Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Hydroelectric Engineering》 2013-01
Add to Favorite Get Latest Update

Double-tier interaction shuffled differential evolution algorithm and its application to optimal operation of cascade reservoirs

ZHENG Huitao1,MEI Yadong1,HU Ting1,HUANG Chunlei2,TANG Haihua2(1.State Key Laboratory of Water Resource and Hydropower Engineering Science,Wuhan University, Wuhan 430072;2 State Grid Electric Power Research Institute,Nanjing 210003)  
This paper develops an algorithm of double-tier interaction shuffled differential evolution(DISDE) for optimal operation of cascade reservoirs to avoid performance degradation and local trapping of a regular differential evolution algorithm.This new algorithm integrates the regular global search ability and the local search ability of shuffled frog leaping algorithm,and guarantees a diversity of particles on its upper layer quipped with the niche technology and a local searching ability on its lower layer quipped with independent population evolutionary and regular correspondence.In the overall functions,the lower layer provides high-quality solution of different structures to the layer upon it,and searching information updating is completed by information interaction between the double-tier structure.Comparison with the regular differential evolution algorithm and dynamic programming of successive approximation,shows the efficiency and superiority of the new algorithm in optimization of cascade reservoirs operation.
【Fund】: 国家自然科学基金重点课题(50839005)
【CateGory Index】: TV697.11
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 5 Hits
1 LI Chonghao~1,JI Changming~2,MIAO Yiping~1(1.State Key Laboratory of Water Resources and Hydropower Engineering Science,Wuhan University,Wuhan 430072;2.Department of Power Engineering,University of North China Electric Power,Beijing 102206);Optimization of short-term operation of cascade hydropower stations based on particle swarm algorithm[J];Journal of Hydroelectric Engineering;2006-02
2 MEI Yadong,XIONG Ying,CHEN Lihua(State Key Laboratory of Water Resources and Hydropower Engineering Sciences,Wuhan University,Wuhan 430072);A dynamic programming method for the multi-purpose operation of cascade reservoirs[J];Journal of Hydroelectric Engineering;2007-02
3 Hu Tiesong(Sichan Union University,Chengdu 610065)Wan Yonghna and Feng Shangyou(Wuhan University of Hydraulic and Electric Engineering,Wuhan 430072);Resarch on the Artificial Neural Network Methodology for Multi-Reservoir Operating Rules[J];ADVANCES IN WATER SCIENCE;1995-01
4 Ma Guangwen and Wang Li (Sichuan Union University, Chengdu 610065);Application of a Genetic Algorithm to Optimal Operation of Hydropower Station[J];ADVANCES IN WATER SCIENCE;1997-03
5 CHEN Li-hua,MEI Ya-dong,DONG Ya-jie,YANG Na(Wuhan University,Wuhan 430072,China);Improved genetic algorithm and its application in optimal dispatch of cascade reservoirs[J];Journal of Hydraulic Engineering;2008-05
Chinese Journal Full-text Database 10 Hits
1 WU Zhong-qun1,ZHU Tai-hui2,SUN Hong-xia3(1.School of Business and Administration,North China Electric Power University,Beijing 102206,China;2.School of Finance,Renmin University,Beijing 100872,China;3.Humanities School,Graduate University of Chinese Academy of Sciences,Beijing 100049,China);The Dynamic Programming Model of Cascaded Hydropower Investment[J];Acta Armamentarii;2009-S1
2 TU Qiyu,MEI Yadong(Wuhan University,Wuhan 430072,China);Review on the Application of Genetic Algorithm to Reservoir(s) Optimal Operation[J];Hydropower Automation and Dam Monitoring;2008-01
