Improve Static Voltage Stability Edge with Optimal Placement of UPFC and PST
|
|
- Derrick Black
- 5 years ago
- Views:
Transcription
1 Internatonal Research Journal of Appled and Basc Scences 014 Avalable onlne at ISSN X / ol, 8 (11: Scence Explorer ublcatons Improve Statc oltage Stablty Edge wth Optmal lacement of UFC and ST Seyed Ehsan Lary Seyed Zadeh 1, Afshn Lashkar Ara 1. Department of Electrcal Engneerng, Dezful Branch, Islamc Azad Unversty, Dezful, Iran. Department of Electrcal Engneerng, Dezful Branch, Islamc Azad Unversty, Dezful, Iran Correspondng Author emal: ehsan_lar@yahoo.com ABSTRACT: The man goal of ths paper s fndng optmal place of unfed power flow controller (UFC and phase shfter (ST n the power systems. In other words, the man concentraton s on connectng FACTS and OF tools opnon usng ST and UFC power necton model to fnd the best place of settng these elements n power networks. The obectve functon of mzng statc voltage stablty edge (system loadablty factor s dscussed n ths paper. Smulaton results are offered on IEEE 118_ bus standard network and they suggest that proposed algorthm ncludes the better resoluton and there s a more lttle tme than the other placement methods. Key words: OF, UFC, ST, optmal placement, power necton model. INTRODUCTION In recent year, voltage collapse problem has been a basc and mportant problem to explot electrc power systems[1]. Recent fndngs report a power system dsablty to keep voltage constantly, n all dsrupted buses. oltage collapse pontngs are known as system loadablty edge s known as power level that system collapses before t. Many ways are mplemented to dentfy voltage stablty on statc analyss technques based on power flow ways[]. A smple way to fnd a system loadablty mum lmt s usng a common power flow and gradual ncreasng load near power flow dvergence. A power flow Jacoban matrx n power mum causes to dverge power flow, because of unqueness. Therefore, contnous power flow (CF approach s used to over come ths problem[3]. Some contnous power flow problems are, unconsderng explotaton lmtatons and also takng a long tme algorthm. So, optmal power flow s used to overcome these problems. Optmal power flow s unlnear programmng and dentfyng power system control parameters as f t optmzes a obectve functon and physcal and effcent restrctons mposed by equpment lmtatons and also, t meets system securty lmtatons. OF s a man nstrument to optmze and desgn power flow progressvely, and t was frstly propounded n 196 and t took a long tme to mplement as a effcent and successful algorthm that s useful every day. In[4,5], the procedures offered to resolve OF n dfferent resources are dscused. ON the other hand, developng consume n power systems confront power transton lmtaton problem. And power flow controllers, such as controllng generators, regulatng voltage and condenser banks are not enough to solve ths problem. Today, controllng FACTS controllers based on power electroncs tools[6], can control power flow wth advantage of stablzng buses voltage level n acceptable lmtaton, ncreasng securty of system and explotng near capacty lmts, constantly. Thus, a need of an nstrument s presented to desgn power systems wth FACTS tools. Taranto n [7], for example, has suggested a method to solve optmal power flow problem ncludng FACTS tools based on lnear programs. Ths procedure can consder seres compensatory and phase shfter, but t can't consder lnes lmtatons. In resource[8] s used lnear programmng based on securty lmtatons to solve OF and determne FACTS controllers parameters. Chung and L n[9] have presented a genetc algorthm method to fnd FACTS tools parameters. In sources[10,11], connectng FACTS and OF tools algorthm has been used based on Newton's approach, source[1] studes statc voltage stablty lmtaton, usng HSO and SO algorthm methods. In source[13] s dscussed, ncreasng statc voltage stablty edge usng some FACTS elements. THE man purpose of ths paper s, provdng a method to fnd and select the best place of settng ST and UFC elements based on ncreasng statc voltage stablty lmtaton. In ths paper, optmzaton software named wth Generalzed Algebrac Modelng System has been used to solve OF problem and ths algorthm s tested on IEEE 118_ bus network.
2 Upfc Inecton Model A UFC can be represented n the steady-state by two voltage sources representng basc components of output voltage waveforms of the two converters and mpedances beng leakage reactances of the two couplng transformers. Fgure 1 depct a two voltage-source model of UFC[14]. oltage of bus s taken as 0 ' reference vector, 0 and se The voltage sources, se and sh,are controllable n both ther magntudes and phase angles. se could be defned as: se r e (1 0 r r and o The value of r and are defned wthn specfed lmts gven by Equaton (1 The steady-state UFC mathematcal model s developed by replacng voltage source I parallel wth the transmsson lne, where b 1/ X I se se se se se b ( se se by a current source Fgure 1. Two voltage-source model of UFC The current source Fgure. I se can be modeled by necton powers at the two auxlary buses and as shown n * s se * s ( se Fgure. Replacement of seres voltage source by a current source. S ( I (3 S I (4 The nected powers S s and S s can be smplfed accordng to the followng operatons, by substtutng Equaton (1 and ( nto Equaton (3. * S ( b r e (5 s se By usng the Euler Identty, ( e cos sn Equaton (5 takes the form: ( 90 * s se S ( e b r (6 s se S b r[cos( 90 sn( 90] (7 By usng trgonometrc denttes, Equaton (7 reduces to: Ss rbse sn rb se cos (8 Equaton (6 can be decomposed nto ts real and magnary components, Ss s s, where 199
