Ditributed Energy Reource Sizing for Commercial Building Hybrid Microgrid Yihen Wang, Zhehan Yi, Di Shi, Zhe Yu, Bibin Huang, Zhiwei Wang GEIRI North America, San Joe, CA, USA State Grid Energy

More information

Fatigue Crack Repair Using Drilled Holes and Externally Bonded CFRP Strips

Fatigue Crack Repair Using Drilled Holes and Externally Bonded CFRP Strips Bridge Maintenance, Safety, Management, Reilience and Sutainability Biondini & Frangopol (Ed) 212 Taylor & Franci Group, London, ISBN 978--415-62124-3 Fatigue Crack Repair Uing Drilled Hole and Externally

More information

An Optimal Real-time Pricing Algorithm for the Smart Grid: A Bi-level Programming Approach

An Optimal Real-time Pricing Algorithm for the Smart Grid: A Bi-level Programming Approach An Optimal Real-time Pricing Algorithm for the Smart Grid: A Bi-level Programming Approach Fan-Lin Meng and Xiao-Jun Zeng School of Computer Science, Univerity of Mancheter Mancheter, United Kingdom mengf@c.man.ac.uk,

More information

Characteristics of Organic Rankine Cycles with Zeotropic Mixture for Heat Recovery of Exhaust Gas of Boiler

Characteristics of Organic Rankine Cycles with Zeotropic Mixture for Heat Recovery of Exhaust Gas of Boiler Available online at www.ciencedirect.com ScienceDirect Energy Procedia 75 (2015 ) 1093 1101 The 7 th International Conference on Applied Energy ICAE2015 Characteritic of Organic Rankine Cycle with Zeotropic

More information

Pollution prevention with chemical process simulators: the generalized waste reduction (WAR) algorithm full version

Pollution prevention with chemical process simulators: the generalized waste reduction (WAR) algorithm full version Computer and Chemical Engineering 23 (1999) 623 634 Pollution prevention with chemical proce imulator: the generalized wate reduction (WAR) algorithm full verion Heriberto Cabeza *, Jane C. Bare, Subir

More information

Exergy Analysis of Organic Rankine Cycle with Internal Heat Exchanger

Exergy Analysis of Organic Rankine Cycle with Internal Heat Exchanger International Journal of Material, Mechanic and Manufacturing, Vol. 1, No. 1, February 21 Exergy Analyi of Organic Rankine Cycle with Internal Heat Exchanger Kyoung Hoon Kim, Hyung Jong Ko, and Se Woong

More information

MODELLING OF AEROBIC REACTORS FOR LANDFILL METHANE OXIDATION.

MODELLING OF AEROBIC REACTORS FOR LANDFILL METHANE OXIDATION. Proceeding of the 13 th International Conference on Environmental Science and Technology Athen, Greece, 5-7 September 13 MODELLING OF AEROBIC REACTORS FOR LANDFILL METHANE OXIDATION. I.M. MANCINI, S. MASI,

More information

Bachelor End Project: Characterization of the constitutive behavior of polymer foams

Bachelor End Project: Characterization of the constitutive behavior of polymer foams Bachelor End Project: Characterization of the contitutive behavior of polymer foam R. van Eijden MT 05.27 Coach: Dr. ir. J.A.W. van Dommelen Eindhoven, April 21t 2005 Content Content Abtract Lit of ymbol

More information

Experimental Investigation of Sediment Trap Efficiency in Reservoirs

Experimental Investigation of Sediment Trap Efficiency in Reservoirs ENGINEER - Vol. XLVII, No. 0, pp. [1-8], 014 The Intitution of Engineer, Sri Lanka Experimental Invetigation of Sediment Trap Efficiency in Reervoir N.M.T.K. Revel, L.P.G.R. Ranairi, R.M.C.R.K. Rathnayake

More information

environment of the Poyang Lake of the department of Education, Nanchang University, Nanchang330031, China

environment of the Poyang Lake of the department of Education, Nanchang University, Nanchang330031, China doi:10.21311/002.31.10.20 Cot - Benefit Analyi of Green Building Baed on Input - Output Theory Liu Wei 1, 2, 3, Wu zhijiang 1 1 Eat China Jiaotong Univerity, Nanchang330013, China 2 The School of economic

More information

Keywords: ILSS, Flexural Strength, Hybrid Polymer Composite, Curing, Epoxy Resin 5052, Vacuum Bagging.

