How to define interface patterns in model-based system engineering
|
|
- Amanda McDaniel
- 6 years ago
- Views:
Transcription
1 How to defie iterface patters i model-based system egieerig Idraja Elžbieta Germaaitė Departmet of Iformatio Systems Kauas Uiversity of Techology Kauas, Lithuaia idraja.germaaite@ktu.lt Prof. dr. Rimatas Butleris Cetre of Iformatio Systems Desig Techology Kauas Uiversity of Techology Kauas, Lithuaia rimatas.butleris@ktu.lt Abstract The Patters help system egieers to create efficiet ad more cosistet System Models faster. Thus the methodology of quickly defiig ad describig the Patters are eeded. The review of the existig methodology of defiig Iterface Patters is doe i this article. As a result, the eed for the ew or more detailed ideas cocerig the methodologies ad implemetatios of the Patters use could be idetified. Keywords Model-based System Egieerig; MBSE Patter; MBSE Framework; FAF; ; SysML I. INTRODUCTION The disciplie ad practice of Model-based System Egieerig (MBSE) follows the mai cocepts of the Systems Egieerig disciplie. The Systems Egieerig covers a wide rage of fudametal cocepts such as system thikig, system sciece, life cycle maagemet, system of systems, ad agile ad iterative methods [1]. System thikig captures ad exploits what is commo i a set of problems ad correspodig solutios i the forms of various types. Thus, a patter is a represetatio of similarities i a set of problems, solutios, or systems [1]. As already kow from the object-orieted programmig practice, the desig patters facilitate the reusig of successful desigs ad architectures, expressig prove techiques as patters ad makig them more accessible to developers of ew systems [2]. Patters help to choose desig alteratives that make a system reusable, to avoid alteratives that compromise reusability, ad to improve the documetatio ad maiteace of the existig systems [2]. The patters help the desiger (or the system egieer) get the desig (or the architecture) right faster. The term patter appears repeatedly i the history of desig, such as civil architecture, software desig, ad systems egieerig [3]. I the MBSE cotext, a patter could mea the whole framework that covers etire systems ad is used as a reusable, cofigurable model of whole domais or platform systems - whether formal platform maagemet is already recogized or ot - or oly as smaller-scale elemet desig patters withi them [3]. The aim of this article is to look ito the methodology of defiig ad describig subsystem or compoet patters. I this case, the review of Patter-Based Systems Egieerig methodology based o S*Models ad S*Patters ad dedicated to the complex systems is ot i the scope of this article. II. WHAT IS THE PATTERN IN MBSE? Joh Holt et al. give the full picture of what is the MBSE Patter ad describe the mai terms that are used for defiig ad describig the Patters i their book [4]. The Model abstracts the System ad is made of oe or more s that are the fudametal buildig blocks of the Model. The uses a Systems Modelig Laguage (SysML) diagram as a represetatio, ad is made of the Elemets that i tur use SysML elemets as a represetatio. The is the realizatio of a ad the ed product of the Patter. The MBSE Framework provides the basis for the structure of the Model ad defies a umber of s. The is a template for the Patter that forms the basis for the. I tur, the elemet is a template for the Elemet. The Otology is made up of oe or more Otology Elemets that defie the cotet of the. The mai etities that participate i Patter defiitio ad relatioships betwee those etities are show i Figure 1. Fig. 1. The relatioship betwee the System, the Model, The Framework, the Otology, ad the Patter (take ad modified from [4]). Joh Holt et al. [4] explai that a Patter is a special type of the Framework ad is made up of oe or more s, each of which comprises oe or more Elemets. The ad elemets are based o the Otology, providig cosistecy with the rest of the Model. The mai differece betwee a Framework ad a Patter is that a Framework has a sigle purpose ad sigle applicatio, while a patter has a sigle purpose but multiple applicatios. For example, the Iterface Patter may be used as part of several Frameworks, at differet level of abstractios, ad i differet Copyright 2017 held by the authors 54
2 aspects of the Model [4]. Thus, the Patter uses a template itself the - ad also serves as a template for the. I additio, the Patter could be uderstood as a Framework, but the Framework may also use may differet Patters for differet purposes. So, the itet is to create a iitial 'otology' of high-level Patter descriptios that provide a framework withi which Patter relatioships ca be discussed [5]. III. DEFINING PATTERNS Goig deeper ito the defiitio of a Patter, Joh Holt et al. [4] declare that the approach used to defie each Patter is the same as the approach used to defie the Framework, ad uses Framework for Architecture Frameworks (FAF). The FAF was defied to address the key questios through the MBSE approach based aroud the ideas of Otology, s, ad Framework, ad cosists of the Otology, six s, ad supportig processes [4]. The six s directly address oe of the six key questios that should be cosidered i order to approach the Patter defiitio i a cosistet ad repeatable way [4]. These key questios with the attached FAF s ad s are show i Table I. It should also be oted that the s may be visualized usig ay otatio, text, tables, or formal techiques, ad i ay way that is appropriate [4]. The SysML is selected as the MBSE Patterdefiig laguage that is importat ad useful for its graphical otatio. TABLE I. FAF KEY QUESTIONS (TAKEN AND MODIFIED FROM [4]) Key questio purpose of the Patter? What cocepts must the Patter support? What differet ways of cosiderig the idetified cocepts are required to fully uderstad those cocepts? purpose of each? defiitio of each i terms of the idetified cocepts? What rules costrai the use of the Patter? FAF used to aswer Architectur al Framework Otology Relatioshi ps Rules Architectural Framework Otology Relatioship s Rules Is derived from Architectura l Framework Otology Architectura l Framework SysML diagram used Use Case Defiitio Defiitio Use Case Defiitio Defiitio IV. THE INTERFACE DEFINITION PATTERN EXAMPLE Joh Holt et al. give may examples of MBSE Patters defied accordig to the FAF method i their book [4]. Oe of the most commo examples is the Iterface Patter chose to illustrate MBSE Patter defiitio i this article because it ca be used i both software ad hardware