Finite Element Analysis and Optimization for the Multi- Stage Deep Drawing of Molybdenum Sheet

Size: px
Start display at page:

Download "Finite Element Analysis and Optimization for the Multi- Stage Deep Drawing of Molybdenum Sheet"

Transcription

1 Fnte Element Analyss and Optmzaton for the Mult- Deep of Molybdenum Sheet Heung-Kyu Km a,*, Seok Kwan Hong a, Jong-Kl Lee b, Byung-Hee Jeon c, Jeong Jn Kang a, and Young-moo Heo a a Precson Molds and Des Technology Team, Korea Insttute of Industral Technology b Department of Mechancal Engneerng, Korea Polytechnc Unversty c Department of Mechancal Engneerng and Desgn, Induk Insttute of Technology Abstract. Molybdenum, a bcc refractory metal wth a meltng pont of about 2600 C, has a hgh heat and electrcal conductvty. In addton, t remans strong mechancally at hgh temperatures as well as at low temperatures. Therefore t s a technologcally very mportant materal for the applcatons operatng at hgh temperatures. However, a multstage process s requred due to the low drawablty for makng a deep drawn part from the molybdenum sheet. In ths study, a mult-stage deep drawng process for a molybdenum crcular cup was desgned by combnng the drawng wth the ronng, whch was effectve for the low drawablty materals. A parametrc study by FE analyss for the mult-stage deep drawng was conducted for evaluaton of the desgn varables effect. Based on the FE analyss result, the multstage deep drawng process was parameterzed by the desgn varables, and an optmum process desgn was obtaned by the process optmzaton based on the FE smulaton at each stage. 1. INTRODUCTION Molybdenum, wth a meltng pont of about 2600 C, s a mechancally strong materal even at hgh temperatures as well as at low temperatures, and thus t can be used for the applcatons operatng at hgh temperatures [1-3]. However, because of the low lmtng drawng rato and the easy oxdaton of the molybdenum at hgh temperatures, a mult-stage cold formng process s requred for makng a deep drawn part from the molybdenum sheet. The manufacturng cost for the mult-stage process s related to the number of stage nvolved, and so reducng the number of stage as many as possble s one of the process desgn objectve. For that purpose, the respectve formng stages should be carefully desgned and arranged n order to avod a falure durng the specfed numbers of stages. Generally, desgn of such optmum mult-stage process requres a tremendous amount of tral-and-error usng the expermental or the analytcal approach [4]. Thus, n many cases, we have to be satsfed wth a good desgn rather than the optmum desgn. In the present paper, the mult-stage deep drawng process for a molybdenum cup was nvestgated expermentally and theoretcally usng FE analyss, and fnally the optmum desgn of the mult-stage process was attempted by applyng an optmzaton algorthm to the overall stage. Due to the tremendous amount of calculaton tme, the optmzaton was conducted under the constrant of fxed number of stage. 2. MULTI-STAGE DEEP DRAWING PROCESS AND PARAMETRIC STUDY BY FINITE ELEMENT ANALYSIS The molybdenum sheet usually has a low drawng rato, and thus t requres many drawng stages to be transformed nto a deep drawn cup shape. To estmate the maxmum strokes per stages and obtan the materal propertes for FE analyss, a tenson test of the molybdenum sheet was conducted. The test procedure wth the result and the consttutve modelng are descrbed n the followng. 873

2 2.1 Unaxal Tenson Test and Plastc Behavor Modelng Unaxal tenson test of molybdenum sheet was conducted to measure the flow stress curve. As the asreceved molybdenum sheet has the planar ansotropy, the test was conducted for the specmens cut n the three dfferent orentatons of 0, 45, and 90 from the sheet. The test results for the respectve orentaton specmens are shown n fgure 1. True stress [Mpa] o 45 o 90 o True stran [mm/mm] FIGURE 1. Stress-stran curves for 0, 45, and 90 obtaned by unaxal tenson test Though the molybdenum sheet has the ansotropy n the sheet plane as shown n fgure 1, we assume the sheet as an sotropc materal for smplcty n the present study because the 3-D FE analyss usng the ansotropc materal model s computatonally too expensve and also the ronng process, explaned n the followng, requres the local deformaton analyss pror to the ansotropy analyss. Thus, the flow stress curves from the three orentatons were averaged, smlar to the r-value averagng, as σ σ + 2σ + σ = (1) predct the falure n the drawng process because the man deformaton n the cup drawng s plane-stran stretchng nstead of unaxal tenson. Then the crtcal effectve stran s calculated, smlar to the unaxal tenson, as ε = n n (3) * 2 From equaton (2) and (3), t s assumed that the * crtcal stran n the plane-stran drawng, ε, s about /2 tmes that n the unaxal tenson, ε * 1. Therefore we can approxmate /2 tmes the lmt stran n the unaxal tenson test as the lmt stran n the sngle-stage cup drawng. Ths lmt stran provdes an mportant crteron for sngle-stage drawng process desgn. However, as dscussed below, the mult-stage deep drawng process ncludes the ronngs as well as the pure drawngs, and the falure behavor of the ronng s dfferent from that of the drawng. For the evaluaton of the falure crteron such as the crtcal stran for the drawng-ronng combned process, the falure mechansm durng the ronng as well as the ronng effect on the materal flow stress should be nvestgated. 2.2 Intal Mult- Process Desgn and Expermental Try-Out Fnal target cup dmensons and the cup desgn varables for the ntermedate stages are shown n fgure 2 and table 1. For the cup desgn varables, 8- stage process was ntally desgned as shown n table 1 based on the followng rule of thumb; drawng rato desgn consderng the formng dffculty, desgn parameter desgn consderng the process contnuty (de corner radus, ntake angle, etc.), process arrangement consderng the volume constancy, and ronng process ncluson based on the experence. Thn sheet specmen loaded n the unaxal tenson test experences the localzed neckng, and then the localzed neckng fnally leads to a falure of the specmen. If the flow stress behavor of the sheet s n descrbed as a power law, σ = Kε, the crtcal stran for the localzed neckng becomes [5] * ε 1 = 2n (2) where we denote the stretchng drecton as 1. However, the crtcal stran for the localzed neckng under plane-stran condton s necessary to (a) (b) FIGURE 2. (a) Fnal target cup dmensons and (b) cup desgn varables for the ntermedate stages 874

3 TABLE 1. Intal desgn of the cup desgn varables at each stage for 8-stage process t = 0.5(D 0 -D t ) #1 #2 #3 #4 #5 #6 #7 #8 DO t L *, R d e (degree) - For the evaluaton of the ntal desgn, the multstage deep drawng was conducted usng the machned drawng des. Because of the low drawablty of the molybdenum sheet as well as the dffculty of the deep drawng process, the expermentally obtaned product showed the falure n the wall near the cup bottom at the stage #7. The expermental try-out results are shown n fgure 3. Illlllll^^l^ FIGURE 3. Expermental try-out result at each stage for the ntal desgn 2.3 Parametrc Study by FE Analyss The rato of wall thckness to cup dameter of ths nvestgaton s relatvely large compared wth other drawn cups assumed as sheet metal formng product. In addton, the thckness of the sheet s reduced by the ronng process. Therefore, the sold element modelng seems to be more sutable for the FE analyss of the local materal flow by the ronng than the shell element modelng. In ths study, the molybdenum sheet was modeled usng multple numbers of fnte elements across the thckness drecton. Because the ronng usually provdes more unform cup heght dstrbuton than the pure drawng, and the 3-D FE analyss consderng the ansotropy of the materal s computatonally expensve for mult-stage smulaton, 2-D FE analyss based on the sotropc materal behavor was conducted n the followng parametrc study and the process optmzaton. For the FE smulaton, the commercal code MARC was utlzed. The wall thckness of the cup must be reduced from 0.2 to O.lmm durng the mult-stage deep drawng ' because the thckness of the as-receved sheet was 0.2mm. The wall thckness reducton at each stage can be accomplshed by controllng the clearance, c, between the punch and the lower de. If the clearance s smaller than the wall thckness, the current stage s regarded as an ronng process. If not the case, the current stage s regarded as a drawng process. For convenence, we consder only the cases when the clearance s smaller than or equal to the wall thckness. In that case, we assume that c = t for drawng, and c < t for ronng. For the evaluaton of the ronng effect on the fnal cup qualty, FE analyss was conducted for 6 cases of dfferent sequental clearance desgns ncludng the ntal desgn. In the present study, for convenence, only the clearances at stages #2, #3, #4 and #5 were perturbed as shown n table 2. The maxmum effectve stran after the fnal stage, ^, or the falure occurrng stage predcted by FE analyss are also shown n table 2. TABLE 2. Dfferent sequental clearance desgns at stages #2 9 #3 9 #4, and #5 9 and FE analyss predcton ( 5 : ntal desgn defned n table 2) #2 #3 #4 # Clearance selecton at the early stages should be carefully determned by consderng the fnal product qualty. In the current molybdenum cup deep drawng, t s assumed from the FE analyss result that the stage #2 should be drawng rather than ronng because the maxmum effectve stran after the fnal stage was lower or the process was more successful n cases of drawng than ronng at the stage #2. Consderng the materal flow predcton by FE analyss, t s assumed that the flange formed n the early stages hndered the materal flow durng the drawng or the ronng n the later stages. Therefore, for mprovng the materal flow, the flange should be mnmzed as much as possble by drawng n the early stages. 875