3 s rbse sn (9 s rbse cos (10 Smlar modfcatons can be appled to Equaton (4; the fnal equaton takes the form: S b r sn( s se b r cos( se (11 Equaton (11 can also be decomposed nto ts real and magnary parts, S s s s, where b r sn( (1 s se b r cos( (13 s se Based on Equatons (9, (10, (1, and (13, the power necton model of the seres connected voltage source can be seen as two dependent power nectons at auxlary buses and, as shown n Fgure 3[15,16]. Fgure 3. Equvalent power nectons of seres branch. The apparent power suppled by the seres converter s calculated as. * ' * S seres se I re (14 X se. Actve and reactve power suppled by the seres converter can be calculated from Equaton (14: seres se * S re (( re / X (15 ( ( seres se S r e (( r e e e / X (16 ( seres se se se S b r b r e b e (17 S b r b r (cos sn seres se se b (cos( sn( se (18 The fnal form of Equaton (19 can be wrtten as: S seres = seres + seres, where: seres se se rb sn( rb sn (19 seres se cos( se cos se rb rb r b (0 The reactve power delvered or absorbed by converter 1 s not consdered n ths model, but ts effect 1993
4 can be modeled as a separate controllable shunt reactve source. In ths case the man functon of reactve power s to mantan the voltage level at bus I wthn acceptable lmts. In vew of the above explanatons, shunt can be assumed to be 0. Consequently, steady-state UFC mathematcal model s constructed from the seres connected voltage source model wth the addton of a power necton equvalent to shunt + 0 to bus I, as depcted n Fgure 4. shunt 0 Fgure 4. Equvalent power necton of shunt branch. Fnally, steady-state UFC mathematcal model can be constructed by combnng the seres and shunt power nectons at both bus I and bus as shown n Fgure 5., UFC, UFC, UFC, UFC Fgure 5. Steady-state UFC mathematcal model. The elements of the equvalent power nectons n Fgure 5 are, upfc se se, 0.0rb sn 1.0rb sn( (1, upfc rbse sn( ( upfc se, rb cos (3, upfc rbse cos( (4 st Inecton Model phase shfter sngle lnear model s shown, consderng reactances of dspersng transformers, n fgure (6. In ths fgure, seres substrate of phase shfter s modeled as a voltage source and the value s stated as follow[17]: k e (5 B E S Et B X Bt X R I S X E I E I B Fgure6. phase shfter sngle lnear model arallel substrate of phase shfter s modeled by Z and X and a voltage R source that t s recevng bus voltage. Usng fgure(6 and changng, lnear crptc voltage sources to parallel flow source wth 1994
5 these lnes, ST power necton model s obtaned, based on fgure(7. and reactve powers to th bus respectvely, and th bus respectvely., ST and ST, and, ST are necton actve ST, are necton actve and reactve powers to (6, ST bsek sn(,, (7 ST ST (8 (9, ST bse k bsek cos( bsek cos(, ST bsek cos( Fgure7. ST power necton model roblem Formulaton Set up FACTS elements have adventages such as preventng over load, reduce losses and decrease cost of generator, ncrease a system loadablty and etc n power systems. It's possble that each of these characterstcs are selected as a obectve functon wth FACTS element for OF problem. In ths paper, a system loadablty factor s selected as a goal to assess a statc voltage stablty edge. A. Obectve functon To obtan a system loadablty mum(statc voltage stablty lmt, a system loadablty factor ( s used as a obectve functon of problem[18]. F (30 B. Condtons and lmtaton of problem roblem condtons are parallelsm and unequal functons that t's necessary to be suppled n optmal response searchng process. arallelsm restrctons arallelsm restrctons are smlar to parallelsm equatons of actve and reactve powers used n normal power flow of same power floes wthout FACTS tools. These condtons are those equatons of power flow wth Newton's Raphson's, Gous saydel's method that are stated as follow: G G G G D D D D cos( (31 1,..., N B sn ( 1,..., N B cos( 1,..., N B sn ( 1,..., N B (3 (33 (
6 D ( 1 D ( 1 D 1 G ( 1 k D G 1 G (35 (36 (37 : The number of system buses, and and and : roductve actve and reactve powers n th bus. G G G G D and D : Demanded actve and reactve powers n th bus. and and and : voltage magntude and voltage phase angle of th bus. and and and : voltage magntude and voltage phase angle of th bus. In above equatons, varables wth superscrpt (^ are related to a system crtcal pont. As mentoned before, we have used power necton model of these elements to add FACTS elements wth OF problem. FACTS elements nect actve and reactve power to each of lnear frst and fnal buses connected to t. Thus, relatons of (31, (3, (33, (34 change, consderng these necton powers to power system, as follow: G G G G FACTS FACTS FACTS FACTS D D D D cos( 1,..., N B sn( 1,..., N B cos( 1,..., N B sn( 1,..., N B (38 (39 Unequal restrctons Unequal restrctons used to mplement proposed algorthm nclude these cases: 0 (4 mn G mn G mn G mn G mn mn S (43 G G G G (44 G G (45 (46 G G (47 (48 S (49 Equaton(49 s related to lnes transferable power. ST and UFC elements lmtaton: ermssble lmt relevant to element controllable parameter s as follow: UFC varables lmtaton: 0 r 1, ST varable lmt: (40 (
7 Implementng roposed Approach In ths secton, proposed approach s mplemented on IEE 118_ bus network. IEEE network s used to show effect of ST and UFC to mprove statc voltage stablty edge, here. Optmzng the obectve functon accomplshs n two stages, n frst stage, the obectve functon s optmzed wthout set up FACTS element and percent of ncreasng system loadablty (statc voltage stablty lmt s obtaned, and n the next stage, the effect of set up ST and UFC elements on statc voltage stablty edge s reveald. In ths paper, two softwares GAMS and MATLAB are used to fnd placement of FACTS elements. GAMS software acts as a medator that receves the data of network after preparng by MATLAB software, and t consders to solve OF problem. Flow chart of proposed approach s shown n fgure(8. start Input system data M 1 es Is there transformer n lne? N0 Add FACTS necton model nto power flow equaton Calculate the new bus matrx and send to GAMS Send and save data to MATLAB M M+1 M<=Nl es N0 Fnd best locaton of FACTS by MATLAB results end Fgure8. Flow chart of the proposed algorthm IEEE 118_ bus network Ths network has 118 buses, 186 lnes and 54 generators. In ths network mum load power s, 44 megawatts and mum producton s, megawatts, that t's selected to show ablty and velocty of proposed algorthm for OF n larg networks. As shown n table1, the value of ncreasng permssble load for 118_ bus network wthout employng FACTS elements s and mum loadablty s between buses 76, 77 nstead of set up ST n all lnes, and also between buses 77, 80 nstead of set up UFC n all lnes. 1997