3 TU Qiyu,MEI Yadong(Wuhan University,Wuhan 430072,China);Comparison of Genetic Simulated Annealing Algorithm and Niche Genetic Algorithm for Reservoir Optimal Operation[J];Hydropower Automation and Dam Monitoring;2008-04
4 CHEN Lihua1,MEI Yadong2 (1.Guangxi University,Nanning 530004,China;2.Wuhan University,Wuhan 430072,China);Plant Growth Simulation Algorithm and Its Application in Optimal Operation of Cascade Reservoirs[J];Hydropower Automation and Dam Monitoring;2010-02
5 XU Yinshan,MEI Yadong,YANG Na,YONG Ting(Wuhan University,Wuhan 430072,China);Optimal Operation Method of Large-scale Multi-reservoir Group[J];Hydropower Automation and Dam Monitoring;2010-04
6 MING Liang1,RUI Jun1,XU Song2 (1.State Grid Electric Power Research Institute,Nanjing 210003,China; 2.Hohai University,Nanjing 210098,China);Optimal Dispatch of Hydropower Stations Based on Bees Algorithm[J];Hydropower Automation and Dam Monitoring;2012-03
7 WANG Bai -lu,CHENC Chun -tian,LIU Ju n,LI Xiang -yang;Application of genetic algorithm and increment dynamic planning algorithm in optimization operation of reservoir[J];Water Resourse & Hydropower of Northeast China;2002-09
8 SHI Zhan-wu1,LUO Yun-xia 2,QIU Jia-ju1(1.College of Electrical Engineering,Zhejiang University,Hangzhou 310027,China;2.Zhejiang College of Water Conservancy and Hydropower,Hangzhou 310018,China);Optimal dispatch of cascaded hydropower stations using Matlab genetic algorithm toolbox[J];Electric Power Automation Equipment;2005-11
9 ZOU Jian-guo1,RUI Jun2,3,WU Zheng-yi2 (1. Wujiang Hydropower Development Corporation,Guiyang 550002,China; 2. Nanjing Automation Research Institute,Nanjing 210003,China; 3. Hohai University,Nanjing 210098,China);Research and solution of optimal dispatch control of cascaded hydropower stations[J];Electric Power Automation Equipment;2007-10
10 WU Jie-kang,LU Wen-ling (School of Electrical Engineering,Guangxi University,Nanning 530004,Guangxi Zhuang Automous Region,China);An Efficiency Analysis Based Short-Term Optimal Scheduling for Hydrothermal Power System[J];Power System Technology;2009-18
Chinese Journal Full-text Database 10 Hits
1 BI Yan hua 1, DU Xin hui 1, WANG Jin juan 2, ZHANG Ling 1 (1 Taiyuan University of Technology,Taiyuan 030024,China;2 Taiyuan Power Supply Bureau,Taiyuan 030001,China);The Study of Establishment of Power Market and Spot Price[J];Journal of Electric Power;2003-03
2 Li Caihua 1, Guo Zhizhong 1, Wang Zhiwei 2 (1.Harbin Institute of Technology, Harbin 150001, China; 2.Beijing Xuji Electric Co Ltd, Beijing 100085, China);SHORT-TERM MARGINAL PRICE FORECASTING WITH HYBRID MODEL[J];Automation of Electric Power Systems;2002-21
3 Huang Yonghao 1, Shang Jincheng 2, Kang Chongqing 1, Xia Qing 1, Meng Yuanjing 2, He Nanqiang 2 (1. Tsinghua University, Beijing 100084, China) (2. Henan Electric Power Company, Zhengzhou 450052, China);AN OPERATION MECHANISM AND MODEL OF LONG AND MIDDLE TERM CONTRACT MARKET[J];Automation of Electric Power Systems;2003-04
4 LI Canbing,HU Yajie,ZHAO Hongjun,LI Xiaohui(Zhengzhou University,Zhengzhou 450001,China);General Model and Algorithm for Contract Energy Decomposition[J];Automation of Electric Power Systems;2007-11
5 ZENG Yong-hong,WANG Xi-fan(College of Electrical Engineering,Xi'an Jiaotong University,Xi'an 710049,China);Survey on bidding strategies of hydro units in electricity market[J];Electric Power Automation Equipment;2006-10
6 Chen Jianmin,Tian Hongyan(Research and Teaching Department of Marxism-Leninism,Hebei University,Baoding,Hebei 071002);The Impact of Energy Utilization on the Low-carbon Economy in China[J];Reformation & Strategy;2012-04