4 The maxmum stroke at each stage wthout causng falure can be controlled by the clearance. For evaluaton of the maxmum stroke, FE analyss was conducted by usng dfferent clearances for the stage #6 of the ntal desgn. Pushng the punch downward untl the falure occurred, the maxmum possble strokes were predcted for a drawng and ronng as shown n fgure 4. However, the maxmum stroke was also affected by the de corner radus, R d. Usng the corner radus of 2.0 nstead of 0.5, the maxmum strokes decreased as shown n fgure 5. evaluaton of the effect, FE analyss was conducted by usng dfferent ntake angles for the stage #6 of the ntal desgn. FE analyss result shows that the maxmum stroke ncreases as the ntake angle ncreases, as shown n fgure 6. The reason s because the frctonal force between the flange and the de hndered the materal flow nto the punch-de gap, and the flange-de contact area decreases as the ntake angle ncreases. (a) stroke=4.13 (b) stroke=5.14 (a) stroke=4.19 (b) stroke=5.14 (c) stroke=5.77 FIGURE 6. Predcted maxmum stokes durng the stage #6 for ronng; c = 0.09, (a) θ = 15, (b) θ =, and (c) θ = 60 FIGURE 4. Predcted maxmum stokes durng the stage #6 for de corner radus=0.5, (a) drawng; c =, and (b) ronng; c = OPTIMIZATION OF MULTI-STAGE DEEP DRAWING PROCESS BASED ON FINITE ELEMENT SIMULATION 3.1 Optmzaton Procedure (a) stroke=4.02 (b) stroke=4.98 FIGURE 5. Predcted maxmum stokes durng the stage #6 for de corner radus=2.0, (a) drawng; c =, and (b) ronng; c = 0.09 De ntake angle, θ, as well as the de corner radus had an effect on the maxmum stroke. For As dscussed above, varous desgn varables have an effect on the feasblty of the desred deep drawng. Therefore, the optmum mult-stage deep drawng process desgn requres the consderaton of the effects by those desgn varables. However, the effects by the varables are cross-related due to the nonlnearty n the geometry and the materal response, and so the effects by the respectve varables provde only the ntuton for process desgn. Therefore, a systematc optmzaton should be used wth the FE smulaton because the FE analyss based tral-and-error as well as the expermental approach requres tremendous amount of tme and cost for the optmum desgn of the mult-stage process. Of course, the FE smulaton should be valdated by experment f the FE analyss based optmzaton could provde a meanngful result. 876

5 In the present nvestgaton, the commercal optmzaton code SIGHT was used to desgn the optmum mult-stage process by callng MARC nternally for FE smulaton at each stage. As the optmzaton algorthm, the Adaptve Smulated Annealng (ASA) was used because t was very well suted for solvng hghly non-lnear problems and also effectve n fndng the global optmum [6]. In the ASA algorthm, the desgn, x k prevous desgn, x, as ( ) k+ 1 = k + ξ T UB LB k +1 x x x x, ξ T 1,1 [ ] where UB x and, s updated from the (4) LB x denote the upper and lower bound of the desgn, x, respectvely, and ξ T s a random varable [7]. Based on the prevous FE analyss result, punch dameter, clearance, and stroke at each stage were selected as the ndependent desgn varables for optmzaton. Because the falure was closely related wth the excessve stran, we assumed the objectve functon, ( ) ( ) f x, to be mnmzed as 1 f x = W ε + W (5) t fnal 1 max 2 fnal cup bottom fnal where ε max was the maxmum effectve stran after the fnal stage, and t fnal cup bottom the thckness of the cup bottom, whch was ntroduced to satsfy the target cup dmenson at bottom. W 1 = 10.0 and W 2 = 1.0 are the weght factor. Intal value, lower and upper bound for each desgn varable were assumed as show n table 3, 4, and 5. TABLE 3. Desgn range for punch dameter Lower Intal Upper bound value bound #2 Ø1.5 Ø3.4 Ø3.4 #3 Ø1.5 Ø2.8 Ø3.4 #4 Ø1.5 Ø2.3 Ø3.4 #5 Ø1.5 Ø1.9 Ø3.4 #6 Ø1.5 Ø1.5 Ø3.4 #7 Ø1.5 Ø1.5 Ø3.4 #8 - Ø1.5 - TABLE 4. Desgn range for clearance Lower Intal Upper bound value bound # # # # # # # TABLE 5. Desgn range for stroke Lower Intal Upper bound value bound # # # # # # # Optmzaton Result based on FE Smulaton Through teratve calculatons, an optmum multstage process was obtaned. The cup deformatons at each stage for the optmum desgn are shown n fgure 7. For comparson, the maxmum effectve strans predcted at each stage were shown n table 6 compared wth those for the ntal desgn. From the result, t s assumed that the maxmum effectve stran of the optmzed fnal cup can be reduced to 78% of the ntal desgn. Ths result suggests that the optmum process s practcally more relable than the ntally desgned process and, more mportant, the number of stage can be reduced. TABLE 6. Predcted maxmum effectve strans, ε max, after each stage for the ntal and the optmum desgn Intal desgn Optmum desgn Stran rato (A) (B) (B/A) # # # # # # #

6 FIGURE 7. FE smulated cup deformatons for the optmum desgn 4. CONCLUSIONS In the present paper, the mult-stage deep drawng usng the molybdenum sheet was nvestgated by the experment as well as the FE analyss. The parametrc study was conducted for the mult-stage deep drawng, and the optmum desgn was obtaned by the process optmzaton usng the FE smulaton at each stage. From the parametrc study by FE smulaton, t was assumed that varous desgn varables such as clearance, de corner radus, and de ntake angle had an effect on the stroke per stage, the materal flow, and the fnal product qualty. However, as the assumed effects provded only the ntuton for optmum desgn, teratve FE smulaton was conducted under the optmzaton algorthm to obtan the optmum multstage process. The present paper showed the possblty of the FE analyss based optmzaton of the hghly nonlnear process such as the mult-stage deep drawng. In the future, the falure crteron durng the ronng and the 3-D FE analyss based optmzaton should be conducted for more precse process optmzaton. REFERENCES 1. Nemat-Nasser, S., Guo, W., and Lu, M., Expermenally-Based Mcromechancal Modelng of Dynamc Response of Molybdenum, Scrpta Materala, V.40, N.7, 1999, pp Cheng, J., Nemat-Nasser, S., and Guo, W., A Unfed Consttutve Model for Stran-Rate and Temperature Dependent Behavor of Molybdenum, Mechancs of Materals, 33, 2001, pp Hollang, L., Brunner, D., and Seeger, A., Work Hardenng and Flow Stress of Ultrapure Molybdenum Sngle Crystals, Materals Scence and Engneerng A , 2001, pp Km, S.H., Km, S.H, and Huh, H., Tool Desgn n a Mult- and Process of a Rectangular Cup wth a Large Aspect Rato Usng Fnte Element Analyss, Internatonal Journal of Machne Tools & Manufacture, V.42, 2002, pp Hosford, W.F., Caddell, R.M., METAL FORMING, Prentce Hall Internatonal Inc., 1993, pp Ingber, L., Smulated Annealng: Practce versus Theory, Mathematcal Computer Modelng, 18, 1993, pp SIGHT Reference Gude, Ver.9.0, Engneous Software Inc., pp ACKNOWLEDGMENTS The authors wsh to acknowledge the support from the Korea Mnstry of Commerce, Industry and Energy and the Inter-Research Consortum for Materals & Components Technology. 878

