A Probabilistic Economic Load Dispatch Approach for Power Systems with Wind, Photovoltaic and Heat and Power Units

被引:0
|
作者
Sardoueinasab, Zahra [1 ]
Morshed, Mohammad Javad [1 ]
BenHmida, Jalel [1 ]
Fekih, Afef [1 ]
机构
[1] Univ Louisiana Lafayette, Lafayette, LA 70504 USA
来源
2019 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT) | 2019年
关键词
Economic load dispatch; imperialist competitive algorithm; wind; photovoltaic; CHP; OPTIMIZATION; AVAILABILITY; ALGORITHM;
D O I
10.1109/ICIT.2019.8754959
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 paper develops and solves a new probabilistic economic load dispatch approach (PELD) for a power system, which includes combined heat and power (CHP) generation, heat-only, thermal, wind and photovoltaic units. Given the crucial role of load demand in power system operation, load uncertainties arc taken into consideration and modeled using the two point estimation method (2PEM). The proposed PELD problem is solved using a hybrid imperialist competitive algorithm based on Nelder Mead approach (HICA-NM). Its performance was assessed using a modified 40-units power system incorporating several wind, photovoltaic and CHP units and subject to load and operational demand. The obtained results confirmed approach's ability to yield optimal solutions in uncertain environments, thus enabling better management of modern power systems.
引用
收藏
页码:577 / 582
页数:6
相关论文
共 50 条
  • [1] Optimal economic power and heat dispatch in Cogeneration Systems including wind power
    Shaheen, Abdullah M.
    Ginidi, Ahmed R.
    El-Sehiemy, Ragab A.
    Elattar, Ehab E.
    ENERGY, 2021, 225
  • [2] The optimal dispatch with combination of wind power and photovoltaic power systems
    Zhang Qi
    Wang Zhenshu
    Shi Yunpeng
    Qu Shichao
    PROCEEDINGS OF RENEWABLE ENERGY INTEGRATION WITH MINI/MICROGRID (REM2016), 2016, 103 : 94 - 99
  • [3] An efficient neural approach to economic load dispatch in power systems
    da Silva, IN
    Nepomuceno, L
    2001 POWER ENGINEERING SOCIETY SUMMER MEETING, VOLS 1-3, CONFERENCE PROCEEDINGS, 2001, : 1269 - 1274
  • [4] Economic Dispatch for Power Generation System Incorporating Wind and Photovoltaic Power
    Meng, Jie
    Li, Geng-yin
    Cheng, Shi-jun
    MACHINERY ELECTRONICS AND CONTROL ENGINEERING III, 2014, 441 : 263 - 267
  • [5] A new flexibility based probabilistic economic load dispatch solution incorporating wind power
    Berahmandpour, Homayoun
    Kouhsari, Shahram Montaser
    Rastegar, Hassan
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2022, 135
  • [6] Wind Power Forecasting Error Distributions and Probabilistic Load Dispatch
    Lujano-Rojas, J. M.
    Osorio, G. J.
    Matias, J. C. O.
    Catalao, J. P. S.
    2016 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM), 2016,
  • [7] LOW-CARBON ECONOMIC DISPATCH OF VIRTUAL POWER PLANTS CONSIDERING WIND POWER,PHOTOVOLTAIC AND LOAD UNCERTAINTY
    Lyu, You
    Mao, Naixin
    Qin, Ruijun
    Zhang, Qian
    Xin, Xiaogang
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2024, 45 (11): : 116 - 123
  • [8] Flexible Combined Heat and Power Dispatch Based on Probabilistic Prediction of Wind Power
    Xu, Feng
    Qiu, Peng
    Ding, Chao
    Lu, Yi
    2023 5TH ASIA ENERGY AND ELECTRICAL ENGINEERING SYMPOSIUM, AEEES, 2023, : 1491 - 1495
  • [9] Economic Dispatch of Combined Heat and Power Plant Units within Energy Network Integrated with Wind Power Plant
    Kaur, Paramjeet
    Chaturvedi, Krishna Teerth
    Kolhe, Mohan Lal
    PROCESSES, 2023, 11 (04)
  • [10] Optimal Combined Dynamic Economic and Emission Dispatch Including Wind and Photovoltaic Power Systems
    Sadoudi, Slimane
    Boudour, Mohamed
    Kouba, Nour El Yakine
    PROCEEDINGS 2018 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL SCIENCES AND TECHNOLOGIES IN MAGHREB (CISTEM), 2018, : 540 - 545