systems. More tha that, iterfaces form a itegral part of ay systems model ad defie a cotract betwee system elemets, whether those elemets are physical or are realized i software [4]. Thus, the key aim of the Iterfaces Patter is the idetificatio of iterfaces ad their relatio to the system elemets that use them ad the ports that expose them [4]. Accordig to the FAF method for describig the Iterface Patter, the mai aims of the Iterface Patter should be defied first. These aims are show i the Architectural Framework i the form of SysML Use Case i Figure 2. Fig. 2. Architectural Framework (take from [4]). Secod, the mai cocepts covered by the Iterface Patter should be defied i the Otology i the form of the SysML. Joh Holt et al. defie the mai Iterface Patter cocepts i their book [4]: a Iterface has a Directio, which may take the values i, out, ad iout. The Directio property shows the directio i which the Iterface operates from the poit of view of the Port, owed by a System Elemet, which exposes the Iterface [4]. Each Iterface is described by a Iterface that defies the operatios of a Service-Based Iterface ad the items trasferred by a Flow-Based Iterface [4]. A Port represets the iteractio poits betwee oe or more System Elemets ad may represet the cocept of a software Port or a physical Port, such as the coector for the fuel lie o a car egie fuel pump [4]. Ports are coected to each other via a Port Coectio. Ports ad Iterfaces may coform to oe or more Protocols that describe ad cotrol how the Port ad the Iterface behave [4]. Third, the s that make up the Iterface Patter should be described. This should be doe i the Relatioships i a form of the SysML. Types of Patter relatioships are itroduced as a mechaism to categorize ad stadardize basic relatioship types ad rage from iformal to formal [5]. The Iterface Patter provides three s that eable the idetificatio ad defiitio of Iterfaces to be specified i terms of the structural aspects of the Iterfaces: the 55
3 Iterface Idetificatio idetifies each Iterface, the Iterface Coectivity shows the coectio betwee Iterfaces, ad the Iterface defies what is trasferred across each Iterface [4]. The Patter also provides two s that eable the behavior of Iterfaces to be specified: the Iterface Behavior idetifies typical scearios showig how Iterfaces are used, ad the Protocol defies ay Protocols to which Iterfaces or Ports must coform [4]. These s will be described i more detail later i this article. Fourth, the Rules that apply to the Iterface Patter should be defied i the Rules i a form of the SysML. The example of such rule could be the statemet: Ay protocol-based Iterface or Port must have a correspodig Protocol defied [4]. V. THE VIEWPOINTS OF THE INTERFACE DEFINITION PATTERN Joh Holt et al. i their book provide a detailed descriptio of the s that make up the Iterface Patter [4]. The Iterface Patter cosists of five s that represet the structural or behavioral aspects of the Iterfaces. Each of these s cosists of the that defies the purpose of the each ad a that covers the defiitio of each. Oly the diagrams are preseted later i this article, ad s will be discussed i the text as they describe oly the aims of each. The first Iterface Idetificatio idetifies the System Elemets, the Ports that they ow, ad the Ports that expose the Iterfaces ad the Iterfaces that they expose [4]. By usig the Iterface Idetificatio, it is possible to defie both Service-Based ad Flow-Based Iterfaces. The examples of the Service-Based ad Flow-Based Iterface Idetificatio s are show i Figure 3 ad Figure 4, respectively. Fig. 4. Flow-Based Iterface Idetificatio (take from [4]) The secod Iterface Coectivity idetifies coectios betwee Ports ad the Iterface Coectios that take place across the Port Coectios. Agai, two examples of Service-Based ad Flow-Based Iterface Coectivity s are show i Figure 5 ad Figure 6, respectively. Fig. 5. Service-Based Iterface Coectivity (take from [4]) Fig. 6. Flow-Based Iterface Coectivity (take from [4]) The third Iterface defies the operatios or flows of data, material, eergy, persoel, etc. of the Iterfaces. A example show i Figure 7 demostrates the Service-Based Iterface (PumpIF), ad the Flow- Based Iterface (LiquidFS) i oe. Fig. 3. Service-Based Iterface Idetificatio (take from [4]) 56
4 Iterface s would be produced alog with the Iterface Behavior ad Protocol s [4]. The discussed s show that the cotext ad the scope of the that is used for the geeratio should be set: every must provide a template for aswerig some small set of core questios about the System for the customer stakeholders, which could ot be otherwise easily aswered [6]. The must idetify ad meet the eeds of the target audiece ad their specific cocers, ad must be well scoped ad make the geerated s easy to draw ifereces from [6]. Fig. 7. Service-Based ad Flow-Based Iterface (take from [4]) The fourth Iterface Behavior idetifies the typical scearios showig how Iterfaces are used [4]. A example of the Iterface Behavior is show i Figure 8. VI. THE USE OF THE MBSE PATTERNS The mai goal of the use of Patters, as stated by Joh Holt et al. [4], is to allow re-use, which brigs a umber of tagible beefits. Amog such beefits, Joh Holt et al. distiguish the shorteed developmet time, sice by workig to a set of predefied s, the structure ad the cotet of each has already bee decided, hece reducig the amout of time required to geerate the idividual s [4]. I additio, the improved cosistecy of the Model is emphasized because whe workig i accordace with the Patter s (ad Otology), the cosistecy betwee the resultat Patter is guarateed [4]. If systems modelers are educated ad traied i the use of Patters, they ca apply this kowledge i a variety of applicatios, thus shorteig the learig curve [4]. Joh Holt et al. [4] also metioed the beefit of icreased efficiecy through the use of the MBSE modelig tool for the implemetatio of Patters, as the s that describe the Patter may be implemeted i a modelig tool through the use of profiles. Whe discussig the realizatio of the MBSE Patters, Joh Holt et at. [4] stated that three aspects eed to be cosidered i order to realize MBSE Patters effectively ad efficietly: People, Process, ad Tools. For example, the MBSE Patters ca be used as part of the Competecy assessmet Process or to shorte the learig curve associated with MBSE [4]. The MBSE Frameworks may be costructed by re-usig ad tailorig the established Patters, ad if each Patter has its associated s defied, the the defiitio of