Keywords: ILSS, Flexural Strength, Hybrid Polymer Composite, Curing, Epoxy Resin 5052, Vacuum Bagging. American International Journal Reearch in Science, Technology, Engineering & Mathematic Available online at http://www.iair.net ISSN (Print): 2328-3491, ISSN (Online): 2328-3580, ISSN (CD-ROM): 2328-3629

More information

Working Party on Agricultural Policies and Markets

Working Party on Agricultural Policies and Markets Unclaified AGR/CA/APM(2001)24/FINAL AGR/CA/APM(2001)24/FINAL Unclaified Organiation de Coopération et de Développement Economique Organiation for Economic Co-operation and Development 22-Jul-2002 Englih

More information

Management Science Letters

Management Science Letters Management Science Letter 2 (202) 247 252 Content lit available at GrowingScience Management Science Letter homepage: www.growingscience.com/ml An empirical tudy to meaure the impact of loan aignment for

More information

Aggregate Supply. MPL i = Y i / L i

Aggregate Supply. MPL i = Y i / L i Aggregate Supply The upply of output depend on the behavior of producer. roducer' chooe the quantity of input to employ. Thee input produce output and we aume that producer chooe their input to maximize

More information

Afforestation Subsidy under Asymmetric Information and Transaction Cost in Developing Countries: Does rural capital market imperfection matter?

Afforestation Subsidy under Asymmetric Information and Transaction Cost in Developing Countries: Does rural capital market imperfection matter? Afforetation Subidy under Aymmetric Information and Tranaction Cot in Developing Countrie: Doe rural capital market imperfection matter? Dambala Gelo, Steven Koch 2 Abtract Thi paper deal with the deign

More information

RESILIENT INFRASTRUCTURE June 1 4, 2016

RESILIENT INFRASTRUCTURE June 1 4, 2016 RESILIENT INFRASTRUCTURE June 1 4, 2016 EXPERIMENTAL STUDY ON THE CAPACITY OF BARRIER DECK ANCHORAGE IN MTQ PL-3 BARRIER REINFORCED WITH HM-GFRP BARS WITH HEADED ENDS Michael Rotami Department of Civil

More information

Indicative simplified baseline and monitoring methodologies for selected small-scale CDM project activity categories

Indicative simplified baseline and monitoring methodologies for selected small-scale CDM project activity categories III.AU./Verion 01 TYPE III - OTHER PROJECT ACTIVITIES Project participant hall apply the general guideline to SSC CDM methodologie, information on additionality (attachment A to Appendix B) and general

More information

Keränen, Jukka; Airo, Erkko; Olkinuora, Pekka; Hongisto, Valtteri Validity of ray-tracing method for the application of noise control in workplaces

Keränen, Jukka; Airo, Erkko; Olkinuora, Pekka; Hongisto, Valtteri Validity of ray-tracing method for the application of noise control in workplaces Powered by TCPDF (www.tcpdf.org) Thi i an electronic reprint of the original article. Thi reprint may differ from the original in pagination and typographic detail. Author(): Title: Keränen, Jukka; Airo,

More information

Land-Surface Models, Page 1

Land-Surface Models, Page 1 Land-Surface Model Introduction A land-urface model mut be able to accurately depict the interaction of the atmophere with the underlying urface land a well a the interaction of the ub-urface, or ubtrate,

More information

An adaptive design approach for a geothermal plant with changing resource characteristics

