Bicriterion optimisation for traction substations in mass rapid transit systems using genetic algorithm

被引:10
作者
Chang, CS [1 ]
Wang, W [1 ]
Liew, AC [1 ]
Wen, FS [1 ]
机构
[1] Natl Univ Singapore, Dept Elect Engn, Singapore 119260, Singapore
来源
IEE PROCEEDINGS-ELECTRIC POWER APPLICATIONS | 1998年 / 145卷 / 01期
关键词
load sharing; optimisation problems; power recovery; regenerative braking; mass rapid transit system;
D O I
10.1049/ip-epa:19981485
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In modern mass rapid transit systems trains are often equipped with regenerative braking. Effective control of firing angles at traction substations (TSS) will bring about high recovery of regenerated power, even load sharing among TSS and thus economic returns. These two objectives of high power recovery and even load sharing are conflicting, and do not reach their-optima simultaneously. A tradeoff approach is proposed for-optimising these two objectives and for compromising with other objectives using a genetic algorithm. Consistent power saving has been obtained from optimisation results and load sharing can be greatly improved through coordinated optimisation of TSS firing angles. The optimisation presented is carried out at a particular 'snap shot'. The proposed approach is being extended to a time period for dealing with overall energy recovery.
引用
收藏
页码:49 / 56
页数:8
相关论文
共 14 条
[1]  
[Anonymous], 1991, Handbook of genetic algorithms
[2]   Economy regularity fuzzy-logic control of DC railway systems using event-driven approach [J].
Chang, CS ;
Phoa, YH ;
Wang, W ;
Thia, BS .
IEE PROCEEDINGS-ELECTRIC POWER APPLICATIONS, 1996, 143 (01) :9-17
[3]   AL APPLICATIONS AND SOLUTION TECHNIQUES FOR AC-RAILWAY-SYSTEM CONTROL AND SIMULATION [J].
CHANG, CS ;
CHAN, TT ;
HO, SL ;
LEE, KK .
IEE PROCEEDINGS-B ELECTRIC POWER APPLICATIONS, 1993, 140 (03) :166-176
[4]   Online rescheduling of mass rapid transit systems: Fuzzy expert system approach [J].
Chang, CS ;
Thia, BS .
IEE PROCEEDINGS-ELECTRIC POWER APPLICATIONS, 1996, 143 (04) :307-316
[5]  
FIRPO P, 1994, P 4 INT C COMP AID D, V2, P387
[6]  
Goldberg D., 1989, GENETIC ALGORITHMS S
[7]   SIMULATION STUDY OF DC TRANSIT SYSTEMS WITH INVERTING SUBSTATIONS [J].
MELLITT, B ;
MOUNEIMNE, ZS ;
GOODMAN, CJ .
IEE PROCEEDINGS-B ELECTRIC POWER APPLICATIONS, 1984, 131 (02) :38-50
[8]   SIMULATOR FOR STUDYING OPERATIONAL AND POWER-SUPPLY CONDITIONS IN RAPID-TRANSIT RAILWAYS [J].
MELLITT, B ;
GOODMAN, CJ ;
ARTHURTON, RIM .
PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1978, 125 (04) :298-303
[9]  
Mellitt B, 1987, RAILW ENG C, P48, DOI [10.3316/INFORMIT.464892040105255, DOI 10.3316/INFORMIT.464892040105255]
[10]  
MELLITT B, 1978, IEE P B, V125, P304