8 FACTS ARAMETERS σ º =. r= γ º= Table 1. Results of eee 118- bus system locaton Load ablty (bus-bus CONCLUTIONS Wthout FACTS Wth ST Wth UFC So far, the most approachs are presented to fnd placement of FACTS tools, are lmted to small systems, and t needs long tme to calculate. In ths paper s used two softwares GAMS and MATLAB for placement. Results suggest preference UFC n mzng system load ablty than ST. REFRENCES Abdel salam HA, Aly GEM, Abdel karm M, Shebl KM.004. "Optmal locaton of the Unfed ower System Contrller n electrcal power system," IEEE roceedngs on larg Engneerng Systems Conference on ower Engneerng, pp Aghae J, shayanfar H, Amady N.008. Incorporatng ower System securty nto market-clearng of day-ahead ont energy and reserve auctons,europan Transacton On Electrcal ower, etep-99. Ambrz H, Acha E, Fuerte E.000. "Advanced SC Model for Newton Raphson load flow and Newton optmal power flow studes," IEEE Transactons On ower System. ol. 15, No. 1, pp Amady N, elayat MH.009. "Evaluaton of the mum loadablty pont of power systems consderng the effect of statc load models",energy converson and Management, ol. 50, pp Chung T S, L.001. "A hybrd GA approach for OF wth consderaton of FACTS Devces," IEEE ower Engneerng Rev, ol., pp Fuerte-Esquvel CR, Acha E "A Newton-type algorthm for the control of power flow n electrcal power networks," IEEE, Transactons On ower System. ol. 1, No. 4, pp Ge S, Chalmg TS "Optmal Actve ower Flow Incorporatng FACTS Devce wth power flow control constrants," Electrcal ower Energy System. ol. 0, No. 5, pp Hngoran NG "power electroncs n electrcal utltes: Role of power electroncs n future power system", roc IEEE, ol. 4, pp Kundur.009.ower system stablty and control",mc Graw-Hll Inc. Momoh J, El-Hawary M, Adapa R "A revew of selected optmal power flow," lterature to 1993 art I: nonlnear and quadratc programmng approachs, IEEE Transactons On ower System, ol. 14, No. 1, pp Momoh J, El-Hawary M, Adapa R "A revew of selected optmal power flow," lterature to 1993 art II: Newton, lnear programmng and nteror pont methods, IEEE Transactons On ower System, ol. 4, No. 1, pp Mor H, Sek K.007. "Contnuaton Newton-GMRES ower Flow wth Lnear and Nonlnear redctors",ieee, pp Noroozyan M, Angqust L, Ghandhar M, Andersson G "Use of UFC for optmal power flow control", IEEE, Transactons On ower System Delvery. ol. 1, No. 4, pp Ongakul W, Behasaprta.00. "Optmal ower Flow wth FACTS devces by hybrd TS/SA approach," Electrcal ower and Energy Systems, pp adhy N, Abdel moamen MA.004. "ower flow control and solutons wth multple and mult-type FACTS Devces'" Electrcal ower & Engneerng System. ower Systems Test Case, The Unversty of WashngtonArchve, [Accessed 15/7/008]. Saravanan M, Mary Raa Slochana, S, enkatesh, rnce Stephen Abraham J.007. Applcaton of partcle swarm optmzaton technque for optmal locaton of FACTS devces consderng cost of nstallaton and system loadablty, Electrc ower Systems Research, ol. 77, No. 3-4, pp Taranto GN, nto LMG, erera MF.199. "Representaton of FACTS Devces n ower System Economc Dspatch," IEEE, Transactons On ower System. ol. 7, No., pp ural AM, Tumay M.007. "Mathematcal modelng and Analyss of a Unfed power flow controller: A comparson of two approaches n power flow studes and effects of UFC locaton," Electrcal ower and Energy Systems, ol. 9, pp
Chapter - 2. Distribution System Power Flow Analysis
Chapter - 2 Dstrbuton System Power Flow Analyss CHAPTER - 2 Radal Dstrbuton System Load Flow 2.1 Introducton Load flow s an mportant tool [66] for analyzng electrcal power system network performance. Load
More informationELE B7 Power Systems Engineering. Power Flow- Introduction
ELE B7 Power Systems Engneerng Power Flow- Introducton Introducton to Load Flow Analyss The power flow s the backbone of the power system operaton, analyss and desgn. It s necessary for plannng, operaton,
More informationUncertainty in measurements of power and energy on power networks
Uncertanty n measurements of power and energy on power networks E. Manov, N. Kolev Department of Measurement and Instrumentaton, Techncal Unversty Sofa, bul. Klment Ohrdsk No8, bl., 000 Sofa, Bulgara Tel./fax:
More informationOptimal Placement of Unified Power Flow Controllers : An Approach to Maximize the Loadability of Transmission Lines
S. T. Jaya Chrsta Research scholar at Thagarajar College of Engneerng, Madura. Senor Lecturer, Department of Electrcal and Electroncs Engneerng, Mepco Schlenk Engneerng College, Svakas 626 005, Taml Nadu,
More informationProceedings of the 10th WSEAS International Confenrence on APPLIED MATHEMATICS, Dallas, Texas, USA, November 1-3,
roceedngs of the 0th WSEAS Internatonal Confenrence on ALIED MATHEMATICS, Dallas, Texas, USA, November -3, 2006 365 Impact of Statc Load Modelng on Industral Load Nodal rces G. REZA YOUSEFI M. MOHSEN EDRAM
More informationCOMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS
Avalable onlne at http://sck.org J. Math. Comput. Sc. 3 (3), No., 6-3 ISSN: 97-537 COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS
More informationImprovement of Power System Condition by Placement of Flexible Alternating Current Transmission Systems devices
Improvement of ower System Condton by lacement of Flexble Alternatng Current Transmsson Systems devces Mehd afar Department of Electrcal Engneerng, Marvdasht Branch, Islamc Azad Unversty, Marvdasht, Iran
More informationA PROBABILITY-DRIVEN SEARCH ALGORITHM FOR SOLVING MULTI-OBJECTIVE OPTIMIZATION PROBLEMS
HCMC Unversty of Pedagogy Thong Nguyen Huu et al. A PROBABILITY-DRIVEN SEARCH ALGORITHM FOR SOLVING MULTI-OBJECTIVE OPTIMIZATION PROBLEMS Thong Nguyen Huu and Hao Tran Van Department of mathematcs-nformaton,