the Framework becomes so much quicker ad easier as the structure ad cotets of each will already be defied [4]. Good MBSE modelig tools may be tailored to support a defied MBSE approach by defiig the profiles, ad thus the use of profiles allows the tool to be tailored to implemet a specific approach to MBSE [4]. Fig. 8. Iterface Behavior (take ad modified from [4]) The fifth Iterface Protocol defies ay protocols to which a iterface or port must coform [4]. The Iterface Protocol is represeted by the SysML State Machie. Whe usig the Iterface Patter, at least oe Iterface ad oe Iterface are eeded to specify Iterfaces, their associated Ports, ad the coectios betwee them [4]. I practice, however, multiple Iterface Idetificatio s, Iterface s, ad VII. CONCLUSIONS The review of the existig methodology for the defiitio ad descriptio of the MBSE Patter based o the book by Joh Holt et al. [4] showed that: 1. A cosistet MBSE Patter ca be defied with the help of the Otology ad the Framework, usig s ad s as their realizatio. 2. I order to defie the Patter i a completed way, the key questios about the cotext, purpose, defiitio, relatioships, 57
5 ad rules of the Patter should be aswered i the form of SysML diagrams. 3. The structural ad behavioral aspects of the Patters are preseted i five s, which serve as a basis for the creatio of s. 4. The use of Patters ot oly helps to shorte system developmet time, but also improves the cosistecy of the model, shortes the learig curve, ad icreases the efficiecy of MBSE modelig tools. 5. The MBSE methodology should be used together with the MBSE Patters that icreases the effectiveess ad efficiecy of modelig. REFERENCES [1] Icose, INCOSE Systems Egieerig Hadbook, WILEY [2] Gamma, E., Helm, R., Johso, R., Vlissides, J., Desig Patters. Addiso-Wesley Publishig Compay, [3] Peterso, T., Schidel, W. D., Hamilto, B. A., Model-based system patters for automated groud vehicle platforms, INCOSE iteratioal symposium, vol. 25, pp , [4] Holt, J., Perry, S., Browsword, M., Foudatios of model-based systems egieerig: From patters to models, Istitutio of Egieerig ad Techology. Iet Professioal Applicatios of Computig, [5] Simpso J., J., Simpso M., Foudatioal Systems Egieerig (SE) Patters for a SE Patter Laguage, INCOSE Iteratioal Symposium, vol. 16, pp , [6] Paredis, C. J. J., Bishop, C., Boder, D., Itroductio to Iformatio Visualizatio (IfoVis) techiques for Model-Based Systems Egieerig, Coferece o Systems Egieerig Research, vol. 16, pp ,
BaanERP Distribution Item Sales Data
BaaERP Distributio Module Procedure UP028A US Documetiformatio Documet Documet code : UP028A US Documet group : User Documetatio Documet title : Editio : A Date : May 1998 Copyright 1998 Baa Developmet
More informationBaanErp5.0b Manufacturing Product Configuration (PCF)
BaaErp5.0b Maufacturig Product Cofiguratio (PCF) Fuctioal Release Iformatio P3096A US Documetiformatio Documet Documet code : P3096A US Documet group : Product Iformatio Documet title : Product Cofiguratio
More informationSoftware Lifecycle Software Lifecycles
Software Lifecycle Software Lifecycles Object-Orieted Aalysis ad Desig - Fall 1998 A series of steps markig the progress of a software product Lifetimes rage from days to years Cosists of people! overall
More informationAlfabet User Group 2015 Workstream Results. Technical Architecture Best Practices with Alfabet. April 21-22, 2015 Chicago
Alfabet User Group 205 Workstream Results Techical Architecture Best Practices with Alfabet April 2-22, 205 Chicago 205 Software AG. All rights reserved. Discussio Poits April 2-22, 205 Chicago 205 Software
More informationMaster of Science in Product Development
Master of Sciece i Product Developmet Program Overview RIT s Master of Sciece i Product Developmet (MPD) program is a leadership program desiged for egieers, scietists, techical maagers, ad other experieced
More informationAnalysis of hybrid manufacturing systems based on additive manufacturing technology
Solid Freeform Fabricatio 2017: Proceedigs of the 28th Aual Iteratioal Solid Freeform Fabricatio Symposium A Additive Maufacturig Coferece Reviewed Paper Aalysis of hybrid maufacturig systems based o additive
More informationProduction Order Costing
BaaERP 5.0c Maufacturig Productio Order Costig Module Procedure UP127A US Documetiformatio Documet Documet code : UP127A US Documet group : User Documetatio Documet title : Productio Order Costig Applicatio/Package
More informationFlexibility in order picking, storage and retrieval: rail-guided stacker cranes
Flexibility i order pickig, storage ad retrieval: rail-guided stacker craes DAMBACH Lagersysteme has bee buildig rail-guided stacker craes for more tha 40 years, ad the compay s may years of experiece
More informationA Method to Navigate Interview-driven Software Requirements Elicitation Work: An Efficacy Evaluation of the Method from the Viewpoint of Efficiency
A Method to Navigate Iterview-drive Software Requiremets Elicitatio Work: A Efficacy Evaluatio of the Method from the Viewpoit of Efficiecy TAKATOSHI YAMANAKA SEIICHI KOMIYA Graduate School of Egieerig
More informationSoftware Engineering
Software Egieerig Backgroud readig The library has copies of the followig book Software Egieerig Ia Sommerville Chapters 1 to 4 give a overview of software egieerig ad the problems it solves SE 2 Software
More informationDesign of Single Acceptance Sampling Plan Using Maximum Allowable Proportion Defective (MAPD) and Producer s Allowable Risk (PAR)
Desig of Sigle Acceptace Samplig Pla Usig Maximum Allowable Proportio Defective (MAPD) ad Producer s Allowable Risk (PAR) Edokpa Idemudia Waziri 1* ad Oduayo J. Braimah 2 1 Departmet of Mathematics/Statistics,
More informationEnergy Optimization of Chiller Plant with Branch and Bound Method
2014 3rd Iteratioal Coferece o Iformatics, Eviromet, Eergy ad Applicatios IPCBEE vol.66 (2014) (2014) IACSIT Press, Sigapore DOI: 10.7763/IPCBEE. 2014. V66. 5 Eergy Optimizatio of Chiller Plat with Brach
More informationBaan Manufacturing Routing
Baa Maufacturig Routig Module Procedure UP089A US Documetiformatio Documet Documet code : UP089A US Documet group : User Documetatio Documet title : Routig Editio : A Date : July 1998 Copyright 1998 Baa
More informationFast-track FRTB Compliance with Big Data Technologies
Fast-track FRTB Compliace with Big Data Techologies Abstract The ecoomic volatility of the past decade prompted the Basel Committee o Bakig Supervisio (BCBS) to propose ew guidelies for market risk assessmet.