An adaptive design approach for a geothermal plant with changing resource characteristics An adaptive deign approach for a geothermal plant with changing reource characteritic M. Imroz Sohel 1,*, Mathieu Sellier 2, Suan Krumdieck 2 1 Scion, e Papa ipu Innovation Park, 49 Sala Street, Rotorua,

More information

As companies outsource more product design and manufacturing activities to other members of the supply

As companies outsource more product design and manufacturing activities to other members of the supply MANAGEMEN SCIENCE Vol. 55, No. 7, July 2009, pp. 1122 1138 in 0025-1909 ein 1526-5501 09 5507 1122 inform doi 10.1287/mnc.1090.1008 2009 INFORMS Quality Improvement Incentive and Product Recall Cot Sharing

More information

Calculation of crack width and crack spacing

Calculation of crack width and crack spacing Preented at Nordic Mini-eminar: Fibre reinforced concrete, Trondheim, November 5 th 2007. Calculation of crack width and crack pacing Ingemar Löfgren Thoma Concrete Group E-mail: ingemar.lofgren@tcg.nu

More information

Modeling Suspended Sediments in Dez Basin (Case Study: The Tale Zang Hydrometric Station)

Modeling Suspended Sediments in Dez Basin (Case Study: The Tale Zang Hydrometric Station) International Reearch Journal of Applied and Baic Science. Vol., 3 (2), 402-407, 2012 Available online at http://www.irjab.com ISSN 2251-838X 2012 Modeling Supended Sediment in Dez Bain (Cae Study: The

More information

Computer Analysis of In-plane Behavior of Masonry Walls Strengthened by FRP Strips

Computer Analysis of In-plane Behavior of Masonry Walls Strengthened by FRP Strips , 22-24 October, 2014, San Francico, USA Computer Analyi of In-plane Behavior of Maonry Wall Strengthened by FRP Strip J. Szolomicki Abtract The paper concern the trengthening uing FRP compoite of maonry

More information

Aalborg Universitet. Published in: I E E E Transactions on Industrial Electronics. DOI (link to publication from Publisher): /TIE.2016.

Aalborg Universitet. Published in: I E E E Transactions on Industrial Electronics. DOI (link to publication from Publisher): /TIE.2016. Aalborg Univeritet Droop Control with Improved Diturbance Adaption for PV Sytem with Two Power Converion Stage Liu, Hongpeng; Loh, Poh Chiang; Wang, Xiongfei; Yang, Yongheng; Wang, Wei; Xu, Dianguo Publihed

More information

CONSTRUCTION SPECIFICATION FOR COMPACTING

CONSTRUCTION SPECIFICATION FOR COMPACTING ONTARIO PROVINCIAL STANDARD SPECIFICATION OPSS.MUNI 501 NOVEMBER 2017 CONSTRUCTION SPECIFICATION FOR COMPACTING TABLE OF CONTENTS 501.01 SCOPE 501.02 REFERENCES 501.03 DEFINITIONS 501.0 DESIGN AND SUBMISSION

More information

CLT rib panel by Stora Enso. English

CLT rib panel by Stora Enso. English CLT rib panel by Stora Eno Englih Stora Eno The renewable material company Part of the bioeconomy, Stora Eno i a leading provider of renewable olution in packaging, biomaterial, wooden contruction and

More information

GMACE Pilot #4: Adjusting the National Reliability Input Data

GMACE Pilot #4: Adjusting the National Reliability Input Data INTERBULL BULLETIN NO. 48. Berlin, Germany, May 20 21, 2014 GMACE Pilot #4: Adjuting the National Reliability Input Data P. G. Sullivan 1 and J. H. Jakoben 2 1 Canadian Dairy Network, Guelph, ON, Canada

More information

CO 2 emissions trading planning in combined heat and power production via multi-period stochastic optimization

CO 2 emissions trading planning in combined heat and power production via multi-period stochastic optimization European Journal of Operational Reearch 176 (2007) 1874 1895 O.R. Application CO 2 emiion trading planning in combined heat and power production via multi-period tochatic optimization Aiying Rong *, Rito