More informationComparative Analysis of SPSO and PSO to Optimal Power Flow Solutions
Internatonal Journal for Research n Appled Scence & Engneerng Technology (IJRASET) Volume 6 Issue I, January 018- Avalable at www.jraset.com Comparatve Analyss of SPSO and PSO to Optmal Power Flow Solutons
More informationThe Study of Teaching-learning-based Optimization Algorithm
Advanced Scence and Technology Letters Vol. (AST 06), pp.05- http://dx.do.org/0.57/astl.06. The Study of Teachng-learnng-based Optmzaton Algorthm u Sun, Yan fu, Lele Kong, Haolang Q,, Helongang Insttute
More informationThe Minimum Universal Cost Flow in an Infeasible Flow Network
Journal of Scences, Islamc Republc of Iran 17(2): 175-180 (2006) Unversty of Tehran, ISSN 1016-1104 http://jscencesutacr The Mnmum Unversal Cost Flow n an Infeasble Flow Network H Saleh Fathabad * M Bagheran
More informationEEL 6266 Power System Operation and Control. Chapter 3 Economic Dispatch Using Dynamic Programming
EEL 6266 Power System Operaton and Control Chapter 3 Economc Dspatch Usng Dynamc Programmng Pecewse Lnear Cost Functons Common practce many utltes prefer to represent ther generator cost functons as sngle-
More informationEEE 241: Linear Systems
EEE : Lnear Systems Summary #: Backpropagaton BACKPROPAGATION The perceptron rule as well as the Wdrow Hoff learnng were desgned to tran sngle layer networks. They suffer from the same dsadvantage: they
More informationPOWER SYSTEM LOADABILITY IMPROVEMENT BY OPTIMAL ALLOCATION OF FACTS DEVICES USING REAL CODED GENETIC ALGRORITHM
Journal of Theoretcal and Appled Informaton Technology 3 st July 204. Vol. 65 No.3 2005-204 JATIT & LLS. All rghts reserved. ISSN: 992-8645 www.jatt.org E-ISSN: 87-395 POWER SYSTEM LOADABILITY IMPROVEMENT
More informationSelection of Suitable Location of the FACTS Devices for Optimal Power Flow
Internatonal Journal of Electrcal & Computer Scences IJECS-IJENS Vol: 12 No: 03 38 Selecton of Sutable Locaton of the FACTS Devces for Optmal Power Flow Rakhmad Syafutra Lubs, Sasongko Pramono Had and
More informationKernel Methods and SVMs Extension
Kernel Methods and SVMs Extenson The purpose of ths document s to revew materal covered n Machne Learnng 1 Supervsed Learnng regardng support vector machnes (SVMs). Ths document also provdes a general
More informationOptimal Reactive Power Dispatch Using Efficient Particle Swarm Optimization Algorithm
Optmal Reactve Power Dspatch Usng Effcent Partcle Swarm Optmzaton Algorthm MESSAOUDI Abdelmoumene *, BELKACEMI Mohamed ** *Electrcal engneerng Department, Delfa Unversty, Algera ** Electrcal engneerng
More informationA Fast Computer Aided Design Method for Filters
2017 Asa-Pacfc Engneerng and Technology Conference (APETC 2017) ISBN: 978-1-60595-443-1 A Fast Computer Aded Desgn Method for Flters Gang L ABSTRACT *Ths paper presents a fast computer aded desgn method
More informationNON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS
IJRRAS 8 (3 September 011 www.arpapress.com/volumes/vol8issue3/ijrras_8_3_08.pdf NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS H.O. Bakodah Dept. of Mathematc
More informationOptimal Allocation of FACTS Devices to Enhance Total Transfer Capability Based on World Cup Optimization Algorithm
World Essays Journal / 5 (): 40-45 07 07 Avalable onlne at www. worldessaysj.com Optmal Allocaton of FACS Devces to Enhance otal ransfer Capablty Based on World Cup Optmzaton Algorthm Farzn mohammad bolbanabad
More informationFinite Element Modelling of truss/cable structures
Pet Schreurs Endhoven Unversty of echnology Department of Mechancal Engneerng Materals echnology November 3, 214 Fnte Element Modellng of truss/cable structures 1 Fnte Element Analyss of prestressed structures
More informationDETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM
Ganj, Z. Z., et al.: Determnaton of Temperature Dstrbuton for S111 DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM by Davood Domr GANJI
More informationFUZZY GOAL PROGRAMMING VS ORDINARY FUZZY PROGRAMMING APPROACH FOR MULTI OBJECTIVE PROGRAMMING PROBLEM
Internatonal Conference on Ceramcs, Bkaner, Inda Internatonal Journal of Modern Physcs: Conference Seres Vol. 22 (2013) 757 761 World Scentfc Publshng Company DOI: 10.1142/S2010194513010982 FUZZY GOAL
More informationA NEW METHOD TO INCORPORATE FACTS DEVICES IN OPTIMAL POWER FLOW USING PARTICLE SWARM OPTIMIZATION
Journal of Theoretcal and Appled Informaton Technology 5-9 JATIT. All rghts reserved. www.att.org A NEW METHOD TO INCORPORATE FACTS DEVICES IN OPTIMAL POWER FLOW USING PARTICLE SWARM OPTIMIZATION 1 K.CHANDRASEKARAN
More informationSpeeding up Computation of Scalar Multiplication in Elliptic Curve Cryptosystem
H.K. Pathak et. al. / (IJCSE) Internatonal Journal on Computer Scence and Engneerng Speedng up Computaton of Scalar Multplcaton n Ellptc Curve Cryptosystem H. K. Pathak Manju Sangh S.o.S n Computer scence
More informationInter-area oscillation damping in large scale power systems with unified power flow controllers
Scholars' Mne Doctoral Dssertatons Student Research & Creatve Works Fall 2008 Inter-area oscllaton dampng n large scale power systems wth unfed power flow controllers Mahyar Zargham Follow ths and addtonal
More informationOperating conditions of a mine fan under conditions of variable resistance
Paper No. 11 ISMS 216 Operatng condtons of a mne fan under condtons of varable resstance Zhang Ynghua a, Chen L a, b, Huang Zhan a, *, Gao Yukun a a State Key Laboratory of Hgh-Effcent Mnng and Safety
More informationNON-LINEAR CONVOLUTION: A NEW APPROACH FOR THE AURALIZATION OF DISTORTING SYSTEMS
NON-LINEAR CONVOLUTION: A NEW APPROAC FOR TE AURALIZATION OF DISTORTING SYSTEMS Angelo Farna, Alberto Belln and Enrco Armellon Industral Engneerng Dept., Unversty of Parma, Va delle Scenze 8/A Parma, 00
More informationThe Quadratic Trigonometric Bézier Curve with Single Shape Parameter
J. Basc. Appl. Sc. Res., (3541-546, 01 01, TextRoad Publcaton ISSN 090-4304 Journal of Basc and Appled Scentfc Research www.textroad.com The Quadratc Trgonometrc Bézer Curve wth Sngle Shape Parameter Uzma
