Fast evolutionary programming techniques for short-term hydrothermal scheduling

被引：150
|
作者：
Sinha, N [1 ]
Chakrabarti, R [1 ]
Chattopadhyay, PK [1 ]
机构：
[1] Jadavpur Univ, Dept Elect Engn, Kolkata 700032, W Bengal, India
来源：
IEEE TRANSACTIONS ON POWER SYSTEMS | 2003年 / 18卷 / 01期
关键词：
Cauchy mutation; classical evolutionary programming; fast evolutionary programming; Gaussian mutation; hydrothermal scheduling;
D O I：
10.1109/TPWRS.2002.807053
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：
Fast evolutionary programming techniques are applied for the solution of a short-term hydrothermal scheduling problem. Evolutionary programming (EP)-based algorithms with Gaussian and other mutation techniques have been developed and tested on a multireservoir cascaded hydroelectric system having prohibited operating zones and a thermal unit with valve point loading. Numerical results show that all of the EP algorithms are capable of finding very nearly global solutions within a reasonable time but an EP algorithm with better of Gaussian and Cauchy mutations appears to be the best amongst all EPs in terms of convergence speed, solution time, and minimum cost.
引用
收藏
页码：214 / 220
页数：7
相关论文
共 50 条
  • [41] Scheduling of short-term hydrothermal energy system by parallel multi-objective differential evolution
    Feng, Zhong-kai
    Niu, Wen-jing
    Zhou, Jian-zhong
    Cheng, Chun-tian
    Zhang, Yong-chuan
    APPLIED SOFT COMPUTING, 2017, 61 : 58 - 71
  • [42] Solution for short-term generation scheduling of cascaded hydrothermal system with turbulent water flow optimization
    Thirumal, K.
    Sakthivel, V. P.
    Sathya, P. D.
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 213
  • [43] Hybrid Chemical Reaction Optimization Approach for Combined Economic Emission Short-term Hydrothermal Scheduling
    Roy, Provas Kumar
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2014, 42 (15) : 1647 - 1660
  • [44] A modified hybrid differential evolution for short-term scheduling of hydrothermal power systems with cascaded reservoirs
    Lakshminarasimman, L.
    Subramanian, S.
    ENERGY CONVERSION AND MANAGEMENT, 2008, 49 (10) : 2513 - 2521
  • [45] Chemical Reaction Based Optimization implemented to Solve Short-Term Hydrothermal Generation Scheduling Problems
    Roy, Subhajit
    Rani, Sneha
    Bhattacharjee, Kuntal
    Bhattacharya, Aniruddha
    2016 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL ENERGY SYSTEMS (ICEES), 2016, : 79 - 84
  • [46] Cuckoo Search Algorithm for Short Term Hydrothermal Scheduling
    Dubey, Hari Mohan
    Pandit, Manjaree
    Panigrahi, B. K.
    POWER ELECTRONICS AND RENEWABLE ENERGY SYSTEMS, 2015, 326 : 573 - 589
  • [47] Introducing Adaptive Machine Learning Technique for Solving Short-Term Hydrothermal Scheduling with Prohibited Discharge Zones
    Akram, Saqib
    Fakhar, Muhammad Salman
    Kashif, Syed Abdul Rahman
    Abbas, Ghulam
    Ullah, Nasim
    Mohammad, Alsharef
    Farrag, Mohamed Emad
    SUSTAINABILITY, 2022, 14 (18)
  • [48] Short-Term Hydrothermal Scheduling Using Particle Swarm Optimization with Constriction Factor and Inertia Weight Approach
    Dasgupta, Koustav
    Banerjee, Sumit
    2014 FIRST INTERNATIONAL CONFERENCE ON AUTOMATION, CONTROL, ENERGY & SYSTEMS (ACES-14), 2014, : 70 - 75
  • [49] Oppositional real coded chemical reaction based optimization to solve short-term hydrothermal scheduling problems
    Bhattacharjee, Kuntal
    Bhattacharya, Aniruddha
    Dey, Sunita Halder Nee
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 63 : 145 - 157
  • [50] An Effective Methodology for Short-Term Generation Scheduling of Hydrothermal Power System Using Improved TLBO Algorithm
    Pasupulati, Baburao
    Kumar, R. Ashok
    Asokan, K.
    2017 INTERNATIONAL CONFERENCE ON INNOVATIONS IN ELECTRICAL, ELECTRONICS, INSTRUMENTATION AND MEDIA TECHNOLOGY (ICIEEIMT), 2017, : 229 - 238
12345