Least Cost Generation Expansion Planning considering Renewable Energy Resources Using Sine Cosine Algorithm

被引:3
|
作者
Abbas, Tauseef [1 ]
Ashraf, Muhammad Mansoor [2 ]
Malik, Tahir Nadeem [1 ]
机构
[1] HITEC Univ, Dept Elect Engn, Taxila 47050, Pakistan
[2] Univ Engn & Technol, Dept Elect Engn, Taxila 47050, Pakistan
关键词
Generation expansion planning; Sine cosine algorithm; Renewable energy resources; Power system planning; Meta-heuristic optimization; Equivalent energy function method; IMPROVED GENETIC ALGORITHM; WIND POWER; OPTIMIZATION; INVESTMENTS; SIMULATION; STORAGE; MODELS;
D O I
10.1007/s13369-022-07303-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Ever-growing development in technology and rising energy demand playing a vital role in seeking the attention of power planners to design such systems which fulfill the electrical demand by minimizing the generation cost through the optimum strategies. Nowadays, Generation Expansion Planning (GEP) is very important to make an adequate energy management system, and it is a highly nonlinear, constrained optimization problem and has been solved in a mathematical programming environment. However, due to the complexity of the GEP problem and the limitations of mathematical programming techniques, the meta-heuristic method has the capability to handle the GEP problem. The Sine Cosine Algorithm (SCA) is a novel population-based algorithm that can handle complex constrained optimization problems. In this research, the GEP problem is mapped into SCA in the presence of Renewable Energy Resources (RER) subject to technical and environmental constraints. The developed SCA-PFA is tested for validation, and case studies are solved using standard test systems. The obtained results are better in terms of cost and computational time when compared with results available in the literature. This shows the promise of the approach.
引用
收藏
页码:6185 / 6203
页数:19
相关论文
共 50 条
  • [1] Least Cost Generation Expansion Planning considering Renewable Energy Resources Using Sine Cosine Algorithm
    Tauseef Abbas
    Muhammad Mansoor Ashraf
    Tahir Nadeem Malik
    [J]. Arabian Journal for Science and Engineering, 2023, 48 (5) : 6185 - 6203
  • [2] Least Cost Generation Expansion Planning considering Renewable Energy Resources Using Sine Cosine Algorithm
    Abbas, Tauseef
    Ashraf, Muhammad Mansoor
    Malik, Tahir Nadeem
    [J]. IEEE ACCESS, 2022, 10 : 6185 - 6203
  • [3] Least-cost generation expansion planning using whale optimization algorithm incorporating emission reduction and renewable energy sources
    Nawaz, Usman
    Malik, Tahir Nadeem
    Ashraf, Muhammad Mansoor
    [J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2020, 30 (03):
  • [4] A Novel Optimization Framework for the Least Cost Generation Expansion Planning in the Presence of Renewable Energy Sources considering Regional Connectivity
    Muhammad Mansoor Ashraf
    Tahir Nadeem Malik
    [J]. Arabian Journal for Science and Engineering, 2020, 45 : 6423 - 6451
  • [5] A Novel Optimization Framework for the Least Cost Generation Expansion Planning in the Presence of Renewable Energy Sources considering Regional Connectivity
    Ashraf, Muhammad Mansoor
    Malik, Tahir Nadeem
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2020, 45 (08) : 6423 - 6451
  • [7] Generation Expansion Planning Based on Dynamic Bayesian Network Considering the Uncertainty of Renewable Energy Resources
    Kong, Xiangyu
    Yao, Jingtao
    E, Zhijun
    Wang, Xin
    [J]. ENERGIES, 2019, 12 (13)
  • [8] Least Cost Generation Expansion Planning With Wind Plant Using Differential Evolution Algorithm
    Bhuvanesh, A.
    Karunanithi, K.
    Kannan, S.
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON CIRCUIT, POWER AND COMPUTING TECHNOLOGIES (ICCPCT-2014), 2014, : 540 - 547
  • [9] Generation and transmission expansion planning for bulk renewable energy export considering transmission service cost allocation
    Majd, Aida Asadi
    Farjah, Ebrahim
    Rastegar, Mohammad
    Bacha, Seddik
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2021, 196
  • [10] Transmission Network Expansion Planning Considering Uncertainties in Loads and Renewable Energy Resources
    Wen, Jinyu
    Han, Xingning
    Li, Jiaming
    Chen, Yan
    Yi, Haiqiong
    Lu, Chang
    [J]. CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2015, 1 (01): : 78 - 85