More informationNumerical Heat and Mass Transfer
Master degree n Mechancal Engneerng Numercal Heat and Mass Transfer 06-Fnte-Dfference Method (One-dmensonal, steady state heat conducton) Fausto Arpno f.arpno@uncas.t Introducton Why we use models and
More informationOptimal Reactive Power Dispatch Considering FACTS Devices
Leonardo Journal of Scences ISSN 1583-0233 Issue 18, January-June 2011 p. 97-114 Optmal Reactve Power Dspatch Consderng FACTS Devces Ismal MAROUANI *, Tawfk GUESMI, Hsan HADJ ABDALLAH and Abdarrazak OUALI
More informationDesign and Optimization of Fuzzy Controller for Inverse Pendulum System Using Genetic Algorithm
Desgn and Optmzaton of Fuzzy Controller for Inverse Pendulum System Usng Genetc Algorthm H. Mehraban A. Ashoor Unversty of Tehran Unversty of Tehran h.mehraban@ece.ut.ac.r a.ashoor@ece.ut.ac.r Abstract:
More informationChapter Newton s Method
Chapter 9. Newton s Method After readng ths chapter, you should be able to:. Understand how Newton s method s dfferent from the Golden Secton Search method. Understand how Newton s method works 3. Solve
More informationEnergy Conversion and Management
Energy Converson and Management 49 (2008) 3036 3042 Contents lsts avalable at ScenceDrect Energy Converson and Management ournal homepage: www.elsever.com/locate/enconman Modfed dfferental evoluton algorthm
More informationSecond Order Analysis
Second Order Analyss In the prevous classes we looked at a method that determnes the load correspondng to a state of bfurcaton equlbrum of a perfect frame by egenvalye analyss The system was assumed to
More informationSOLVING CAPACITATED VEHICLE ROUTING PROBLEMS WITH TIME WINDOWS BY GOAL PROGRAMMING APPROACH
Proceedngs of IICMA 2013 Research Topc, pp. xx-xx. SOLVIG CAPACITATED VEHICLE ROUTIG PROBLEMS WITH TIME WIDOWS BY GOAL PROGRAMMIG APPROACH ATMII DHORURI 1, EMIUGROHO RATA SARI 2, AD DWI LESTARI 3 1Department
More informationCHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE
CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE Analytcal soluton s usually not possble when exctaton vares arbtrarly wth tme or f the system s nonlnear. Such problems can be solved by numercal tmesteppng
More informationStatic security analysis of power system networks using soft computing techniques
Internatonal Journal of Advanced Computer Research (ISSN (prnt): 49-777 ISSN (onlne): 77-797) Statc securty analyss of power system networks usng soft computng technques D.Raaga Leela 1 Saram Mannem and
More informationAn Upper Bound on SINR Threshold for Call Admission Control in Multiple-Class CDMA Systems with Imperfect Power-Control
An Upper Bound on SINR Threshold for Call Admsson Control n Multple-Class CDMA Systems wth Imperfect ower-control Mahmoud El-Sayes MacDonald, Dettwler and Assocates td. (MDA) Toronto, Canada melsayes@hotmal.com
More informationA Hybrid Variational Iteration Method for Blasius Equation
Avalable at http://pvamu.edu/aam Appl. Appl. Math. ISSN: 1932-9466 Vol. 10, Issue 1 (June 2015), pp. 223-229 Applcatons and Appled Mathematcs: An Internatonal Journal (AAM) A Hybrd Varatonal Iteraton Method
More informationOn the Multicriteria Integer Network Flow Problem
BULGARIAN ACADEMY OF SCIENCES CYBERNETICS AND INFORMATION TECHNOLOGIES Volume 5, No 2 Sofa 2005 On the Multcrtera Integer Network Flow Problem Vassl Vasslev, Marana Nkolova, Maryana Vassleva Insttute of
More informationFormulas for the Determinant
page 224 224 CHAPTER 3 Determnants e t te t e 2t 38 A = e t 2te t e 2t e t te t 2e 2t 39 If 123 A = 345, 456 compute the matrx product A adj(a) What can you conclude about det(a)? For Problems 40 43, use
More informationTHE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD
Journal of Appled Mathematcs and Computatonal Mechancs 7, 6(3), 7- www.amcm.pcz.pl p-issn 99-9965 DOI:.75/jamcm.7.3. e-issn 353-588 THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS
More informationComparative Studies of Law of Conservation of Energy. and Law Clusters of Conservation of Generalized Energy
Comparatve Studes of Law of Conservaton of Energy and Law Clusters of Conservaton of Generalzed Energy No.3 of Comparatve Physcs Seres Papers Fu Yuhua (CNOOC Research Insttute, E-mal:fuyh1945@sna.com)
More informationA Modified Approach for Continuation Power Flow
212, TextRoad Publcaton ISSN 29-434 Journal of Basc and Appled Scentfc Research www.textroad.com A Modfed Approach for Contnuaton Power Flow M. Beragh*, A.Rab*, S. Mobaeen*, H. Ghorban* *Department of
More informationIndeterminate pin-jointed frames (trusses)
Indetermnate pn-jonted frames (trusses) Calculaton of member forces usng force method I. Statcal determnacy. The degree of freedom of any truss can be derved as: w= k d a =, where k s the number of all
More informationA new Approach for Solving Linear Ordinary Differential Equations
, ISSN 974-57X (Onlne), ISSN 974-5718 (Prnt), Vol. ; Issue No. 1; Year 14, Copyrght 13-14 by CESER PUBLICATIONS A new Approach for Solvng Lnear Ordnary Dfferental Equatons Fawz Abdelwahd Department of
More informationPortfolios with Trading Constraints and Payout Restrictions
Portfolos wth Tradng Constrants and Payout Restrctons John R. Brge Northwestern Unversty (ont wor wth Chrs Donohue Xaodong Xu and Gongyun Zhao) 1 General Problem (Very) long-term nvestor (eample: unversty
More informationSome modelling aspects for the Matlab implementation of MMA
Some modellng aspects for the Matlab mplementaton of MMA Krster Svanberg krlle@math.kth.se Optmzaton and Systems Theory Department of Mathematcs KTH, SE 10044 Stockholm September 2004 1. Consdered optmzaton
More informationTerm Project - select journal paper and outline. Completed analysis due end
EE 5200 - Lecture 30 Fr ov 4, 2016 Topcs for Today: Announcements Term Project - select journal paper and outlne. Completed analyss due end of Week 12. Submt va e-mal as mn-lecture.ppt wth voce narraton.