Simulation of Steady-State and Dynamic Behaviour of a Plate Heat Exchanger

Simulation of Steady-State and Dynamic Behaviour of a Plate Heat Exchanger Journal of Energy and Power Engneerng 10 (016) 555-560 do: 10.1765/1934-8975/016.09.006 D DAVID PUBLISHING Smulaton of Steady-State and Dynamc Behavour of a Plate Heat Exchanger Mohammad Aqeel Sarareh

More information

COMPARISON ANALYSIS AMONG DIFFERENT CALCULATION METHODS FOR THE STATIC STABILITY EVALUATION OF TAILING DAM

COMPARISON ANALYSIS AMONG DIFFERENT CALCULATION METHODS FOR THE STATIC STABILITY EVALUATION OF TAILING DAM Blucher Mechancal Engneerng Proceedngs May 2014, vol. 1, num. 1 www.proceedngs.blucher.com.br/evento/10wccm COMPARISON ANALYSIS AMONG DIFFERENT CALCULATION METHODS FOR THE STATIC STABILITY EVALUATION OF

More information

FIN DESIGN FOR FIN-AND-TUBE HEAT EXCHANGER WITH MICROGROOVE SMALL DIAMETER TUBES FOR AIR CONDITIONER

FIN DESIGN FOR FIN-AND-TUBE HEAT EXCHANGER WITH MICROGROOVE SMALL DIAMETER TUBES FOR AIR CONDITIONER FIN DESIGN FOR FIN-AND-TUBE HEAT EXCHANGER WITH MICROGROOVE SMALL DIAMETER TUBES FOR AIR CONDITIONER Yfeng Gao (a), J Song (a), Jngdan Gao (b), Guolang Dng (b)* (a) Internatonal Copper Assocaton Shangha

More information

EFFECT OF VOLUME ON THE MECHANICAL PROPERTIES OF NICKEL NANOWIRE

EFFECT OF VOLUME ON THE MECHANICAL PROPERTIES OF NICKEL NANOWIRE Materals Physcs and Mechancs 18 (2013) 53-62 Receved: October 6, 2013 EFFECT OF VOLUME ON THE MECHANICAL PROPERTIES OF NICKEL NANOWIRE M.M. Ash 1,2*, M.D. Starostenkov 2 1 Physcs department, Faculty of

More information

A Multi-Product Reverse Logistics Model for Third Party Logistics

A Multi-Product Reverse Logistics Model for Third Party Logistics 2011 Internatonal Conference on Modelng, Smulaton and Control IPCSIT vol.10 (2011) (2011) IACSIT Press, Sngapore A Mult-Product Reverse Logstcs Model for Thrd Party Logstcs Tsa-Yun Lao, Agatha Rachmat

More information

Evaluating The Performance Of Refrigerant Flow Distributors

Evaluating The Performance Of Refrigerant Flow Distributors Purdue Unversty Purdue e-pubs Internatonal Refrgeraton and Ar Condtonng Conference School of Mechancal Engneerng 2002 Evaluatng The Performance Of Refrgerant Flow Dstrbutors G. L Purdue Unversty J. E.

More information

Formability Analysis of Crca-IS2 Sheet to Eliminates the Defects during Deep Draw

Formability Analysis of Crca-IS2 Sheet to Eliminates the Defects during Deep Draw Journal of Graphc Era Unversty ISSN: 0975-1416 (Prnt), 2456-4281 (Onlne) Formablty Analyss of Crca-IS2 Sheet to Elmnates the Defects durng Deep Draw Satpal Sngh 1, Gurmeet Sngh 2*, Smardeep Sngh 3 1 hapar

More information

Experiments with Protocols for Service Negotiation

Experiments with Protocols for Service Negotiation PROCEEDINGS OF THE WORKSHOP ON APPLICATIONS OF SOFTWARE AGENTS ISBN 978-86-7031-188-6, pp. 25-31, 2011 Experments wth Protocols for Servce Negotaton Costn Bădcă and Mhnea Scafeş Unversty of Craova, Software

More information

MULTIPLE FACILITY LOCATION ANALYSIS PROBLEM WITH WEIGHTED EUCLIDEAN DISTANCE. Dileep R. Sule and Anuj A. Davalbhakta Louisiana Tech University

MULTIPLE FACILITY LOCATION ANALYSIS PROBLEM WITH WEIGHTED EUCLIDEAN DISTANCE. Dileep R. Sule and Anuj A. Davalbhakta Louisiana Tech University MULTIPLE FACILITY LOCATION ANALYSIS PROBLEM WITH WEIGHTED EUCLIDEAN DISTANCE Dleep R. Sule and Anuj A. Davalbhakta Lousana Tech Unversty ABSTRACT Ths paper presents a new graphcal technque for cluster

More information

A Two-Echelon Inventory Model for Single-Vender and Multi-Buyer System Through Common Replenishment Epochs

A Two-Echelon Inventory Model for Single-Vender and Multi-Buyer System Through Common Replenishment Epochs A Two-Echelon Inventory Model for Sngle-Vender and Mult-Buyer System Through Common Replenshment Epochs Wen-Jen Chang and Chh-Hung Tsa Instructor Assocate Professor Department of Industral Engneerng and

More information

High impact force attenuation of reinforced concrete systems

High impact force attenuation of reinforced concrete systems Structures Under Shock and Impact XII 273 Hgh mpact force attenuaton of renforced concrete systems Y. Km, T. El-Korch & K. S. Arsava Department of Cvl and Envronmental Engneerng, Worcester Polytechnc Insttute

More information

Experimental Validation of a Suspension Rig for Analyzing Road-induced Noise

Experimental Validation of a Suspension Rig for Analyzing Road-induced Noise Expermental Valdaton of a Suspenson Rg for Analyzng Road-nduced Nose Dongwoo Mn 1, Jun-Gu Km 2, Davd P Song 3, Yunchang Lee 4, Yeon June Kang 5, Kang Duc Ih 6 1,2,3,4,5 Seoul Natonal Unversty, Republc

More information

Fast Algorithm for Prediction of Airfoil Anti-icing Heat Load *

Fast Algorithm for Prediction of Airfoil Anti-icing Heat Load * Energy and Power Engneerng, 13,, 493-497 do:.4236/epe.13.4b09 Publshed Onlne July 13 (http://www.scrp.org/ournal/epe) Fast Algorthm for Predcton of Arfol Ant-cng Heat * Xueqn Bu, Ru Yang, Ja Yu, Xaobn

More information

1 Basic concepts for quantitative policy analysis

1 Basic concepts for quantitative policy analysis 1 Basc concepts for quanttatve polcy analyss 1.1. Introducton The purpose of ths Chapter s the ntroducton of basc concepts of quanttatve polcy analyss. They represent the components of the framework adopted

More information

Reprint from "MPT-Metallurgical P(ant and Technology International" issue No. 2/1990, pages Optimization of. Tempcore installations for

Reprint from MPT-Metallurgical P(ant and Technology International issue No. 2/1990, pages Optimization of. Tempcore installations for Reprnt from "MPT-Metallurgcal P(ant and Technology nternatonal" ssue No. 2/990, pages 6-69 (Ç 990, Verlag StahlesenmbH, Düsseldorf Optmzaton of. Tempcore nstallatons for rebars Perre Smon, Centre de Recherches