More informationThis guide assists printers to understand the Finsbury Green Star Rating (FGSR) questionnaire by:
A GUIDE TO THE FINSBURY GREEN STAR RATING This guide assists priters to uderstad the Fisbury Gree Star Ratig (FGSR) questioaire by: clarifyig the meaig of questios outliig scorig criteria i greater detail
More informationUSING A MAP OF SHORT TERM STATISTICS IN THE PROCESS OF ORGANIZING BUSINESS SURVEYS
Jacek Kowalewski Cetral Statistical Office of olad Statistical Office i ozań USING A MA OF SHORT TERM STATISTICS IN THE ROCESS OF ORGANIZING BUSINESS SURVEYS Short-term statistics (STS) ivolves collectig,
More informationEnterprise IoT Implementation: Making the Build vs. Buy Decision
Eterprise IoT Implemetatio: Makig the Build vs. Buy Decisio Abstract 2018 has bee a i ectio poit i the evolutio of eterprise IoT as it moves from trial to busiess scale. However, IoT implemetatio brigs
More informationON THE POSSIBILITY OF GENETIC ALGORITHMS IMPLEMENTATION IN THE EXPLOITATION DOMAIN
Joural of KONES Powertrai ad Trasport, Vol. 13, No. 4 ON THE POSSIBILITY OF GENETIC ALGORITHMS IMPLEMENTATION IN THE EXPLOITATION DOMAIN Micha Paj k Radom Uiversity of Techology, Faculty of Mechaical Egieerig
More informationCalculating Approximate PPPs Using the Price Factor Method
Iteratioal Compariso Program Calculatig Approximate PPPs Usig the Price Factor Method Global Office Operatioal Material Table of Cotets 1. Pros ad cos of the Price Factor Method (PFM)... 3 2. From ex-factory
More informationSelection of Input-Output Variables in Data Envelopment Analysis - Indian Commercial Banks
Selectio of Iput-Output Variables i Data Evelopmet Aalysis - Idia Commercial Baks Subramayam T Departmet of Statistics, Christ Uiversity, Bagalore ABSTRACT Data Evelopmet aalysis is a oparametric method
More informationBenefits of Disperse Power Generation in a Deregulated Environment in South America: Case Study
Fourth LACCEI Iteratioal Lati America ad Caribbea Coferece for Egieerig ad Techology (LACCET 2006) Breakig Frotiers ad Barriers i Egieerig: Eergy 2-23 Jue 2006, Mayagüez, Puerto Rico. Beefits of Disperse
More informationModeling of the Nonlinear Physical-Technical Processes. 25 UDC INFORMATION ESTIMATION OF TECHNOLOGICAL REDISTRIBUTION AT STEEL PRODUCTION
Modelig of the Noliear Physical-Techical Processes. 25 UDC 57.9 INFORMATION ESTIMATION OF TECHNOLOGICAL REDISTRIBUTION AT STEEL PRODUCTION Kazhikeova S.Sh. Karagada State Uiversity amed after E.A.Buketov,
More informationIndustry n Water. More powerful, more versatile, energy-efficient. The new Movitec generation.