More informationStatistical Energy Analysis for High Frequency Acoustic Analysis with LS-DYNA
14 th Internatonal Users Conference Sesson: ALE-FSI Statstcal Energy Analyss for Hgh Frequency Acoustc Analyss wth Zhe Cu 1, Yun Huang 1, Mhamed Soul 2, Tayeb Zeguar 3 1 Lvermore Software Technology Corporaton
More informationParticle Swarm Optimization Based Optimal Reactive Power Dispatch for Power Distribution Network with Distributed Generation
Internatonal Journal of Energy and Power Engneerng 2017; 6(4): 53-60 http://www.scencepublshnggroup.com/j/jepe do: 10.11648/j.jepe.20170604.12 ISSN: 2326-957X (Prnt); ISSN: 2326-960X (Onlne) Research/Techncal
More informationSection 8.3 Polar Form of Complex Numbers
80 Chapter 8 Secton 8 Polar Form of Complex Numbers From prevous classes, you may have encountered magnary numbers the square roots of negatve numbers and, more generally, complex numbers whch are the
More information6 Steady State Power System Voltage Stability Analysis and Control with FACTS
6 Steady State Power System Voltage Stablty Analyss and Control wth FACS Voltage stablty analyss and control become ncreasngly mportant as the systems are beng operated closer to ther stablty lmts ncludng
More informationOptimal Location of TCSC with Minimum Installation Cost using PSO
IJCST Vo l., S, De c e m b e r 0 ISSN : 0976-849(Onlne) ISSN : 9-4333(rnt) Optmal Locaton of wth Mnmum Installaton Cost us SO K.Satyanarayana, B.K.V. rasad, 3 G.Devanand, 4 N.Sva rasad,3, DCET, A, Inda
More informationLOW BIAS INTEGRATED PATH ESTIMATORS. James M. Calvin
Proceedngs of the 007 Wnter Smulaton Conference S G Henderson, B Bller, M-H Hseh, J Shortle, J D Tew, and R R Barton, eds LOW BIAS INTEGRATED PATH ESTIMATORS James M Calvn Department of Computer Scence
More informatione - c o m p a n i o n
OPERATIONS RESEARCH http://dxdoorg/0287/opre007ec e - c o m p a n o n ONLY AVAILABLE IN ELECTRONIC FORM 202 INFORMS Electronc Companon Generalzed Quantty Competton for Multple Products and Loss of Effcency
More informationComputing Correlated Equilibria in Multi-Player Games
Computng Correlated Equlbra n Mult-Player Games Chrstos H. Papadmtrou Presented by Zhanxang Huang December 7th, 2005 1 The Author Dr. Chrstos H. Papadmtrou CS professor at UC Berkley (taught at Harvard,
More informationInteractive Bi-Level Multi-Objective Integer. Non-linear Programming Problem
Appled Mathematcal Scences Vol 5 0 no 65 3 33 Interactve B-Level Mult-Objectve Integer Non-lnear Programmng Problem O E Emam Department of Informaton Systems aculty of Computer Scence and nformaton Helwan
More informationCOEFFICIENT DIAGRAM: A NOVEL TOOL IN POLYNOMIAL CONTROLLER DESIGN
Int. J. Chem. Sc.: (4), 04, 645654 ISSN 097768X www.sadgurupublcatons.com COEFFICIENT DIAGRAM: A NOVEL TOOL IN POLYNOMIAL CONTROLLER DESIGN R. GOVINDARASU a, R. PARTHIBAN a and P. K. BHABA b* a Department
More informationMMA and GCMMA two methods for nonlinear optimization
MMA and GCMMA two methods for nonlnear optmzaton Krster Svanberg Optmzaton and Systems Theory, KTH, Stockholm, Sweden. krlle@math.kth.se Ths note descrbes the algorthms used n the author s 2007 mplementatons
More informationPopulation Variance Harmony Search Algorithm to Solve Optimal Power Flow with Non-Smooth Cost Function
Populaton Varance Harmony Search Algorthm to Solve Optmal Power Flow wth Non-Smooth Cost Functon B.K. Pangrah 1, V. Ravkumar Pand, Swagatam Das2, and Ajth Abraham3 Abstract. Ths chapter presents a novel
More informationInternational Journal of Mathematical Archive-3(3), 2012, Page: Available online through ISSN
Internatonal Journal of Mathematcal Archve-3(3), 2012, Page: 1136-1140 Avalable onlne through www.ma.nfo ISSN 2229 5046 ARITHMETIC OPERATIONS OF FOCAL ELEMENTS AND THEIR CORRESPONDING BASIC PROBABILITY
More informationEnergy Storage Elements: Capacitors and Inductors
CHAPTER 6 Energy Storage Elements: Capactors and Inductors To ths pont n our study of electronc crcuts, tme has not been mportant. The analyss and desgns we hae performed so far hae been statc, and all
More informationVOLTAGE SENSITIVITY BASED TECHNIQUE FOR OPTIMAL PLACEMENT OF SWITCHED CAPACITORS
VOLTAGE SENSITIVITY BASED TECHNIQUE FOR OPTIMAL PLACEMENT OF SWITCHED CAPACITORS M. Rodríguez Montañés J. Rquelme Santos E. Romero Ramos Isotrol Unversty of Sevlla Unversty of Sevlla Sevlla, Span Sevlla,
More informationSimulated Power of the Discrete Cramér-von Mises Goodness-of-Fit Tests
Smulated of the Cramér-von Mses Goodness-of-Ft Tests Steele, M., Chaselng, J. and 3 Hurst, C. School of Mathematcal and Physcal Scences, James Cook Unversty, Australan School of Envronmental Studes, Grffth
More informationA SEPARABLE APPROXIMATION DYNAMIC PROGRAMMING ALGORITHM FOR ECONOMIC DISPATCH WITH TRANSMISSION LOSSES. Pierre HANSEN, Nenad MLADENOVI]
Yugoslav Journal of Operatons Research (00) umber 57-66 A SEPARABLE APPROXIMATIO DYAMIC PROGRAMMIG ALGORITHM FOR ECOOMIC DISPATCH WITH TRASMISSIO LOSSES Perre HASE enad MLADEOVI] GERAD and Ecole des Hautes
More informationOptimal Location of Multi Type Facts Devices for Multiple Contingencies Using Particle Swarm Optimization
World Academy of Scence, Engneerng and Technology Internatonal Journal of Electrcal and Computer Engneerng Optmal Locaton of Mult Type Facts Devces for Multple Contngences Usng artcle Swarm Optmzaton S.