7 WANG Feng1,XU Jing2(1.State Grid Electric Power Research Institute,Nanjing 210003,China; 2.School of Earth Sciences and Engineering,Nanjing University,Nanjing 210093,China);Comparison of Implicit Stochastic and Explicit Stochastic Optimization Methods in Reservoir Regulation[J];Hydropower Automation and Dam Monitoring;2012-06
8 ZHONG Jian-wei~1,YANG Jun-jie~2(1.School of Information Engineering,Hubei Institute for Nationalities,Enshi 445000,China;2.College of Hydroelectrice and Information Engineering,Huazhong University of Science and Technology,Wuhan 430074,China);Improved Particle Swarm Optimization and Its application in Reservoir Optimal Operation[J];Journal of Hubei Institute for Nationalities(Natural Science Edition);2006-03
9 SONG Zheng-qiang1,HOU Zhi-jian1,WANG Cheng-min1,YANG Hui-ling2(1.School of Electronics and Electric Engineering,Shanghai Jiaotong University,Shanghai 200030,China;2.Shandong Zouxian Power Plant,Jining 250010,China);Quantitive analysis of forward contract’s effect on power price[J];Relay;2007-04
10 ZHOU Ting,WANG Li-ping,SU Xue-ling(Research Institute of Water Resources and Hydro-Electric Engineering North China Electric Power University,Beijing 102206,China);Division and decomposition of annual future hydroelectric quantity in power market[J];Power System Protection and Control;2008-22
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LI Ming, ZHANG De-fu, ZUO Hai-yang;Application of artificial nerve network in reservoir optimum operation[J];Water Resourse & Hydropower of Northeast China;2001-11
2 TANG Jian-dong,XIONG Xin-yin,WU Yao-wu,JIANG Xiu-jie(School of Electric Power,Huazhong University of Science and Technology,Wuhan 430074,China);Power system reactive power optimization based on modified particle swarm optimization algorithm[J];Electric Power Automation Equipment;2004-07
3 WANG Xin-xing, ZHANG Ming (Department of Electrical Engineering, Shanghai Jiaotong University, Shanghai 200030, China);SHORT-TERM SCHEDULING OPTIMIZATION OF HYDRO-THERMAL POWER SYSTEMS BASED ON REFINED PARTICLE SWARM ALGORITHM[J];Power System Technology;2004-12
4 ZHOU Li~1,HUANG Su-zhen~2 (1.School of Mathematics & Information Science, Wenzhou Normal College, Wenzhou Zhejiang 325035, China;2.Dept. of Computer Science, Wenzhou Normal College, Wenzhou Zhejiang 325027, China);Study of Hybrid Genetic Algorithm Based on Simulated Annealing[J];Application Research of Computers;2005-09
5 Zhang Yongchuan Liu Xinqing Wang Maili Cao Zheng and Li Zhongnan;THE PROGRAM FUNCTION OF MULTIRESERVOIR OPTIMUM DISPATCHING[J];Water Resources and Power;1988-01
6 Chang Jianxia\ Huang Qiang\ Wang Yimin (Xi′an University Technology Xi′an\ 710048);Optimal Operation of Hydropower Station Reservoir by Using an Improved Genetic Algorithm[J];Journal of Hydroelectric Engineering;2001-03
7 MEI Yadong,XIONG Ying,CHEN Lihua(State Key Laboratory of Water Resources and Hydropower Engineering Sciences,Wuhan University,Wuhan 430072);A dynamic programming method for the multi-purpose operation of cascade reservoirs[J];Journal of Hydroelectric Engineering;2007-02
8 T. B. Jiang; N. S. Liang; et al (Huazhong University of Science and Technology Wuhan 430074);Automatic Generation Schedules Control by Using Genetic Algorithm[J];JOURNAL OF HYDROELECTRIC ENGINEERING;1995-04
9 Ma Guangwen;Wang Li; G.A.Walters(Sichuan Union University)(University of Exeter U.K.);A FP Genetic Algorithm for Reservoir Operation Optimization[J];JOURNAL OF HYDROELECTRIC ENGINEERING;1996-04
10 MEI Ya-dong (Wuhan University of Hydraulic and Electric Engineering,Wuhan 43 0072, China);Dynamic Programming Model without Markovin Property of Cascade Reservoirs Operation and Its Application[J];ADVANCES IN WATER SCIENCE;2000-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved