Combined heat and power dynamic economic dispatch with demand side management incorporating renewable energy sources and pumped hydro energy storage

被引:22
|
作者
Basu, Mousumi [1 ]
机构
[1] Jadavpur Univ, Dept Power Engn, Kolkata 700098, India
关键词
power generation economics; pumped-storage power stations; power generation dispatch; renewable energy sources; demand side management; power system security; evolutionary computation; cogeneration; power dynamic economic dispatch; Tent equation; pumped-storage-hydraulic unit; valve point effect; proscribed workable area; solar wind power uncertainty; CHPDED problem; recommended CFCEP technique; chaotic sequences; dynamic scaling factor; FCEP; pumped hydro energy storage; chaotic fast convergence evolutionary programming; DSM programmes; combined heat and power dynamic economic dispatch problem; PARTICLE SWARM OPTIMIZATION; ALGORITHM; WIND; STRATEGY; SYSTEM;
D O I
10.1049/iet-gtd.2019.0216
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
This study suggests chaotic fast convergence evolutionary programming (CFCEP) rooted in Tent equation for solving intricate actual world combined heat and power dynamic economic dispatch (CHPDED) problem with demand side management (DSM) incorporating renewable energy sources and pumped-storage-hydraulic unit. The valve point effect and proscribed workable area of thermal generators and solar and wind power uncertainty have been pondered. DSM programmes decrease cost and boost up power system security. To investigate the upshot of DSM, the CHPDED problem is solved with and without DSM. In the recommended CFCEP technique, chaotic sequences have been pertained for acquiring the dynamic scaling factor setting in fast convergence evolutionary programming (FCEP). Introduction of chaotic sequences helps FCEP to avoid premature convergence. The efficiency of the recommended technique is revealed in a test system. Simulation outcomes of the recommended technique have been evaluated with those attained by FCEP and differential evolution. It has been examined from the assessment that the recommended CFCEP has the capability to bestow with a better-quality solution.
引用
收藏
页码:3771 / 3781
页数:11
相关论文
共 50 条
  • [31] Optimizing design and dispatch of a renewable energy system with combined heat and power
    Hirwa, Jusse
    Ogunmodede, Oluwaseun
    Zolan, Alexander
    Newman, Alexandra M.
    OPTIMIZATION AND ENGINEERING, 2022, 23 (03) : 1 - 31
  • [32] Optimizing design and dispatch of a renewable energy system with combined heat and power
    Jusse Hirwa
    Oluwaseun Ogunmodede
    Alexander Zolan
    Alexandra M. Newman
    Optimization and Engineering, 2022, 23 : 1 - 31
  • [33] Dynamic Combined Economic Emission Dispatch integrating Plug-in Electric Vehicles and Renewable Energy Sources
    Behera, Soudamini
    Behera, Sasmita
    Barisal, Ajit Kumar
    INTERNATIONAL JOURNAL OF AMBIENT ENERGY, 2021, 43 (01) : 4683 - 4700
  • [34] Optimal Energy Management for Microgrids with Combined Heat and Power (CHP) Generation, Energy Storages, and Renewable Energy Sources
    Zhang, Guanglin
    Cao, Yu
    Cao, Yongsheng
    Li, Demin
    Wang, Lin
    ENERGIES, 2017, 10 (09)
  • [35] Energy Efficient Integration of Renewable Energy Sources in the Smart Grid for Demand Side Management
    Javaid, Nadeem
    Hafeez, Ghulam
    Iqbal, Sohail
    Alrajeh, Nabil
    Alabed, Mohamad Souheil
    Guizani, Mohsen
    IEEE ACCESS, 2018, 6 : 77077 - 77096
  • [36] Substitution of coal power plants with renewable energy sources - Shift of the power demand and energy storage
    Leonard, Matthew D.
    Michaelides, Efstathios E.
    Michaelides, Dimitrios N.
    ENERGY CONVERSION AND MANAGEMENT, 2018, 164 : 27 - 35
  • [37] Optimizing dynamic economic dispatch through an enhanced Cheetah-inspired algorithm for integrated renewable energy and demand-side management
    Nagarajan, Karthik
    Rajagopalan, Arul
    Bajaj, Mohit
    Sitharthan, R.
    Dost Mohammadi, Shir Ahmad
    Blazek, Vojtech
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [38] Optimizing dynamic economic dispatch through an enhanced Cheetah-inspired algorithm for integrated renewable energy and demand-side management
    Karthik Nagarajan
    Arul Rajagopalan
    Mohit Bajaj
    R. Sitharthan
    Shir Ahmad Dost Mohammadi
    Vojtech Blazek
    Scientific Reports, 14
  • [39] Demand Side Management for Smart Grid Based on Smart Home Appliances with Renewable Energy Sources and an Energy Storage System
    Xu, Zhihong
    Gao, Yan
    Hussain, Muhammad
    Cheng, Panhong
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [40] Optimal spatial and temporal demand side management in a power system comprising renewable energy sources
    Kotur, Dimitrije
    Durisic, Zeljko
    RENEWABLE ENERGY, 2017, 108 : 533 - 547