More informationModule 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur
Module 3 LOSSY IMAGE COMPRESSION SYSTEMS Verson ECE IIT, Kharagpur Lesson 6 Theory of Quantzaton Verson ECE IIT, Kharagpur Instructonal Objectves At the end of ths lesson, the students should be able to:
More informationWinter 2008 CS567 Stochastic Linear/Integer Programming Guest Lecturer: Xu, Huan
Wnter 2008 CS567 Stochastc Lnear/Integer Programmng Guest Lecturer: Xu, Huan Class 2: More Modelng Examples 1 Capacty Expanson Capacty expanson models optmal choces of the tmng and levels of nvestments
More informationNodal analysis of finite square resistive grids and the teaching effectiveness of students projects
2 nd World Conference on Technology and Engneerng Educaton 2 WIETE Lublana Slovena 5-8 September 2 Nodal analyss of fnte square resstve grds and the teachng effectveness of students proects P. Zegarmstrz
More informationFundamental loop-current method using virtual voltage sources technique for special cases
Fundamental loop-current method usng vrtual voltage sources technque for specal cases George E. Chatzaraks, 1 Marna D. Tortorel 1 and Anastasos D. Tzolas 1 Electrcal and Electroncs Engneerng Departments,
More informationA Lower Bound on SINR Threshold for Call Admission Control in Multiple-Class CDMA Systems with Imperfect Power-Control
A ower Bound on SIR Threshold for Call Admsson Control n Multple-Class CDMA Systems w Imperfect ower-control Mohamed H. Ahmed Faculty of Engneerng and Appled Scence Memoral Unversty of ewfoundland St.
More informationTransient Stability Constrained Optimal Power Flow Using Improved Particle Swarm Optimization
Transent Stablty Constraned Optmal Power Flow Usng Improved Partcle Swarm Optmzaton Tung The Tran and Deu Ngoc Vo Abstract Ths paper proposes an mproved partcle swarm optmzaton method for transent stablty
More informationOPTIMAL PLACEMENT OF DG IN RADIAL DISTRIBUTION SYSTEM USING CLUSTER ANALYSIS
OTIMAL LACEMET OF DG I RADIAL DISTRIBUTIO SYSTEM USIG CLUSTER AALYSIS MUDDA RAJARAO Assstant rofessor Department of Electrcal & Electroncs Engneerng,Dad Insttute of Engneerng and Technology, Anakapalle;
More informationEcon107 Applied Econometrics Topic 3: Classical Model (Studenmund, Chapter 4)
I. Classcal Assumptons Econ7 Appled Econometrcs Topc 3: Classcal Model (Studenmund, Chapter 4) We have defned OLS and studed some algebrac propertes of OLS. In ths topc we wll study statstcal propertes
More informationA Robust and Efficient Power Series Method for Tracing PV Curves
A Robust and Effcent Power Seres Method for Tracng PV Curves Xaomng Chen, Davd Bromberg, Xn L, Lawrence Plegg, and Gabrela Hug Electrcal and Computer Engneerng Department, Carnege Mellon Unversty 5000
More informationIntegrated approach in solving parallel machine scheduling and location (ScheLoc) problem
Internatonal Journal of Industral Engneerng Computatons 7 (2016) 573 584 Contents lsts avalable at GrowngScence Internatonal Journal of Industral Engneerng Computatons homepage: www.growngscence.com/ec
More informationThe Exact Formulation of the Inverse of the Tridiagonal Matrix for Solving the 1D Poisson Equation with the Finite Difference Method
Journal of Electromagnetc Analyss and Applcatons, 04, 6, 0-08 Publshed Onlne September 04 n ScRes. http://www.scrp.org/journal/jemaa http://dx.do.org/0.46/jemaa.04.6000 The Exact Formulaton of the Inverse
More informationMarkov Chain Monte Carlo Lecture 6
where (x 1,..., x N ) X N, N s called the populaton sze, f(x) f (x) for at least one {1, 2,..., N}, and those dfferent from f(x) are called the tral dstrbutons n terms of mportance samplng. Dfferent ways
More informationCSci 6974 and ECSE 6966 Math. Tech. for Vision, Graphics and Robotics Lecture 21, April 17, 2006 Estimating A Plane Homography
CSc 6974 and ECSE 6966 Math. Tech. for Vson, Graphcs and Robotcs Lecture 21, Aprl 17, 2006 Estmatng A Plane Homography Overvew We contnue wth a dscusson of the major ssues, usng estmaton of plane projectve
More informationAmiri s Supply Chain Model. System Engineering b Department of Mathematics and Statistics c Odette School of Business
Amr s Supply Chan Model by S. Ashtab a,, R.J. Caron b E. Selvarajah c a Department of Industral Manufacturng System Engneerng b Department of Mathematcs Statstcs c Odette School of Busness Unversty of
More informationCommunication-efficient Distributed Solutions to a System of Linear Equations with Laplacian Sparse Structure
Communcaton-effcent Dstrbuted Solutons to a System of Lnear Equatons wth Laplacan Sparse Structure Peng Wang, Yuanq Gao, Nanpeng Yu, We Ren, Janmng Lan, and D Wu Abstract Two communcaton-effcent dstrbuted
More informationIntroduction. - The Second Lyapunov Method. - The First Lyapunov Method
Stablty Analyss A. Khak Sedgh Control Systems Group Faculty of Electrcal and Computer Engneerng K. N. Toos Unversty of Technology February 2009 1 Introducton Stablty s the most promnent characterstc of
More informationSupplemental document
Electronc Supplementary Materal (ESI) for Physcal Chemstry Chemcal Physcs. Ths journal s the Owner Socetes 01 Supplemental document Behnam Nkoobakht School of Chemstry, The Unversty of Sydney, Sydney,
More informationFuzzy approach to solve multi-objective capacitated transportation problem
Internatonal Journal of Bonformatcs Research, ISSN: 0975 087, Volume, Issue, 00, -0-4 Fuzzy aroach to solve mult-objectve caactated transortaton roblem Lohgaonkar M. H. and Bajaj V. H.* * Deartment of
More informationSections begin this week. Cancelled Sections: Th Labs begin this week. Attend your only second lab slot this week.