More information

SYNOPSIS OF THE THESIS. Enhanced Power Quality Management of Grid Connected Wind Farm

SYNOPSIS OF THE THESIS. Enhanced Power Quality Management of Grid Connected Wind Farm SYNOPSIS OF THE THESIS Enhanced Power Quality Management of Grid Connected Wind Farm INTRODUCTION OF THE THESIS Faster depletion of fossil fuels and environmental damage has resulted into increased use

More information

United States Patent (19) Smith

United States Patent (19) Smith United State Patent (19) Smith (54 CONTROL FOR A POWER PLANT COAL MILL PULVERIZER HAVING FEEDFORWARD DAMPER POSITONING 75 Inventor: 73) Aignee: William J. Smith, Verona, Pa. Wetinghoue Electric Corp.,

More information

AN ASSESSMENT OF RENEWABLE ENERGY POTENTIALS IN NIGERIA USING BIOGAS

AN ASSESSMENT OF RENEWABLE ENERGY POTENTIALS IN NIGERIA USING BIOGAS International Journal of Civil Engineering and Technology (IJCIET) Volume 9, Iue 11, November 2018, pp. 2938 2948, Article ID: IJCIET_09_11 292 Available online at http://www.ia aeme.com/ijciet/iue.ap?jtype=ijciet&vtype=

More information

Design and Modeling of Wind Energy Conversion System Based on PMSG Using MPPT Technique

Design and Modeling of Wind Energy Conversion System Based on PMSG Using MPPT Technique 96 Design and Modeling of Wind Energy Conversion System Based on PMSG Using MPPT Technique Neetu Singh 1, Dr. Bhupal Singh 2 1 M.Tech Scholar, Dept. of EEE, Uttar Pradesh Technical University, Lucknow,

More information

Mathematical Modeling of Bioremediation of Soil Contaminated With Spent Motor Oil

Mathematical Modeling of Bioremediation of Soil Contaminated With Spent Motor Oil Journal of Emerging Trend in Engineering and Applied Science (JETEAS) 3 (4): 654-659 Scholarlink Reearch Intitute Journal, 1 (ISSN: 141-716) jetea.cholarlinkreearch.org Journal of Emerging Trend in Engineering

More information

Performance of Non-Condensing Steam Turbine by Using Energy and Energy Analysis

Performance of Non-Condensing Steam Turbine by Using Energy and Energy Analysis Performance of Non-Condening Steam Turbine by Uing Energy and Energy Analyi Mr. K.Lavanya, M.Tech Aitant Profeor, Department of Mechanical Engineering, Sanketika Vidya Parihad Engineering College, P.M.Palem,

More information

A Morphing Extrusion Die for Manufacturing of Thermoplastic Hoses THESIS

A Morphing Extrusion Die for Manufacturing of Thermoplastic Hoses THESIS A Morphing Extruion Die for Manufacturing of Thermoplatic Hoe THESIS Preented in Partial Fulfillment of the Requirement for the Degree Mater of Science in the raduate School of The Ohio State Univerity

More information

Income Distribution Effects of EU Rural Development Policies: The Case of Farm Investment Support

Income Distribution Effects of EU Rural Development Policies: The Case of Farm Investment Support Income itribution Effect of EU Rural evelopment Policie: The Cae of Farm Invetment Support Pavel Ciaian 1 and Tomáš Ratinger 1 IPTS-JRC European Commiion and Slovak Agricultural Univerity UZEI - Intitute

More information

Notes on the GoldSim Plume Function

Notes on the GoldSim Plume Function NAC-0036_R1 Note on the GoldSim Plume Function Augut 014 Prepared by John auxe NEPUNE AND COMPANY, INC. 1505 15 th St, Suite B, o Alamo, NM 87544 itle: Decription: hi document calculation detail of the

More information