Idustry Water More powerful, more versatile, eergy-efficiet. The ew Movitec geeratio. 2 Itroductio Movitec shows what it is capable of. The performace scope of Movitec pumps grows with our customers demads:
More informationPlease quote as: Li, M. M.; Peters, C. & Leimeister, J. M. (2018): A Hypergraphbased Modeling Approach for Service Systems. In: INFORMS International
Please quote as: Li, M. M.; Peters, C. & Leimeister, J. M. (2018): A Hypergraphbased Modelig Approach for Service Systems. I: INFORMS Iteratioal Coferece o Service Sciece. Phoeix, Arizoa, USA. A Hypergraph-based
More informationOperational Excellence
Road Map to Operatioal Excellece i the Process Idustries This is a two ad oe half day semiar Oil ad Gas Productio for you, the Process Idustry Executive, Pipelies Plat Maager ad your Direct Reports Oil
More informationSIZE METRICS FOR SERVICE-ORIENTED ARCHITECTURE
SIZE METRICS FOR SERVICE-ORIENTED ARCHITECTURE Samso Wajala Muialo 1, Geoffrey Muchiri Muketha 2 ad Kelvi Kabeti Omieo 3 1 Departmet of Iformatio Techology, Meru Uiversity of Sciece ad techology, Keya
More information4. Thermodynamic modeling of multicomponent phase equilibria
49 4. hermodyamic modelig of multicompoet phase equilibria t the early stages of this work, it was ecessary to select a adequate material to be used as a dopat for the metal-carbo eutectic. he first metalcarbo
More informationSimulation-based Switching Algorithm for Inventory Management in a Multi-echelon Supply Chain
Simulatio-based Switchig Algorithm for Ivetory Maagemet i a Multi-echelo Supply Chai GALINA MERKURYEVA (a) ad OLESYA VECHERINSKA (b) Departmet of Modellig ad Simulatio Riga Techical Uiversity 1 Kalku Street,
More informationMONITOR AND CONTROL YOUR LIFTS AND ESCALATORS. KONE E-Link
MONITOR AND CONTROL YOUR LIFTS AND ESCALATORS KONE E-Lik A COMPLETE VIEW AT A GLANCE KONE E-Lik eables you to moitor your lift ad escalator systems i oe or several buildigs from oe locatio. It is a full-featured
More informationBaan Service Contract Management
Baa Service Cotract Maagemet Module Procedure UP067A US Documetiformatio Documet Documet code : UP067A US Documet group : User Documetatio Documet title : Cotract Maagemet Editio : A Date : Jue 1998 Copyright
More informationManagement of Learning Resources with FCFS and SJF Scheduling Methods
World Applied Programmig, Vol (), Issue (3), March 201. 97-101 ISSN: 2222-2510 201 WAP joural. www.tijourals.com Maagemet of Learig Resources with FCFS ad SJF Schedulig Methods Mehdi Mohammadi Morshid
More informationProcedure Statistical Assessment of Sample Test Results
BAM - 3.2: Sectio Pressure Equipmet Pressure Receptacles; Fuel Gas Storage Systems 26 th September 204 Techical Aex Statistical Assessmet Samples (SAS) of the Cocept Additioal Tests (CAT): Procedure Statistical
More informationIntroduction to IBD Distribution
Itroductio to IBD Distributio Backgroud IBD Distributio, based i Verwood, Dorset, UK provides a complete rage of sustaiable eergy efficiet heatig, vetilatio ad micro geeratio solutios. All products ca
More informationMetropolitan Cities s Waste Transportation Model
Available olie at www.sciecedirect.com Procedia - Social ad Behavioral Scieces 65 ( 0 ) 046 053 Iteratioal Cogress o Iterdiscipliary Busiess ad Social Sciece 0 (ICIBSoS 0) Metropolita Cities s Waste Trasportatio
More informationTIME: TBA, Kuala Lumpur
i 16 TIME: VENUE: 4-6 December 2018 TBA, Kuala Lumpur We are a registered Orgaizatioal Stakeholder of the Global Reportig Iitiative (GRI) ad support the missio of the GRI to develop globally accepted sustaiability
More informationA Mobile Service Engine Enabling Complex Data Collection Applications
A Mobile Service Egie Eablig Complex Data Collectio Applicatios Johaes Schobel, Rüdiger Pryss, Wolfgag Wipp, Marc Schickler, Mafred Reichert Istitute of Databases ad Iformatio Systems, Ulm Uiversity, Germay
More informationToward a ranking strategy for e-commerce products in an e-alliance portal using Primitive Cognitive Network Process
Available olie at www.sciecedirect.com Procedia Computer Sciece 17 (2013 ) 1091 1096 Iformatio Techology ad Quatitative Maagemet (ITQM2013) Toward a rakig strategy for e-commerce products i a e-alliace
More informationAnalysis based on AHP of factors influencing co-operation between higher vocational colleges and enterprises
World Trasactios o Egieerig ad Techology Educatio Vol.2, No.3, 204 204 WIETE Aalysis based o AHP of factors ifluecig co-operatio betwee higher vocatioal colleges ad eterprises Feg Xie, Yogli Zhao & Bigyua
More informationBaan Central Invoicing Sales Invoicing
Baa Cetral Ivoicig Sales Ivoicig Module Procedure UP006A US Documetiformatio Documet Documet code : UP006A US Documet group : User Documetatio Documet title : Sales Ivoicig Applicatio/Package : Baa Cetral
More informationData Mining: Building Social Network
ISSN (Prit) : 0974-6846 ISSN (Olie) : 0974-5645 Idia Joural of Sciece ad Techology, Vol 8(S), 1 16, Jauary 015 DOI:.10.17485/ijst/015/v8iS/6048 Data Miig: Buildig Social Network Sayali Nishikat Chakradeo
More informationSection 5.2: Using the Normal Distribution with Sample Means, Quality Control
Sectio 5.2: Usig the Normal Distributio with Sample Meas, Quality Cotrol Learig goals for this chapter: Defie samplig variability ad uderstad how to miimize it. Uderstad the differece betwee parameters
More informationBaanERP Warehousing Inventory Reporting
BaaERP Warehousig Ivetory Reportig Module Procedure UP075A US Documetiformatio Documet Documet code : UP075A US Documet group : User Documetatio Documet title : Ivetory Reportig Editio : A Date : May
More informationSIMULATION OF THE MATERIAL TRANSPORTING AND LOADING PROCESS IN PEDRO DE VALDIVIA MINE. Gloria J. Giacaman Rodrigo P. Medel Jorge A.
Proceedigs of the 2002 Witer Simulatio Coferece E. Yücesa, C.-H. Che, J. L. Sowdo, ad J. M. Chares, eds. SIMULATION OF THE MATERIAL TRANSPORTING AND LOADING PROCESS IN PEDRO DE VALDIVIA MINE Gloria J.