Announcements Sectons begn ths week Cancelled Sectons: Th 122. Labs begn ths week. Attend your only second lab slot ths week. Cancelled labs: ThF 25. Please check your Lab secton. Homework #1 onlne Due
More informationHeuristic Algorithm for Finding Sensitivity Analysis in Interval Solid Transportation Problems
Internatonal Journal of Innovatve Research n Advanced Engneerng (IJIRAE) ISSN: 349-63 Volume Issue 6 (July 04) http://rae.com Heurstc Algorm for Fndng Senstvty Analyss n Interval Sold Transportaton Problems
More informationALGORITHM FOR THE CALCULATION OF THE TWO VARIABLES CUBIC SPLINE FUNCTION
ANALELE ŞTIINŢIFICE ALE UNIVERSITĂŢII AL.I. CUZA DIN IAŞI (S.N.) MATEMATICĂ, Tomul LIX, 013, f.1 DOI: 10.478/v10157-01-00-y ALGORITHM FOR THE CALCULATION OF THE TWO VARIABLES CUBIC SPLINE FUNCTION BY ION
More informationDetermining Transmission Losses Penalty Factor Using Adaptive Neuro Fuzzy Inference System (ANFIS) For Economic Dispatch Application
7 Determnng Transmsson Losses Penalty Factor Usng Adaptve Neuro Fuzzy Inference System (ANFIS) For Economc Dspatch Applcaton Rony Seto Wbowo Maurdh Hery Purnomo Dod Prastanto Electrcal Engneerng Department,
More informationOptimum Load Shedding in Power System Strategies with Voltage Stability Indicators
Engneerng, 2010, 2, 12-21 do:10.4236/eng.2010.21002 Publshed Onlne January 2010 (http://www.scrp.org/ournal/eng/). Optmum Load Sheddng n Power System Strateges wth oltage Stablty ndcators Abstract P. AJAY-D-MAL
More informationScroll Generation with Inductorless Chua s Circuit and Wien Bridge Oscillator
Latest Trends on Crcuts, Systems and Sgnals Scroll Generaton wth Inductorless Chua s Crcut and Wen Brdge Oscllator Watcharn Jantanate, Peter A. Chayasena, and Sarawut Sutorn * Abstract An nductorless Chua
More informationAn identification algorithm of model kinetic parameters of the interfacial layer growth in fiber composites
IOP Conference Seres: Materals Scence and Engneerng PAPER OPE ACCESS An dentfcaton algorthm of model knetc parameters of the nterfacal layer growth n fber compostes o cte ths artcle: V Zubov et al 216
More informationManaging Capacity Through Reward Programs. on-line companion page. Byung-Do Kim Seoul National University College of Business Administration
Managng Caacty Through eward Programs on-lne comanon age Byung-Do Km Seoul Natonal Unversty College of Busness Admnstraton Mengze Sh Unversty of Toronto otman School of Management Toronto ON M5S E6 Canada
More information(1) L. are all the parameter variables in the polynomials above. Wu Elimination intends to reduce the number of
Wu Elmnaton Method Appled n Statc Analyss of the Power System QING ZHANG, and CHEN CHEN Department of Electrcal Engneerng Shangha Jao Tong Unversty 800 Dong Chuan oad, Shangha 0040 CHINA chchen@sjtu.edu.cn
More informationModule 9. Lecture 6. Duality in Assignment Problems
Module 9 1 Lecture 6 Dualty n Assgnment Problems In ths lecture we attempt to answer few other mportant questons posed n earler lecture for (AP) and see how some of them can be explaned through the concept
More informationYong Joon Ryang. 1. Introduction Consider the multicommodity transportation problem with convex quadratic cost function. 1 2 (x x0 ) T Q(x x 0 )
Kangweon-Kyungk Math. Jour. 4 1996), No. 1, pp. 7 16 AN ITERATIVE ROW-ACTION METHOD FOR MULTICOMMODITY TRANSPORTATION PROBLEMS Yong Joon Ryang Abstract. The optmzaton problems wth quadratc constrants often
More informationLyapunov Energy Function for an SMES
roceedngs of the 6th WSEAS/ASME nt. Conf. on Electrc ower Systems, Hgh Voltages, Electrc Machnes, enerfe, Span, December 16-18, 2006 275 Lyapunov Energy Functon for an SMES VALENN AZBE, RAFAEL MHALC Faculty
More informationResource Allocation with a Budget Constraint for Computing Independent Tasks in the Cloud
Resource Allocaton wth a Budget Constrant for Computng Independent Tasks n the Cloud Wemng Sh and Bo Hong School of Electrcal and Computer Engneerng Georga Insttute of Technology, USA 2nd IEEE Internatonal
More informationSimultaneous Optimization of Berth Allocation, Quay Crane Assignment and Quay Crane Scheduling Problems in Container Terminals
Smultaneous Optmzaton of Berth Allocaton, Quay Crane Assgnment and Quay Crane Schedulng Problems n Contaner Termnals Necat Aras, Yavuz Türkoğulları, Z. Caner Taşkın, Kuban Altınel Abstract In ths work,
More information