More information

Study on Productive Process Model Basic Oxygen Furnace Steelmaking Based on RBF Neural Network

Study on Productive Process Model Basic Oxygen Furnace Steelmaking Based on RBF Neural Network IJCSI Internatonal Journal of Computer Scence Issues, Vol., Issue 3, No 2, May 24 ISSN (Prnt): 694-84 ISSN (Onlne): 694-784 www.ijcsi.org 7 Study on Productve Process Model Basc Oxygen Furnace Steelmakng

More information

Static coarsening of titanium alloys in single field by cellular automaton model considering solute drag and anisotropic mobility of grain boundaries

Static coarsening of titanium alloys in single field by cellular automaton model considering solute drag and anisotropic mobility of grain boundaries Artcle Progress of Projects Supported by NSFC Materals Scence May 2012 Vol.57 No.13: 14731482 do: 10.1007/s11434-012-5002-9 SPECIAL TOPICS: Statc coarsenng of ttanum alloys n sngle feld by cellular automaton

More information

Prediction algorithm for users Retweet Times

Prediction algorithm for users Retweet Times , pp.9-3 http://dx.do.org/0.457/astl.05.83.03 Predcton algorthm for users Retweet Tmes Hahao Yu, Xu Feng Ba,ChengZhe Huang, Haolang Q Helongang Insttute of Technology, Harbn, Chna Abstract. In vew of the

More information

Calculation and Prediction of Energy Consumption for Highway Transportation

Calculation and Prediction of Energy Consumption for Highway Transportation Calculaton and Predcton of Energy Consumpton for Hghway Transportaton Feng Qu, Wenquan L *, Qufeng Xe, Peng Zhang, Yueyng Huo School of Transportaton, Southeast Unversty, Nanjng 210096, Chna; *E-mal: wenql@seu.edu.cn

More information

Dynamic optimal groundwater management considering fixed and operation costs for an unconfined aquifer

Dynamic optimal groundwater management considering fixed and operation costs for an unconfined aquifer Dynamc optmal groundwater management consderng fxed and operaton costs for an unconfned aqufer MING- SHENG. YEH, YU-WEN. CHEN 2, CHIN-TSAI. HSIAO 3, LIANG-CHENG. CHANG 5. Graduate Student of Department

More information

Optimal Design of Feeder for Sand Casted Steel Dumbbell: Simulation Studies for Techno-Economic Feasibility

Optimal Design of Feeder for Sand Casted Steel Dumbbell: Simulation Studies for Techno-Economic Feasibility Amercan Journal of Mechancal Engneerng, 2014, Vol. 2, No. 3, 93-98 Avalable onlne at http://pubs.scepub.com/ajme/2/3/6 Scence and Educaton Publshng DOI:10.12691/ajme-2-3-6 Optmal Desgn of Feeder for Sand

More information

Method for measuring viscoelastic properties of wood under high temperature and high pressure steam conditions

Method for measuring viscoelastic properties of wood under high temperature and high pressure steam conditions J Wood Sc (1999) 45:373-377 The Japan Wood Research Socety 1999 Wahyu Dwanto Toshro Morooka Msato Normoto Method for measurng vscoelastc propertes of wood under hgh temperature and hgh pressure steam condtons

More information

Evaluating the statistical power of goodness-of-fit tests for health and medicine survey data

Evaluating the statistical power of goodness-of-fit tests for health and medicine survey data 8 th World IMACS / MODSIM Congress, Carns, Australa 3-7 July 29 http://mssanz.org.au/modsm9 Evaluatng the statstcal power of goodness-of-ft tests for health and medcne survey data Steele, M.,2, N. Smart,

More information

RIGOROUS MODELING OF A HIGH PRESSURE ETHYLENE-VINYL ACETATE (EVA) COPOLYMERIZATION AUTOCLAVE REACTOR. I-Lung Chien, Tze Wei Kan and Bo-Shuo Chen

RIGOROUS MODELING OF A HIGH PRESSURE ETHYLENE-VINYL ACETATE (EVA) COPOLYMERIZATION AUTOCLAVE REACTOR. I-Lung Chien, Tze Wei Kan and Bo-Shuo Chen RIGOROUS MODELING OF A HIGH PRESSURE ETHYLENE-VINYL ACETATE (EVA) COPOLYMERIZATION AUTOCLAVE REACTOR I-Lung Chen, Tze We an and Bo-Shuo Chen Department of Chemcal Engneerng, Natonal Tawan Unversty of Scence

More information

Response Control Effect of Steel Building Structure Using Tuned Viscous Mass Damper

Response Control Effect of Steel Building Structure Using Tuned Viscous Mass Damper Response Control Effect of Steel Buldng Structure Usng Tuned Vscous Mass Damper Y. Sugmura, W. Goto, H. Tanzawa, K. Sato & T. Nnomya NTT FACILITIES, INC. T. Nagasaku NTT Urban Development Co. K. Sato NTT

More information

Construction of Control Chart Based on Six Sigma Initiatives for Regression

Construction of Control Chart Based on Six Sigma Initiatives for Regression 2018 IJSRST Volume 4 Issue 2 Prnt ISSN: 2395-6011 Onlne ISSN: 2395-602X Themed Secton: Scence and Technology Constructon of Control Chart Based on Sx Sgma Intatves for Regresson ABSTRACT R. Radhakrshnan

More information

A Scenario-Based Objective Function for an M/M/K Queuing Model with Priority (A Case Study in the Gear Box Production Factory)

A Scenario-Based Objective Function for an M/M/K Queuing Model with Priority (A Case Study in the Gear Box Production Factory) Proceedngs of the World Congress on Engneerng 20 Vol I WCE 20, July 6-8, 20, London, U.K. A Scenaro-Based Objectve Functon for an M/M/K Queung Model wth Prorty (A Case Study n the Gear Box Producton Factory)

More information

CONTRIBUTION OF INDIVIDUAL HARDENING PROCESS PARAMETERS ON MECHANICAL PROPERTIES OF 6061 ALUMINUM ALLOY - TAGUCHI APPROACH

CONTRIBUTION OF INDIVIDUAL HARDENING PROCESS PARAMETERS ON MECHANICAL PROPERTIES OF 6061 ALUMINUM ALLOY - TAGUCHI APPROACH May st 3 rd 04, rno, zech Republc, EU ONTRIUTION OF INIVIUL HRENING PROE PRMETERS ON MEHNIL PROPERTIES OF 606 LUMINUM LLOY - TGUHI PPROH l M. HT, hmad FLHTI, nette NNINGER epartment of Mechancal and Industral

More information

Practical Application Of Pressure-Dependent EPANET Extension

Practical Application Of Pressure-Dependent EPANET Extension Cty Unversty of New York (CUNY) CUNY Academc Works Internatonal Conference on Hydronformatcs 8-1-2014 Practcal Applcaton Of Pressure-Dependent EPANET Extenson Alemtsehay G. Seyoum Tku T. Tanymboh Follow

More information

Correlation of Texture and Plastic Anisotropy in the Al-Mg Alloy AA 5005

Correlation of Texture and Plastic Anisotropy in the Al-Mg Alloy AA 5005 Sold State Phenomena Vol. 15 (25) pp. 277-283 onlne at http://www.scentfc.net (25) Trans Tech Publcatons, Swtzerland Correlaton of Texture and Plastc Ansotropy n the Al-Mg Alloy AA 55 Olaf Engler 1,a,

More information

OVERVIEW OF 2007 E-DEFENSE BLIND ANALYSIS CONTEST RESULTS

OVERVIEW OF 2007 E-DEFENSE BLIND ANALYSIS CONTEST RESULTS The th World Conference on Earthquake Engneerng October -,, Beng, Chna OVERVIEW OF E-DEFENSE BLIND ANALYSIS CONTEST RESULTS Makoto Ohsak, Kazuhko Kasa, Tsuyosh Hkno and Yuch Matsuoka Assocate Professor,

More information

Application of Ant colony Algorithm in Cloud Resource Scheduling Based on Three Constraint Conditions

