Economic Load Dispatch Problem using Particle Swarm Optimization Technique Considering Wind Power Penetration

被引:2
作者
Al-Nahhal, Rana [1 ]
Naiem, A. F. [2 ]
Hegazy, Yasser G. [1 ]
机构
[1] German Univ Cairo, Elect Circuits & Elect Dept, Cairo, Egypt
[2] German Univ Cairo, Cairo, Egypt
来源
2019 2ND INTERNATIONAL CONFERENCE ON SMART ENERGY SYSTEMS AND TECHNOLOGIES (SEST 2019) | 2019年
关键词
Particle Swarm Optimization; Economic load dispatch; Wind power; Renewable energy;
D O I
10.1109/sest.2019.8849005
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper an approach is proposed for the Economic Load Dispatch (ELD) problem using the particle swarm optimization (PSO) technique with a modified evaluation function on a typical thermal power system integrated with wind power. The evaluation function used is capable of speeding up the optimal solution convergence of PSO technique. The hourly average wind power has been calculated employing wind speed historical data of a wind farm located in Zafarana, Egypt. The problem is solved with and without the presence of the wind power penetration to show its impact on the total system cost. Numerical simulations are implemented in MAT LAB environment and the results obtained have been compared with previously published results.
引用
收藏
页数:6
相关论文
共 21 条
[1]  
Alam M. N., 2018, ARXIV181211610V1CSNE
[2]  
[Anonymous], 2014, IEEE T POWER SYSTEMS
[3]  
[Anonymous], 2012, TECH REP
[4]   Speaker Independent Speech Recognition Implementation with Adaptive Language Models [J].
Anukriti ;
Tiwari, Sushant ;
Chatterjee, Tanmay ;
Bhattacharya, Mahua .
2013 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL AND BUSINESS INTELLIGENCE (ISCBI), 2013, :7-10
[5]   Optimal Allocation of ESS in Distribution Systems With a High Penetration of Wind Energy [J].
Atwa, Yasser Moustafa ;
El-Saadany, E. F. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (04) :1815-1822
[6]  
Benhamida F., 2013, IEEE P 3 INT C SYST
[7]  
Bian MM, 2010, PROCEEDINGS OF 2010 INTERNATIONAL SYMPOSIUM ON IMAGE ANALYSIS AND SIGNAL PROCESSING, P1, DOI 10.1109/GROUP4.2010.5643446
[8]  
Dubey H. M., 2014, INT J BIOINSPIRED CO, V6
[9]  
Elsayeda W.T., 2017, IEEE T IND INFORM, V13
[10]  
Elsayeda W.T., 2016, ELECT POWER SYSTEMS, V141