More informationTypes of simulation w.r.t. output analysis
Types of simulatio w.r.t. output aalysis Termiatig: Edpoit of simulatio ru is defied by your model. No-termiatig 0 Aalysis: first cosider termiatig simulatio i output result, value of a certai performace
More informationORACLE COMMERCE CLOUD INTRODUCTION TO PROMOTIONS
ORACLE COMMERCE CLOUD INTRODUCTION TO PROMOTIONS INTRODUCTION Oracle Commerce Cloud makes it easy to create ad maage promotios, but we kow it takes more coordiatio creativity aalytical kow-how to deliver
More informationDesign and Thermal Analysis of a Supercritical CFB Boiler
eissn: 2487X Desig ad Thermal Aalysis of a Supercritical CFB Boiler JUKURI.RAMAKRISHNA DEPARTMENT OF MECHANICAL NEWTONS INSTITUTE OF SCIENCE & TECHNOLOGY ABSTRACT A boiler is a closed vessel i which water
More informationInvolving Citizens to Reimagine Governance
Govermet Ivolvig Citizes to Reimagie Goverace Abstract Existig goverace models seldom allow citizes to play a sigi cat role i the period after they have cast their vote durig a electio ad before they cast
More informationINTELLIGENT BELT CONVEYOR MONITORING & CONTROL: THEORY & APPLICATIONS
INTELLIGENT BELT CONVEYOR MONITORING & CONTROL: THEORY & APPLICATIONS Prof.dr.ir. Gabriel Lodewijks 1, Dr.ir. Jaap A. Ottjes 2 Delft Uiversity of Techology, the Netherlads SUMMARY At BELTCON 12 i 2003
More informationCustomer Journey Design for Guiding Communications Service Providers
Customer Jourey Desig for Guidig Commuicatios Service Providers Abstract I the past, commuicatios service providers (CSPs) were focused o buildig ad ruig a superior ad ef ciet etwork with the ext priority
More informationWorkPlace Solutions provides simplicity, reliability, and cost-effectiveness to the benefits communication and
WorkPlace Solutios provides simplicity, reliability, ad cost-effectiveess to the beefits commuicatio ad erollmet process, where issues are complex ad solid experiece is eeded. We combie our techology ad
More informationAn Approach to Reduce Test Effort by Using Machine Learning Techniques
IJCSNS Iteratioal Joural of Computer Sciece ad Network Security, VOL.15 No.9, September 2015 99 A Approach to Reduce Test Effort by Usig Machie Learig Techiques Mohammed Iayathulla, Silpa C Departmet of
More informationLocalization World 2010 Sponsorship Brochure
Localizatio World 2010 Sposorship Brochure Berli, Germay, 7-9 Jue 2010 Seattle, Washigto, October 6-8, 2010 Be a Localizatio World Sposor Localizatio World has become the most respected evet i the laguage
More informationPOLICE RESPONSE MENTAL ILLNESS. Improving. Report from the March 2016 IACP Symposium
Improvig POLICE RESPONSE to Persos Affected by MENTAL ILLNESS IACP s Oe Mid Campaig Crisis Itervetio Team (CIT) Respos Model Partership Focused MHFA for Public Safety De-escalatio Techiques Metal Health
More informationRun Length Distribution of Synthetic Double Sampling Chart
Iteratioal Joural of Applied Egieerig Research ISSN 97-456 Volume, Number 4 (7) pp 468-47 Research Idia Publicatios http://wwwripublicatiocom Ru egth Distributio of Sythetic Double Samplig Chart You Huay
More informationThe Impact of Aggregating Benefit and Cost Criteria in Four MCDA Methods by Evangelos Triantaphyllou and Khalid Baig
1 Complete Referece for this article: Triataphyllou, E., ad K. Baig, (2004), The Impact of Aggregatig Beefit ad Cost Criteria i Four MCDA Methods, IEEE Trasactios o Egieerig Maagemet, Vol. xx, No. xx,
More informationBABCOCK NOELL EXPERIENCE AND INNOVATION THE IDEAL COMBINATION FOR SUCCESS
BABCOCK NOELL EXPERIENCE AND INNOVATION THE IDEAL COMBINATION FOR SUCCESS Overview Babcock Noell is active i the product areas of uclear service, uclear techology, maget techology ad evirometal techology
More informationThe EliA System Time for the Essentials Cost efficient and flexible A boost in service for your laboratory and your clinicians
dsdna The EliA System Time for the Essetials completely automated (true walk-away, overight rus) easy istrumet maagemet by custom-made software barcode-reader protocols, QC ad raw data easily accessible
More informationHelp and support for personal and business customers. Saltcoats branch closure 20/06/2018
Help ad support for persoal ad busiess customers Saltcoats brach closure 20/06/2018 Facts are correct as at 14/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Saltcoats
More informationInnovation & Customer Co- Development
Karste Nielse, Chief Techology Officer Iovatio & Customer Co- Developmet Iovatio processes i AAK F r o t E d I o v a t i o New Product Developmet 2 Iovatio processes i AAK Liste F r o t E d I o v a t i
More informationTHE LINEAR MODEL FOR THE ROUTINE MAINTENANCE EVALUATION OF EARTHQUAKE RESCUE EQUIPMENTS
ARPN Joural of Egieerig ad Applied Scieces 2006-2015 Asia Research Publishig Network (ARPN). All rights reserved. www.arpourals.com THE LINEAR MODEL FOR THE ROUTINE MAINTENANCE EVALUATION OF EARTHQUAKE
More informationCosting in Vaccine Planning and Programming
Costig i Vaccie Plaig ad Programmig This work is licesed uder a Creative Commos Attributio-NoCommercial-ShareAlike Licese. Your use of this material costitutes acceptace of that licese ad the coditios
More information7 Reasons Why Agency Evaluation Programs Commonly Fail
a Decideware white paper 7 Reasos Why Agecy Evaluatio Programs Commoly Fail Agecy Relatioship Maagemet supplier performace experts scorecards.deploymet.service decide ware Sa Fracisco Sydey Lodo May large
More informationMulti-leg Seat Inventory Control Based on EMSU and Virtual Bucket
Iteratioal Joural of Egieerig Busiess Maagemet Special Issue: The Next Geeratio of Aircraft Servicig ad Logistics Operatios Opportuities ad Challeges ARTICLE Multi-leg Seat Ivetory Cotrol Based o EMSU
More informationAnalysis of Software Cost Estimation using COCOMO II
Iteratioal Joural of Scietific & Egieerig Research Volume 2, Issue 6, Jue-2011 1 ISSN 2229-18 Aalysis of Software Cost Estimatio usig COCOMO II T.N.Sharma Abstract - COCOMO II is a objective cost model
More informationCustomer Value: knowledge, sustainability, and transformation
Customer Value: kowledge, sustaiability, ad trasformatio Djoko Setijoo, MSc Departmet of Forest & Wood Techology, Växjö Uiversity, Swede djoko.setijoo@vxu.se Keywords: customer value, system thikig, customer
More informationBaan Order Management Purchase Control
Baa Order Maagemet Purchase Cotrol Module Procedure UP031A US Documetiformatio Documet Documet code : UP031A US Documet group : User Documetatio Documet title : Purchase Cotrol Applicatio/Package : Baa
More informationA FRAMEWORK TO ASSESS DECISION QUALITY USING INFORMATION QUALITY DIMENSIONS (Research-in-progress)
A FRAMEWORK TO ASSESS DECISION QUALITY USING INFORMATION QUALITY DIMENSIONS (Research-i-progress) Mouzhi Ge Dubli City Uiversity mge@computig.dcu.ie Markus Helfert Dubli City Uiversity markus.helfert@computig.dcu.ie
More informationMortimer branch closure 25/06/2018. Help and support for personal and business customers
Mortimer brach closure 25/06/2018 Help ad support for persoal ad busiess customers Facts are correct as at 09/03/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Mortimer
More informationIDENTIFY FACTORS THAT INFLUENCE THE COMPETITIVE ADVANTAGE OF LOGISTICS SERVICE PROVIDERS USING FUZZY DELPHI METHOD IN IRAN Iran.