Application of Ant colony Algorithm in Cloud Resource Scheduling Based on Three Constraint Conditions , pp.215-219 http://dx.do.org/10.14257/astl.2016.123.40 Applcaton of Ant colony Algorthm n Cloud Resource Schedulng Based on Three Constrant Condtons Yang Zhaofeng, Fan Awan Computer School, Pngdngshan

More information

Research on chaos PSO with associated logistics transportation scheduling under hard time windows

Research on chaos PSO with associated logistics transportation scheduling under hard time windows Advanced Scence and Technology Letters Vol76 (CA 014), pp75-83 http://dxdoorg/101457/astl0147618 Research on chaos PSO wth assocated logstcs transportaton schedulng under hard tme wndows Yuqang Chen 1,

More information

Modeling the Interface Dynamics in Continuous Casting Molds employing ANSYS CFX

Modeling the Interface Dynamics in Continuous Casting Molds employing ANSYS CFX Modelng the Interface Dynamcs n Contnuous Castng Molds employng ANSYS CFX K. L. Z. Gltz 1, A. F. C. Slva 1, C. R. Malska 1, R. N. Borges 2, A. B. Soprano 1, B. T. Vale 1 1 SINMEC Computatonal Flud Dynamcs

More information

Modeling and Simulation for a Fossil Power Plant

Modeling and Simulation for a Fossil Power Plant Modelng and Smulaton for a Fossl Power Plant KWANG-HUN JEONG *, WOO-WON JEON, YOUNG-HOON BAE AND KI-HYUN LEE Corporate R&D Insttute Doosan Heavy Industres and Constructon Co., Ltd 555, Gwgo-dong, Changwon,

More information

Spot Welding Parameter Optimization To Improve Weld Characteristics For Dissimilar Metals

Spot Welding Parameter Optimization To Improve Weld Characteristics For Dissimilar Metals Spot Weldng Parameter Optmzaton To Improve Weld Characterstcs For Dssmlar Metals Aravnthan Arumugam, MohdAmz Nor Abstract: Resstance spot weldng s a process whch s wdely used n the automotve ndustry to

More information

Numerical Study of Waste Heat Recovery from Tunnel Kiln Utilized to Produce Rare Earth Phosphor

Numerical Study of Waste Heat Recovery from Tunnel Kiln Utilized to Produce Rare Earth Phosphor Lnsheng We et al. / Internatonal Energy Journal 14 (2014) 167-176 167 Numercal Study of Waste Heat Recovery from Tunnel Kln Utlzed to Produce Rare Earth Phosphor Lnsheng We* 1, Langyn Guo*, Zhang Yafang*,

More information

Numerical Flow Analysis of an Axial Flow Pump

Numerical Flow Analysis of an Axial Flow Pump Internatonal Journal of Engneerng and Appled Scences (IJEAS) ISSN: 2394-3661, Volume-2, Issue-7, July 2015 Numercal Flow Analyss of an Axal Flow Pump Aung Kyaw Soe, Zn E E Wn, Myat Myat Soe Abstract Ths

More information

o,==iiol o=o=

o,==iiol o=o= Hgh Temperature Stran Measurements usng Welded Stran Gages Emerson G. Rabello, Paulo de Tarso V. Gomes and Tanus R. Mansur Center of Development of the Nuclear Technology (CDTNCNEN), P.O. Box 941, Belo

More information

Long term performance of continuous wood-concrete-composite systems

Long term performance of continuous wood-concrete-composite systems Long term performance of contnuous wood-concrete-composte systems Leander A. Bathon Professor, Dept. of Archtecture and Cvl Engneerng, FH Wesbaden Unversty of Appled Scences, Wesbaden, Germany, bathon@t-onlne.de

More information

Supplier selection and evaluation using multicriteria decision analysis

Supplier selection and evaluation using multicriteria decision analysis Suppler selecton and evaluaton usng multcrtera decson analyss Stratos Kartsonaks 1, Evangelos Grgorouds 2, Mchals Neofytou 3 1 School of Producton Engneerng and Management, Techncal Unversty of Crete,

More information

Assignment II Design of Wastewater Discharge from the City of Gothenburg. Design of a Wastewater Discharge from the City of Gothenburg

Assignment II Design of Wastewater Discharge from the City of Gothenburg. Design of a Wastewater Discharge from the City of Gothenburg Assgnment II Desgn of Wastewater Dscharge from the Cty of Gothenburg Envronmental Hydraulcs Desgn of a Wastewater Dscharge from the Cty of Gothenburg The assgnment conssts of two parts. The frst part deals

More information

Simulation of the Cooling Circuit with an Electrically Operated Water Pump

Simulation of the Cooling Circuit with an Electrically Operated Water Pump Smulaton of the Coolng Crcut wth an Electrcally Operated Water Pump Dragan Smc, Chrstan Kral, Franz Prker Arsenal Research Faradaygasse 3, Object 1 A 1030 Venna, Austra phone: + 43 (0) 50 550-6347 fax:

More information

COST OPTIMIZATION OF WATER DISTRIBUTION SYSTEMS SUBJECTED TO WATER HAMMER

COST OPTIMIZATION OF WATER DISTRIBUTION SYSTEMS SUBJECTED TO WATER HAMMER Thrteenth Internatonal Water Technology Conference, IWTC13 29, Hurghada, Egypt COST OPTIMIZATION OF WATER DISTRIBUTION SYSTEMS SUBJECTED TO WATER HAMMER Berge Djebedjan *, Mohamed S. Mohamed *, Abdel-Gawad

More information

INTERNATIONAL JOURNAL OF ADVANCED RESEARCH IN ENGINEERING AND TECHNOLOGY (IJARET)

INTERNATIONAL JOURNAL OF ADVANCED RESEARCH IN ENGINEERING AND TECHNOLOGY (IJARET) INTERNATIONAL JOURNAL OF ADVANCED RESEARCH IN ENGINEERING AND TECHNOLOGY (IJARET) Internatonal Journal of Advanced Research n Engneerng and Technology (IJARET), ISSN 0976 680(Prnt), ISSN 0976 699(Onlne)

More information

Consumption capability analysis for Micro-blog users based on data mining

Consumption capability analysis for Micro-blog users based on data mining Consumpton capablty analyss for Mcro-blog users based on data mnng ABSTRACT Yue Sun Bejng Unversty of Posts and Telecommuncaton Bejng, Chna Emal: sunmoon5723@gmal.com Data mnng s an effectve method of

More information

Thermodynamic Equilibria Modeling of Ternary Systems of Solid Organics in Compressed Carbon Dioxide

Thermodynamic Equilibria Modeling of Ternary Systems of Solid Organics in Compressed Carbon Dioxide Thermodynamc Equlbra Modelng of Ternary Systems of Sold Organcs n Compressed Carbon Doxde Yousef Bakhbakh Department of Chemcal Engneerng, Kng Saud Unversty, P.O. Box 800, Ryadh, 11421, Saud Araba. ybakhbak@ksu.edu.sa

More information

Evaluating Clustering Methods for Multi-Echelon (r,q) Policy Setting

Evaluating Clustering Methods for Multi-Echelon (r,q) Policy Setting Proceedngs of the 2007 Industral Engneerng Research Conference G. Bayraksan W. Ln Y. Son and R. Wysk eds. Evaluatng Clusterng Methods for Mult-Echelon (r) Polcy Settng Vkram L. Desa M.S.; Manuel D. Rossett

More information

Optimization of Resistance Spot Weld Parameters using Grey Relational Analysis

Optimization of Resistance Spot Weld Parameters using Grey Relational Analysis IJSRD - Internatonal Journal for Scentfc Research & Development Vol. 4, Issue 10, 2016 ISSN (onlne): 2321-0613 Optmzaton of Resstance Spot Weld Parameters usng Grey Relatonal Analyss Mayank Sao 1 Dr. (Mr.)

