Short-Term Hydrothermal Scheduling Using Time Varying Acceleration Coefficient Based Particle Swarm Optimization with Constriction Factor and Inertia Weight Approach

被引：0
|
作者：
Dasgupta, Koustav [1 ]
Banerjee, Sumit [2 ]
Chanda, Chandan Kumar [3 ]
机构：
[1] Dumkal Inst Engn & Technol, Dept Elect Engn, Basantapur, Murshidabad, India
[2] Dr BC Roy Engn Coll, Dept Elect Engn, Durgapur, India
[3] Indian Inst Engn Sci & Technol, Dept Elect Engn, Sibpur, Howrah, India
来源：
2015 INTERNATIONAL CONFERENCE ON ENERGY, POWER AND ENVIRONMENT: TOWARDS SUSTAINABLE GROWTH (ICEPE) | 2015年
关键词：
Cascaded reservoirs; Hydrothermal scheduling; Time varying acceleration coefficient based particle swarm optimization with constriction factor and inertia weight approach; valve point effect; ALGORITHM;
D O I：
暂无
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
The paper presents Time Varying Acceleration Coefficient Based Particle Swarm Optimization with Constriction Factor and Inertia Weight Approach which is applied to determine the optimal hourly schedule of power generation in a hydrothermal power system. The objective of the hydrothermal scheduling problem is to find out the discharge of hydro plants and power generation of thermal plants to minimize the total fuel cost at a schedule horizon while satisfying various constraints. In the present work, the effects of valve point loading in the fuel cost function of the thermal plants are also considered. The developed algorithm is illustrated for a test system consisting of four hydro plants and three thermal plants. It is found that proposed Time varying acceleration coefficient based particle swarm optimization with constriction factor and inertia weight factor approach (TVAC-PSOCFIWA) appears to be the powerful to minimize fuel cost.
引用
收藏
页数：6
相关论文
共 50 条
  • [31] A Variable Weight Combined Model Based on Time Similarity and Particle Swarm Optimization for Short-term Power Load Forecasting
    Xian, Huafeng
    Che, Jinxing
    IAENG International Journal of Computer Science, 2021, 48 (04)
  • [32] Short-term cascaded hydroelectric system scheduling based on chaotic particle swarm optimization using improved logistic map
    He, Yaoyao
    Yang, Shanlin
    Xu, Qifa
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2013, 18 (07) : 1746 - 1756
  • [33] Economic Load Dispatch Considering Valve-point Effects Using Time Varying Constriction Factor Based Particle Swarm Optimization
    Alam, M. N.
    Kumar, Kanhaiya
    Mathur, Akhilesh
    2015 IEEE UP SECTION CONFERENCE ON ELECTRICAL COMPUTER AND ELECTRONICS (UPCON), 2015,
  • [34] Short-term hydrothermal scheduling using grey wolf optimization algorithm
    Swain, Rajkishore
    Mishra, Umesh Chandra
    ELECTRIC POWER SYSTEMS RESEARCH, 2023, 225
  • [35] Adaptive inertia weight based Particle Swarm Optimization for resource scheduling in medical cloud system
    The Third Xiangya Hospital, Central South University, Changsha, China
    不详
    不详
    不详
    不详
    J. Inf. Comput. Sci., 2 (589-599):
  • [36] Design of Concentric Circular Antenna Array with Central Element Feeding Using Particle Swarm Optimization with Constriction Factor and Inertia Weight Approach and Evolutionary Programing Technique
    Durbadal Mandal
    Sakti Prasad Ghoshal
    Anup Kumar Bhattacharjee
    Journal of Infrared, Millimeter, and Terahertz Waves, 2010, 31 : 667 - 680
  • [37] Design of Concentric Circular Antenna Array with Central Element Feeding Using Particle Swarm Optimization with Constriction Factor and Inertia Weight Approach and Evolutionary Programing Technique
    Mandal, Durbadal
    Ghoshal, Sakti Prasad
    Bhattacharjee, Anup Kumar
    JOURNAL OF INFRARED MILLIMETER AND TERAHERTZ WAVES, 2010, 31 (06) : 667 - 680
  • [38] IIR System Identification Using Particle Swarm Optimization with Improved Inertia Weight Approach
    Saha, S. K.
    Mandal, D.
    Kar, R.
    Saha, Mallika
    Ghoshal, S. P.
    2012 THIRD INTERNATIONAL CONFERENCE ON EMERGING APPLICATIONS OF INFORMATION TECHNOLOGY (EAIT), 2012, : 43 - 46
  • [39] A novel approach for short-term hydrothermal scheduling using hybrid technique
    Nallasivan, C.
    Suman, D. S.
    Henry, Joseph
    Ravichandran, S.
    2006 IEEE POWER INDIA CONFERENCE, VOLS 1 AND 2, 2006, : 63 - +
  • [40] Short term load forecasting using particle swarm optimization based ANN approach
    Azzam-ul-Asar
    Hassnain, Syed Riaz ul
    Khan, Affan
    2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6, 2007, : 1476 - +
12345