www.sciecejoural.i IDENTIFY FACTORS THAT INFLUENCE THE COMPETITIVE ADVANTAGE OF LOGISTICS SERVICE PROVIDERS USING FUZZY DELPHI METHOD IN IRAN Massood Javidi Zargari 11, Abdolvahid Azarshab 1, Somaie Lagzia
More informationComputer-Aided Optimization in Operation Planning of Hydropower Plants Algorithms and Examples
Joural of the Serbia Society for Computatioal Mechaics / Vol. 3 / No. 1, 2009 / pp. 273-297 UDC: 621.311.21:519.863 Computer-Aided Optimizatio i Operatio Plaig of Hydropower Plats Algorithms ad Examples
More informationTransshipment LP Model for Minimizing the Utility Cost in a Heat Exchanger Network
Trasshipet LP Model for Miiizig the Utility ost i a eat Exchager Networ Niolaos V. ahiidis ad Igacio E. Grossa Departet of heical Egieerig aregie Mello Uiversity 1. Proble tateet Give is a process that
More informationScope of Work: The Right Team on the Right Business
a Decideware white paper Scope of Work: The Right Team o the Right Busiess Aligig marketig, agecies ad procuremet through better Scope of Work maagemet supplier performace experts scorecards.deploymet.service
More informationUnit I Electrochemistry
Uit I lectrochemistry Itroductio : Sigle lectrode Potetial: lectrode potetial is defied as the potetial developed at the iterface betwee metal ad solutio, whe it is i cotact with solutios of its ios. Or
More information30RH Air-to-Water Heat Pumps AQUASNAP JUNIOR. Nominal cooling capacity kw Nominal heating capacity kw
Air-to-Water Heat Pumps AQUASNAP JUNIOR RH 5-13 Nomial coolig capacity 5.-11.5 kw Nomial heatig capacity 5.7-13.8 kw This ew geeratio of heat pumps features the latest techological iovatios, icorporatig
More informationRANKING OF FACTORS AFFECTING SELECTION OF SUBCONTRACTOR FOR CONSTRUCTION CONTRACTORS OF GUJARAT BY RELATIVE IMPORTANT INDEX
RANKING OF FACTORS AFFECTING SELECTION OF SUBCONTRACTOR FOR CONSTRUCTION CONTRACTORS OF GUJARAT BY RELATIVE IMPORTANT INDEX Desaria Tarua 1, Dr.Rajiv Bhatt 2, Prof.Jaydev.J.Bhavsar 3 1 Fial Year ME Studet,
More informationStatistical Models for Forecasting Petroleum Pump Prices in Kenya
Ope Sciece Joural of Statistics ad Applicatio 208; 5(3): 58-62 http://www.opescieceolie.com/joural/osjsa ISSN: 238-4950 (Prit); ISSN: 238-4969 (Olie) Statistical Models for Forecastig Petroleum Pump Prices
More informationEliminating Harm, Improving Patient Care: A Trustee Guide Self Assessment. The Board s Role in Quality Improvement & Eliminating Patient Harm
Elimiatig Harm, Improvig Patiet Care: A Trustee Guide 2018 Self Assessmet This tool offers a basic framework that leaders ca use to evaluate how successfully their board is egaged i the quality improvemet
More informationHelp and support for personal and business customers. Duns branch closure 05/06/2018
Help ad support for persoal ad busiess customers Dus brach closure 05/06/2018 Facts are correct as at 13/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Dus to
More informationWest Ealing branch closure 22/05/2018. Help and support for personal and business customers
West Ealig brach closure 22/05/2018 Help ad support for persoal ad busiess customers Facts are correct as at 12/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of
More informationA new definition of efficiency in pallet storage: DCS, the DAMBACH Compact Shuttle system
A ew defiitio of efficiecy i pallet storage: DCS, the DAMBACH Compact Shuttle system DCS, the ew DAMBACH Compact Shuttle system for high-bay warehouses, itroduces a uprecedeted efficiecy ito pallet storage
More informationdifferences between two groups (Will Begin Momentarily) Copyright 2009 BCG Institute for Workforce Development Visit BCGi Online
/4/009 Itroductio ti to t-tests t t for measurig differeces betwee two groups (Will Begi Mometarily) Brought to you by: www.bcgistitute.org Copyright 009 BCG Istitute for Workforce Developmet www.bcgistitute.org
More informationPharmaceutical cgmps for the 21 st Century Industry Perspective. Ferdinando Aspesi, Senior Vice President, Global Quality and Compliance, Wyeth
Pharmaceutical cgmps for the 21 st Cetury Idustry Perspective Ferdiado Aspesi, Seior Vice Presidet, Global Quality ad Compliace, Wyeth Outlie Backgroud Status of the various FDA iitiatives Impact R&D/Maufacturig
More informationCustom Manufacturing Solutions
Cao Virgiia, Ic. Custom Maufacturig Solutios CONTRACT MANUFACTURING REVERSE LOGISTICS MOLD MAKING Cao Put our good ame to work for yours. C-a--o-. Five letters that are syoymous with quality the world
More informationSysML for embedded automotive systems. SysCARS methodology. Group Electronics Expertise and Development Services.