More information

COMPARISON OF DEMAND DRIVEN AND PRESSURE DEPENDENT HYDRAULIC APPROACHES FOR MODELLING WATER QUALITY IN DISTRIBUTION NETWORKS

COMPARISON OF DEMAND DRIVEN AND PRESSURE DEPENDENT HYDRAULIC APPROACHES FOR MODELLING WATER QUALITY IN DISTRIBUTION NETWORKS 11 th Internatonal Conference on Computng and Control for the Water Industry, Exeter UK, 5-7 September 211 COMPARISON OF DEMAND DRIVEN AND PRESSURE DEPENDENT HYDRAULIC APPROACHES FOR MODELLING WATER QUALITY

More information

A Novel Gravitational Search Algorithm for Combined Economic and Emission Dispatch

A Novel Gravitational Search Algorithm for Combined Economic and Emission Dispatch A Novel Gravtatonal Search Algorthm for Combned Economc and Emsson Dspatch 1 Muhammad Yaseen Malk, 2 Hmanshu Gupta 1 Student, 2 Assstant Professor 1 Electrcal Engneerng 1 E-Max Group of Insttutons, Haryana,

More information

A New Artificial Fish Swarm Algorithm for Dynamic Optimization Problems

A New Artificial Fish Swarm Algorithm for Dynamic Optimization Problems WCCI 2012 IEEE World Congress on Computatonal Intellgence June, 10-15, 2012 - Brsbane, Australa IEEE CEC A New Artfcal Fsh Swarm Algorthm for Dynamc Optmzaton Problems 1 Danal Yazdan Department of Electrcal,

More information

National Institute of Technology, Rourkela , Odisha, INDIA. National Institute of Technology, Rourkela , Odisha, INDIA

National Institute of Technology, Rourkela , Odisha, INDIA. National Institute of Technology, Rourkela , Odisha, INDIA Optmzaton of Electro-Dscharge Machnng Responses of Super Alloy Inconel 718: Use of Satsfacton Functon Approach Combned wth Taguch Phlosophy Rahul a, Saurav Datta b, Bbhut Bhusan Bswal c, Sba Sankar Mahapatra

More information

A Numerical Study on the Estimation of Heat Release Rate Based on the Flow Field through the Doorway

A Numerical Study on the Estimation of Heat Release Rate Based on the Flow Field through the Doorway A Numercal Study on the Estmaton of Heat Release Rate Based on the Flow Feld through the Doorway SUNG CHAN KIM School of Fre and Dsaster Preventon Kyung Il Unversty 33, Buho-r, Hayang-eup, Gyungsan-s,

More information

Floorplanning with IR-drop consideration

Floorplanning with IR-drop consideration Floorplannng wth IR-drop consderaton Jan Chen 1, Chonghong Zhao 1, Dan Zhou 2, Xaofang Zhou 1 1 ASIC & System State-key Lab 2 Department of Electrcal Engneerng Mcroelectroncs Department School of Engneerng

More information

A CFD Study of Dimensional Scaling effect on the Combustion of Hydrogen-Air Mixture in Micro-Scale Chambers with Same Shape Aspect Ratio

A CFD Study of Dimensional Scaling effect on the Combustion of Hydrogen-Air Mixture in Micro-Scale Chambers with Same Shape Aspect Ratio 6th WSEAS Internatonal Conference on SYSTEM SCIENCE and SIMULATION n ENGINEERING, Vence, Italy, November 1-3, 007 31 A CFD Study of Dmensonal Scalng effect on the Combuston of Hydrogen-Ar Mxture n Mcro-Scale

More information

Optimization of Damage Index in RC Structures Using Genetic Algorithm

Optimization of Damage Index in RC Structures Using Genetic Algorithm Optmzaton of Damage Index n RC Structures Usng Genetc Algorthm Gh. Ghodrat Amr 1, B. Moheb 2 and N. Maddah 3 1 Professor, Center of Excellence for Fundamental Studes n Structural Engneerng, College of

More information

Models - Repositories of Knowledge (Proceedings ModelCARE2011 held at Leipzig, Germany, in September 2011) (IAHS Publ. 3XX, 201X).

Models - Repositories of Knowledge (Proceedings ModelCARE2011 held at Leipzig, Germany, in September 2011) (IAHS Publ. 3XX, 201X). Models - Repostores of Knowledge (Proceedngs ModelCARE20 held at Lepzg, Germany, n September 20) (IAHS Publ. 3XX, 20X). Smultaneous estmaton of groundwater recharge rates, assocated zone structures, and

More information

Model Development of a Membrane Gas Permeation Unit for the Separation of Hydrogen and Carbon Dioxide

Model Development of a Membrane Gas Permeation Unit for the Separation of Hydrogen and Carbon Dioxide CHEMICAL ENGINEERING TRANSACTIONS Volume 21, 2010 Edtor.. Klemeš, H. L. Lam, P. S. Varbanov Copyrght 2010, AIDIC Servz S.r.l., ISBN 978-88-95608-05-1 ISSN 1974-9791 DOI: 10.3303/CET1021218 1303 Model Development

More information

Optimization Of Multiple Performance Characteristics In Electro Discharge Machining Using Grey Relational Analysis

Optimization Of Multiple Performance Characteristics In Electro Discharge Machining Using Grey Relational Analysis Optmzaton Of Multple Performance Characterstcs In Electro Dscharge Machnng Usng Grey Relatonal Analyss Subhakanta Nayak, B.C.Routara Abstract: Ths paper dscusses the applcaton of the Taguch method to optmze

More information

CONFLICT RESOLUTION IN WATER RESOURCES ALLOCATION

CONFLICT RESOLUTION IN WATER RESOURCES ALLOCATION 7 th Internatonal Conference on Hydronformatcs HIC 2006, Nce, FRANCE CONFLICT RESOLUTION IN WATER RESOURCES ALLOCATION MASOUD ASADZADEH ESFAHANI Graduate Research Assstant, School of Cvl and Envronmental

More information

RECEIVING WATER HYDRAULICS ASSIGNMENT 2

RECEIVING WATER HYDRAULICS ASSIGNMENT 2 RECEIVING WATER HYDRAULICS ASSIGNMENT 2 Desgn of wastewater dscharge from the cty of Göteborg. Example of a dffuser n a stratfed coastal sea Example of retenton tme calculatons Ths assgnment conssts of

More information

A TABU SEARCH FOR MULTIPLE MULTI-LEVEL REDUNDANCY ALLOCATION PROBLEM IN SERIES-PARALLEL SYSTEMS

A TABU SEARCH FOR MULTIPLE MULTI-LEVEL REDUNDANCY ALLOCATION PROBLEM IN SERIES-PARALLEL SYSTEMS Internatonal Journal of Industral Engneerng, 18(3), 120-129, 2011. A TABU SEACH FO MULTIPLE MULTI-LEVEL EDUNDANCY ALLOCATION POBLEM IN SEIES-PAALLEL SYSTEMS Kl-Woong Jang and Jae-Hwan Km Department of

More information

Dynamic Modeling and Control Issues on a Methanol Reforming Unit for Hydrogen Production and Use in a PEM Fuel Cell

Dynamic Modeling and Control Issues on a Methanol Reforming Unit for Hydrogen Production and Use in a PEM Fuel Cell Dynamc Modelng and Control Issues on a Methanol Reformng Unt for Hydrogen Producton and Use n a PEM Fuel Cell Dmtrs Ipsaks 1,, Spyros Voutetaks 1, Panos Seferls 3, Smra Papadopoulou 1,4 1 Chemcal Process

More information

Optimization of Technological Water Consumption for an Industrial Enterprise with Self-Supply System

Optimization of Technological Water Consumption for an Industrial Enterprise with Self-Supply System , March 13-15, 2013, Hong Kong Optmzaton of Technologcal Water Consumpton for an Industral Enterprse wth Self-Supply System Ioan Sarbu, Gabrel Ostafe and Emlan Stefan Valea Abstract Modern ndustry uses

More information

RELIABILITY-BASED OPTIMAL DESIGN FOR WATER DISTRIBUTION NETWORKS OF EL-MOSTAKBAL CITY, EGYPT (CASE STUDY)

