Economic load dispatch of power systems based on chaotic simulated annealing neural network model

Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering

Volumn 25, Issue 3, 2005, Pages 65-70

  Mao, Ya Lin ^a   Zhang, Guo Zhong ^a   Zhu, Bin ^a   Zhou, Ming ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

Chaotic simulated annealing neural network model; Decaying chaotic noise; Economic load dispatch; Electric power engineering; Hopfield neural network; Power system

Indexed keywords

CHAOS THEORY; COMPUTER SIMULATION; CONSTRAINT THEORY; ELECTRIC POWER SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; OPTIMIZATION; SIMULATED ANNEALING;

CHAOTIC SIMULATED ANNEALING NEURAL NETWORK MODEL; DECAYING CHAOTIC NOISE; ECONOMIC LOAD DISPATCH; ELECTRIC POWER ENGINEERING; HOPFIELD NEURAL NETWORK; POWER SYSTEM;

ELECTRIC LOAD MANAGEMENT;

EID: 15744372509     PISSN: 02588013     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (23)

1. Farag A, Al-Baiyat S, Cheng T C. Economic load dispatch multi-objective optimization procedures using linear programming techniques[J]. IEEE Trans on PS, 1995, 10(2): 731-738.
2. Nanda J, Hari Lakshman, Kothari M L. Economic emission load dispatch with line flow constrains using a classical technique[J]. IEE Proc-Gener, Transm, Distrib, 1994, 141(1): 1-10.
3. Ross D W, Kim S. Dynamic economic dispatch of generation[J]. IEEE Trans on PAS, 1980(99): 2060-2068.
4. Wang S J, Shahidehpour S M, Kirschen D S. Short-term generation scheduling with transmission and environmental constraints using an augmented Lagrangian relaxation [J]. IEEE Trans on PS, 1995, 10(3): 1294-1301.
5. David C Walters, Gerald B Sheble. Genetic algorithm solution of economic dispatch with valve point loading[J]. IEEE Trans on PS, 1993, 8(3): 1325-1332.
6. J H Park, Y S Kim, I K Eom, K Y Lee. Economic load dispatch for piecewise quadratic cost function using Hopfield neural network[J]. IEEE Trans on PS, 1993, 8(3): 1030-1036.
7. Ching-Tzong Su, Gwo-Jen Chiou. A hopfield network approach to economic dispatch with prohibited operating zones[C]. Energy Management and Power Delivery, 1995. Proceedings of EMPD '95, 1995. International Conference, IEEE, Singapore, 1995, (1): 382-387.
8. I N da Silva, L Nepomuceno. An efficient approach to economic load dispatch in power systems [C]. Power Engineering Society Summer Meeting, IEEE, Vancouver. BC, Canada, 2001, 2: 269-1274.
9. Kwang Y Lee, Arthit Sode-Yome, June Ho Park. Adaptive hopfield neural network for economic load dispatch[J]. IEEE Trans on PS, 1998, 13(2): 519-526.
10. Annakkage U D, Numnonda T, Pahalawaththa N C. Unit commitment by parallel simulated annealing[J]. FEE Proc-Gener, Transm, Distrib, 1995, 142(6): 595-600.
11. Hou Yunhe, Xiong Xingeng, Wu Yaowu et al. Economic dispatch of power systems based on generalized ant colony optimization method[J]. Proceedings of the CSEE, 2003, 23(3): 59-64.
12. Yuan Zhiqiang, Hou Zhijian, Jiang Chuanwen. Economic dispatch and optimal power flow based on chaotic optimization[C]. Power System Technology, Proceedings PowerCon, 2002. International Conference, IEEE, Kunming, China, 2002, 4: 2313-2317.
13. Tang Wei, Li Dianpu. Chaotic optimization for economic dispatch of power systems [J]. Proceedings of the CSEE, 2000, 20(10): 36-40.
14. L shengsong, W min, H zhijian. Hybrid algorithm of chaos optimization and SLP for optimal power flow problems with multimodal characteristic [J]. PEE Proc-Gener, Transm, Distrib, 2003, 150(5): 543-547.
15. Luonan Chen, Kazuyuki Aihara. Chaotic simulated annealing by a neural network model with transient chaos [J]. Neural Network, 1995, 8(6): 915-930.
16. Yuyao He. Chaotic simulated annealing with decaying chaotic noise [J]. IEEE Trans on NN, 2002, 13(6): 1526-1531.
17. Yuyao He, Lipo Wang. Chaotic neural networks and their applications[J]. Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress. IEEE, Hefei, China, 2000, 2: 826-830.
18. Wang L, Smith K. On chaotic simulated annealing [J]. IEEE Trans on NN, 1998, 9(4): 716-718.
19. K Aihara, T Takabe, M Toyoda. Chaotic neural networks[J]. Phys. Lett. A, 1990, 144(6): 333-340.
20. Inoue M, Nagayoshi A. A chaos neuro-computer[J]. Phys. Lett. A, 1991, 158: 373-376.
21. Hayakawa Y, Marumoto A, Sawada Y. Effects of the chaotic noise on the performance of a neural network model for optimization problems[J]. Phys. Rev. E, 1995, 51: 2693-2696.
22. Wang Jianqi, Zhang Boming, Zhao Zichen. Optimal generation unit commitment by dynamic comparing[J]. Proceedings of the CSEE, 1996, 16(4): 254-256.
23. Chen Haoyong, Zhang Kaoshe, Wang Xifan. Evolutionary optimization method of power system unit commitment problem[J]. Proceedings of the CSEE, 1999, 19(12): 9-13.