ERTS 2 2014 SysML for embedded automotive systems SysCARS methodology Group Electroics Expertise ad Developmet Services Jea-Deis PIQUES jea-deis.piques@valeo.com ebruary 2014 I 1 ebruary 2014 Valeo Key
More informationdesigning a winning workplace
desigig a wiig workplace P R O F E S S I O N A L D E V E L O P M E N T P R O F E S S I O N A L D E V E L O P M E N T Thigs We Will Discuss Today. What s i a team? Are you a group or a team? Do you have
More informationA THREE-PHASE MULTICRITERIA METHOD TO THE SUPPLIER SELECTION PROBLEM
Iteratioal Joural of Idustrial Egieerig, 5(2), 95-20, 2008. A THREE-PHASE MULTICRITERIA METHOD TO THE SUPPLIER SELECTION PROBLEM A. Medoza, E. Satiago, ad A. Ravi Ravidra Departmet of Idustrial ad Maufacturig
More informationAn Exploration on the Use of Data Envelopment Analysis for Product Line Selection
Iowa State Uiversity From the SelectedWorks of Gül Okuda-Kremer 2009 A Exploratio o the Use of Data Evelopmet Aalysis for Product Lie Selectio Gül E. Okuda, The Pesylvaia State Uiversity Chu-Yu Li, The
More informationCE Supplementary Notes for Open Channel Flow
CE 40450 upplemetary Notes or Ope Chael Flow 10.5 Gradually Varyig Flow Flow quatities, depths, ad bed slopes are ot always costat. Chages are cotrolled by two competig actors: gravitatioal eergy added
More informationPenistone branch closure 27/06/2018. Help and support for personal and business customers
Peistoe brach closure 27/06/2018 Help ad support for persoal ad busiess customers Facts are correct as at 09/03/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Peistoe
More informationModelling Governmental Information in Greece and Eastern Europe
Modellig Govermetal Iformatio i Greece ad Easter Europe Yais Charalabidis, Feareti Lampathaki Natioal Techical Uiversity of Athes SEMIC.EU Workshop February 2, 2009, Brussels The idea Develop a federated
More informationHelp and support for personal and business customers. Lockerbie branch closure 21/06/2018
Help ad support for persoal ad busiess customers Lockerbie brach closure 21/06/2018 Facts are correct as at 14/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Lockerbie
More informationTechnical Economic Research for Passive Buildings
IOP Coferece Series: Materials Sciece ad Egieerig PAPER OPEN ACCESS Techical Ecoomic Research for Passive Buildigs To cite this article: Ruta Miiotaite 2017 IOP Cof. Ser.: Mater. Sci. Eg. 245 022076 View
More informationAshby de la Zouch 850,000 sq ft
M1 (J23A) & East Midlads Airport M1 (J22) RAIL LINE RAIL LINE M42 850,000 sq ft A build to suit warehouse opportuity up to 850,000 sq. ft. with dedicated rail coectio gazeley.com UK Europe Chia Middle
More informationA study on copper recovery from the slag of Outokumpu direct-to-copper process
A study o copper recovery from the slag of Outokumpu direct-to-copper process M. Kucharski (*), T. Sak, P. Madej, M. Wędrychowicz, W. Mróz AGH Uiversity of Sciece ad Techology, Departmet of Metallurgy
More informationZions Bancorporation. Data-centric Technology Transformation for Financial Institutions
Zios Bacorporatio Data-cetric Techology Trasformatio for Fiacial Istitutios Curret State Outdated Core Systems A Idustry-Wide Challege Icreased Risk Agig, highly customized core applicatios Regulatory
More informationHelp and support for personal and business customers. Rothesay branch closure 26/06/2018
Help ad support for persoal ad busiess customers Rothesay brach closure 26/06/2018 Facts are correct as at 14/02/2018 Customer ad Commuity Egagemet followig closure aoucemet We wrote to customers of Rothesay
More informationFINNING UK GENDER PAY GAP REPORT 2017.
FINNING UK GENDER PAY GAP REPORT 2017. Message from Scott Thomso Presidet & CEO Fiig Iteratioal Ic. Fiig globally is committed to buildig a iclusive workplace where ay idividual regardless of ethic backgroud,
More informationEnergy. Global Solutions
Eergy. Global Solutios > Fossil Fuel > Reewable Global Eergy Solutios Reold is a global egieerig group with over 130 years of experiece i the desig ad maufacture of high-quality power trasmissio products
More informationInterval Estimation & Sampel Size
Iterval Estimatio & Sampel Size Week 02 Preseted by : W. Rofiato Iterval Estimatio Iterval Estimatio of a Populatio Mea: - Large-Sample Case - Small-Sample Case Determiig the Sample Size Iterval Estimatio
More informationHYBRID ADAPTIVE JOB AND RESOURCE SCORING META- SCHEDULING SYSTEM FOR GRID COMPUTING
HYBRID ADAPTIVE JOB AND RESOURCE SCORING META SCHEDULING SYSTEM FOR GRID COMPUTING 1 N.KRISHNAMOORTHY, 2 R.ASOKAN 1 Assistat Professor (Sr.Grade), Departmet of Computer Sciece, Kogu Egieerig College, Perudurai,
More information