RELIABILITY-BASED OPTIMAL DESIGN FOR WATER DISTRIBUTION NETWORKS OF EL-MOSTAKBAL CITY, EGYPT (CASE STUDY) Twelfth Internatonal Water Technology Conference, IWTC12 2008 Alexandra, Egypt 1 RELIABILITY-BASED OPTIMAL DESIGN FOR WATER DISTRIBUTION NETWORKS OF EL-MOSTAKBAL CITY, EGYPT (CASE STUDY) Rham Ezzeldn *,

More information

Bayesian Inference Driven Behavior Network Architecture for Avoiding Moving Obstacles *

Bayesian Inference Driven Behavior Network Architecture for Avoiding Moving Obstacles * Bayesan Inference Drven Behavor Network Archtecture for Avodng Movng Obstacles * Hyeun-Jeong Mn and Sung-Bae Cho Dept. of Computer Scence, Yonse Unversty 134 Shnchon-dong, Sudaemoon-ku, Seoul 120-749,

More information

Experimental design methodologies for the identification of Michaelis- Menten type kinetics

Experimental design methodologies for the identification of Michaelis- Menten type kinetics UNIVERIDADE NOVA DE LIBOA Faculdade de Cêncas e Tecnologa Departamento de Químca Expermental desgn methodologes for the dentfcaton of Mchaels- Menten type knetcs Por Flpe Ataíde Dssertação apresentada

More information

K vary over their feasible values. This allows

K vary over their feasible values. This allows Proceedngs of the 2007 INFORMS Smulaton Socety Research Workshop. MULTI-PRODUCT CYCLE TIME AND THROUGHPUT EVALUATION VIA SIMULATION ON DEMAND John W. Fowler Gerald T. Mackulak Department of Industral Engneerng

More information

Production Scheduling for Parallel Machines Using Genetic Algorithms

Production Scheduling for Parallel Machines Using Genetic Algorithms Producton Schedulng for Parallel Machnes Usng Genetc Algorthms Chchang Jou 1), Hsn-Chang Huang 2) 1) Tamkang Unversty, Department of Informaton Management (cjou@mal.m.tku.edut.tw) 2) Tamkang Unversty,

More information

The research on modeling of coal supply chain based on objectoriented Petri net and optimization

The research on modeling of coal supply chain based on objectoriented Petri net and optimization Proceda Earth and Planetary Scence 1 (2009) 1608 1616 Proceda Earth and Planetary Scence www.elsever.com/locate/proceda The 6 th Internatonal Conference on Mnng Scence & Technology The research on modelng

More information

Applied Soft Computing

Applied Soft Computing Appled Soft Computng (2) 4 46 Contents lsts avalable at ScenceDrect Appled Soft Computng journal homepage: wwwelsevercom/locate/asoc Soft computng based optmzaton of combned cycled power plant start-up

More information

Extended Abstract for WISE 2005: Workshop on Information Systems and Economics

Extended Abstract for WISE 2005: Workshop on Information Systems and Economics Extended Abstract for WISE 5: Workshop on Informaton Systems and Economcs How Many Bundles?:An Analyss on Customzed Bundlng of Informaton Goods wth Multple Consumer Types Wendy HUI Ph.D. Canddate Department

More information

Collapse Load Analysis of Prestressed Concrete Structures

Collapse Load Analysis of Prestressed Concrete Structures Collapse Load Analyss of Prestressed Concrete Structures by K W Wong R F Warner Research Report No. R 6 July 998 ISBN -86396-68-4 COLLAPSE LOAD ANALYSIS OF PRESTRESSED CONCRETE STRUCTURES by K W Wong R

More information

An Artificial Neural Network Method For Optimal Generation Dispatch With Multiple Fuel Options

An Artificial Neural Network Method For Optimal Generation Dispatch With Multiple Fuel Options An Artfcal Neural Network Method For Optmal Generaton Dspatch Wth Multple Fuel Optons S.K. Dash Department of Electrcal Engneerng, Gandh Insttute for Technologcal Advancement,Badaraghunathpur,Madanpur,

More information

An Analytical Model for Atmospheric Distribution. and Transport of Pollutants from Area Source

An Analytical Model for Atmospheric Distribution. and Transport of Pollutants from Area Source nt. J. Contemp. Math. Scences, Vol. 6, 0, no. 6, 97-30 An Analytcal Model for Atmospherc Dstrbuton and Transport of Pollutants from Area Source D.V.S. Kushwah, V. S. Dhakad and 3 Vandana Kushwah Department

More information

Analysis Online Shopping Behavior of Consumer Using Decision Tree Leiyue Yao 1, a, Jianying Xiong 2,b

Analysis Online Shopping Behavior of Consumer Using Decision Tree Leiyue Yao 1, a, Jianying Xiong 2,b Advanced Materals Research Onlne: 2011-07-04 ISSN: 1662-8985, Vols. 271-273, pp 891-894 do:10.4028/www.scentfc.net/amr.271-273.891 2011 Trans Tech Publcatons, Swtzerland Analyss Onlne Shoppng Behavor of

More information

LINEAR-QUADRATIC REGULATORS APPLIED TO SEWER NETWORK FLOW CONTROL

LINEAR-QUADRATIC REGULATORS APPLIED TO SEWER NETWORK FLOW CONTROL LIEAR-QUADRATIC REGULATORS APPLIED TO SEWER ETWORK FLOW COTROL Magdalene Marnak and Markos Papageorgou Dynamc Systems and Smulaton Laboratory, Department of Producton Engneerng and Management, Techncal

More information

MATERIAL VS DISCRETIZATION LENGTH SCALES IN PLASTICITY SIMULATIONS OF SOLID FOAMS

MATERIAL VS DISCRETIZATION LENGTH SCALES IN PLASTICITY SIMULATIONS OF SOLID FOAMS Rev. Materal Adv. vs Mater. dscretzaton Sc. 35 (13) length 39-47 scales n astcty smulatons of sold foams 39 MATERIAL VS DISCRETIZATION LENGTH SCALES IN PLASTICITY SIMULATIONS OF SOLID FOAMS Xu Zhang 1,,4,

More information

Modelling of Fatigue life of 6082 T6 Al-alloy based on Genetic Programming

Modelling of Fatigue life of 6082 T6 Al-alloy based on Genetic Programming Modellng of Fatgue lfe of 6082 T6 Al-alloy based on Genetc Programmng J. R. Mohanty Department of Mechancal Engneerng, Veer Surendra Sa Unversty of Technology, Burla, Sambalpur (Odsha), In ABSTRACT: The

More information

KEY WORDS: surface tension; prediction; surface thermodynamic model; Mukai-value; bubble entrapment.

KEY WORDS: surface tension; prediction; surface thermodynamic model; Mukai-value; bubble entrapment. ISIJ Internatonal, Vol. 53 (013), No. 1, pp. 18 6 Correspondence between Surface Tenson Estmated by a Surface Thermodynamc Model and Number of Bubbles n the Vcnty of the Surface of Steel Products n Contnuous

More information

Study of surface cracking during extrusion of aluminium alloy AA 2014

Study of surface cracking during extrusion of aluminium alloy AA 2014 Study of surface crackng durng extruson of alumnum alloy AA 2014 Z. Peng and T. Sheppard Surface crackng s generally recognsed as one of the man defects occurrng durng the process of alumnum extruson,

More information

Achievement of Minimum Seismic Damage for Zipper Braced Frames Based on Uniform Deformations Theory

Achievement of Minimum Seismic Damage for Zipper Braced Frames Based on Uniform Deformations Theory Journal of Rehabltaton n Cvl Engneerng 3-1 (15) 43- journal homepage: http://cvljournal.semnan.ac.r/ Achevement of Mnmum Sesmc Damage for Zpper Braced Frames Based on Unform Deformatons Theory J. Vasegh

More information

CYCLE TIME VARIANCE MINIMIZATION FOR WIP BALANCE APPROACHES IN WAFER FABS. Zhugen Zhou Oliver Rose

CYCLE TIME VARIANCE MINIMIZATION FOR WIP BALANCE APPROACHES IN WAFER FABS. Zhugen Zhou Oliver Rose Proceedngs of the 013 Wnter Smulaton Conference R. Pasupathy, S.-H. Km, A. Tolk, R. Hll, and M. E. Kuhl, eds CYCLE TIME VARIANCE MINIMIZATION FOR WIP BALANCE APPROACHES IN WAFER FABS Zhugen Zhou Olver

More information

Supporting Information

Supporting Information 1 2 3 4 Supportng Informaton Novel Approach for In-stu Recovery of Lthum Carbonate from Spent Lthum Ion Batteres Usng Vacuum Metallurgy Jefeng Xao a, Ja L a,b*, Zhenmng Xu a 5 a School of Envronmental

More information

EXPERIMENTAL TIME-DEPENDENT DEFLECTIONS OF CONCRETE BEAMS REINFORCED WITH GFRP BARS

EXPERIMENTAL TIME-DEPENDENT DEFLECTIONS OF CONCRETE BEAMS REINFORCED WITH GFRP BARS EXPERIMENTAL TIME-DEPENDENT DEFLECTIONS OF CONCRETE BEAMS REINFORCED WITH GFRP BARS Crstna MIÀS MSc Unverstat de Grona Escola Poltècnca Superor. Av. Montlv s/n. Grona. SPAIN crstna.mas@udg.edu* Lluís TORRES

More information

Identifying Factors that Affect the Downtime of a Production Process

Identifying Factors that Affect the Downtime of a Production Process Identfyng Factors that Affect the Downtme of a Producton Process W. Nallaperuma 1 *, U. Ekanayake 1, Ruwan Punch-Manage 2 1 Department of Physcal scences, Rajarata Unversty, Sr Lanka 2 Department of Statstcs

More information

Multi-Modular Coordination Control of HTR-PM600 Plant

Multi-Modular Coordination Control of HTR-PM600 Plant Mult-Modular Coordnaton Control of HTR-PM600 Plant Maoxuan Song, Zhe Dong, Xaojn Huang, Zuoy Zhang, Zongxn Wu Insttute of Nuclear and New Energy Technology (INET), Collaboratve Innovaton Center of Advanced

More information

of 10 mmol O 2 /g-dry wt-h are to be cultured. The critical

of 10 mmol O 2 /g-dry wt-h are to be cultured. The critical Cork Insttute of Technology achelor of Engneerng n Chemcal & Process Engneerng - ward Summer 00 CE4.6 Chemcal & ochemcal Reactors (Tme: Hours) Instructons nswer any FOUR questons. Use separate answer books

More information

A NOVEL PARTICLE SWARM OPTIMIZATION APPROACH FOR SOFTWARE EFFORT ESTIMATION

A NOVEL PARTICLE SWARM OPTIMIZATION APPROACH FOR SOFTWARE EFFORT ESTIMATION Farhad S. Gharehchopogh, I. Malek, Seyyed R. Khaze. A novel partcle swarm optmzaton approach for software effort estmaton. Internatonal Journal of Academc Research Part A; 2014; 6(2), 69-76. DOI: 10.7813/2075-4124.2014/6-2/A.12

More information

NUMERICAL SIMULATION OF URM WALLS RETROFITTED WITH CABLE BY DISTINCT ELEMENT METHOD

NUMERICAL SIMULATION OF URM WALLS RETROFITTED WITH CABLE BY DISTINCT ELEMENT METHOD 10 th Canadan Masonry Symposum, Banff, Alberta, June 8 12, 2005 NUMERICAL SIMULATION OF URM WALLS RETROFITTED WITH CABLE BY DISTINCT ELEMENT METHOD Y. Zhuge 1 1 Senor Lecturer, School of Natural and Bult

More information

Hardening Treatment by Plastic Deformation under Conditions of the Integrated Local Loading of a Deformation Zone

Hardening Treatment by Plastic Deformation under Conditions of the Integrated Local Loading of a Deformation Zone Hardenng Treatment by Plastc Deformaton under Condtons of the Integrated Local Loadng of a Deformaton Zone Igor M. Gryadunov 1 *, Vyacheslav A. Golenkov 2, Olga V. Plpenko 3 and Sergey J. Radchenko 4 Orel

More information

Emission Reduction Technique from Thermal Power Plant By Load Dispatch

Emission Reduction Technique from Thermal Power Plant By Load Dispatch Emsson Reducton Technque from Thermal Power Plant By Load Dspatch S. R. Vyas 1, Dr. Rajeev Gupta 2 1 Research Scholar, Mewar Unversty, Chhtorgrah. Inda 2 Dean EC Dept., Unversty College of Engg. RTU, Kota.

More information

Performance Enhancement of Metal Expansion Bellows for Shell and Tube Type Heat Exchanger

Performance Enhancement of Metal Expansion Bellows for Shell and Tube Type Heat Exchanger www.erjournal.org Internatonal Engneerng Research Journal (IERJ) Specal Issue Page 558-557, 015, ISSN 395-11 ISSN 395-11 Performance Enhancement of Metal Expanson Bellows for Shell and Tube Type Heat Exchanger

More information

SENSITIVITY ANALYSIS AND OPTIMIZATION OF DIFFERENT INVENTORY CONTROL POLICIES ALONG THE SUPPLY CHAIN

SENSITIVITY ANALYSIS AND OPTIMIZATION OF DIFFERENT INVENTORY CONTROL POLICIES ALONG THE SUPPLY CHAIN SENSITIVITY ANALYSIS AND OPTIMIZATION OF DIFFERENT INVENTORY CONTROL POLICIES ALONG THE SUPPLY CHAIN Dulo Curco (a), Francesco Longo (b) (a) (b) Modelng & Smulaton Center - Laboratory of Enterprse Solutons

More information

TRAFFIC SIGNAL CONTROL FOR REDUCING VEHICLE CARBON DIOXIDE EMISSIONS ON AN URBAN ROAD NETWORK

TRAFFIC SIGNAL CONTROL FOR REDUCING VEHICLE CARBON DIOXIDE EMISSIONS ON AN URBAN ROAD NETWORK TRAFFIC SIGNAL CONTROL FOR REDUCING VEHICLE CARBON DIOXIDE EMISSIONS ON AN URBAN ROAD NETWORK Toshhko Oda (1), Masao Kuwahara (2) and Satosh Nkura (3) (1) Panasonc System Solutons Company, Matsushta Electrc

More information

Influence of Welding Machine Mechanical Characteristics on the Resistance Spot Welding Process and Weld Quality

Influence of Welding Machine Mechanical Characteristics on the Resistance Spot Welding Process and Weld Quality nfluence of Weldng Machne Mechancal Characterstcs on the Resstance Spot Weldng Process and Weld Qualty How machne stffness, frcton, and movng mass can affect weldng results BY H. TANG, W. HU, S. J. HU,

More information

THE HEAT AND FLUID FLOW ANALYSIS FOR WATER HEATER

THE HEAT AND FLUID FLOW ANALYSIS FOR WATER HEATER Ln, C.-N., et al.: The Heat and Flud Flow Analyss for Water Heater S81 THE HEAT AND FLUID FLOW ANALYSIS FOR WATER HEATER by Chen-Nan LIN a*, Cheng-Ch WANG a, and Y-Pn KUO b a Department of Mechancal Engneerng,

More information

Performance-Based Seismic Design and Evaluation of Buckling Restrained Knee Braced Truss Moment Frames

Performance-Based Seismic Design and Evaluation of Buckling Restrained Knee Braced Truss Moment Frames Performance-Based Sesmc Desgn and Evaluaton of Bucklng Restraned Knee Braced Truss Moment Frames Wongpakdee, N. & Leelatavwat, S. Kng Mongkut s Unversty of Technology Thonbur, Bangkok, Thaland Goel, S.C.

More information

The 27th Annual Conference of the Japanese Society for Artificial Intelligence, Shu-Chen Cheng Guan-Yu Chen I-Chun Pan

The 27th Annual Conference of the Japanese Society for Artificial Intelligence, Shu-Chen Cheng Guan-Yu Chen I-Chun Pan 2C4-IOS-3c-6 An estmaton method of tem dffculty ndex combned wth the partcle swarm optmzaton algorthm for the computerzed adaptve testng Shu-Chen Cheng Guan-Yu Chen I-Chun Pan Department of Computer Scence

More information