共 45 条
Application of modified pigeon-inspired optimization algorithm and constraint -objective sorting rule on multi-objective optimal power flow problem
被引:65
作者:

Chen, Gonggui
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China
Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China

Qian, Jie
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China
Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China

Zhang, Zhizhong
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Commun Network & Testing Technol, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China

Li, Shuaiyong
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China
机构:
[1] Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China
[2] Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China
[3] Chongqing Univ Posts & Telecommun, Key Lab Commun Network & Testing Technol, Chongqing 400065, Peoples R China
关键词:
Modified pigeon-inspired optimization algorithm;
Optimal power flow problem;
Constraint-objective sorting rule;
Penalty function method;
ECONOMIC-DISPATCH;
EMISSION;
COST;
LOSSES;
MOEA/D;
D O I:
10.1016/j.asoc.2020.106321
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
To solve the non-differentiable optimal power flow (OPF) problems with multiple contradictory objectives, a modified pigeon-inspired optimization algorithm (MPIO) is put forward in this paper. Combining with the common-used penalty function method (PFM), the MPIO-PFM algorithm is proposed and applied to optimize the active power loss, emission and fuel cost (with valve-point loadings) of power system. Eight simulation trials carried out on MATLAB software validate MPIO-PFM algorithm can obtain superior Pareto Frontier (PF) comparing with the typical NSGA-II algorithm. Nevertheless, some Pareto solutions obtained by MPIO-PFM algorithm cannot satisfy all system constraints due to the difficulty in choosing the proper penalty coefficients. Thus, an innovative approach named as constraint-objective sorting rule (COSR) is presented in this paper. The bi-objective and tri-objective trials implemented on IEEE 30-node, 57-node and 118-node systems demonstrate that the Pareto optimal set (POS) obtained by MPIO-COSR algorithm realizes zero-violation of various system constraints. Furthermore, the generational-distance and hyper-volume indexes quantitatively illustrate that in contrast to NSGA-II and MPIO-PFM methods, the MPIO-COSR algorithm can determine the evenly-distributed PFs with satisfactory-diversity. The intelligent MPIO-COSR algorithm provides an effective way to handle the non-convex MOOPF problems. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页数:19
相关论文
共 45 条
[1]
Optimal power flow solution in power systems using a novel Sine-Cosine algorithm
[J].
Attia, Abdel-Fattah
;
El Sehiemy, Ragab A.
;
Hasanien, Hany M.
.
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS,
2018, 99
:331-343

Attia, Abdel-Fattah
论文数: 0 引用数: 0
h-index: 0
机构:
Kafrelsheikh Univ, Dept Elect Engn, Fac Engn, ISRG, Kafrelsheikh, Egypt Kafrelsheikh Univ, Dept Elect Engn, Fac Engn, ISRG, Kafrelsheikh, Egypt

El Sehiemy, Ragab A.
论文数: 0 引用数: 0
h-index: 0
机构:
Kafrelsheikh Univ, Dept Elect Engn, Fac Engn, ISRG, Kafrelsheikh, Egypt Kafrelsheikh Univ, Dept Elect Engn, Fac Engn, ISRG, Kafrelsheikh, Egypt

Hasanien, Hany M.
论文数: 0 引用数: 0
h-index: 0
机构:
Ain Shams Univ, Fac Engn, Elect Power & Machines Dept, Cairo 11517, Egypt Kafrelsheikh Univ, Dept Elect Engn, Fac Engn, ISRG, Kafrelsheikh, Egypt
[2]
Mathematical modeling of electric power flow and the minimization of power losses on transmission lines
[J].
Bamigbola, O. M.
;
Ali, M. M.
;
Oke, M. O.
.
APPLIED MATHEMATICS AND COMPUTATION,
2014, 241
:214-221

Bamigbola, O. M.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Ilorin, Dept Math, Ilorin, Nigeria Univ Ilorin, Dept Math, Ilorin, Nigeria

Ali, M. M.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Witwatersrand, Sch Computat & Appl Math, Fac Sci, ZA-2050 Johannesburg, South Africa
Univ Witwatersrand, Fac Engn & Built Environm, TCSE, ZA-2050 Johannesburg, South Africa Univ Ilorin, Dept Math, Ilorin, Nigeria

Oke, M. O.
论文数: 0 引用数: 0
h-index: 0
机构:
Ekiti State Univ, Dept Math Sci, Ado Ekiti, Nigeria Univ Ilorin, Dept Math, Ilorin, Nigeria
[3]
Hybrid Imperialist Competitive and Grey Wolf Algorithm to Solve Multiobjective Optimal Power Flow with Wind and Solar Units
[J].
Ben Hmida, Jalel
;
Morshed, Mohammad Javad
;
Lee, Jim
;
Chambers, Terrence
.
ENERGIES,
2018, 11 (11)

Ben Hmida, Jalel
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Louisiana Lafayette, Dept Mech Engn, Lafayette, LA 70504 USA Univ Louisiana Lafayette, Dept Mech Engn, Lafayette, LA 70504 USA

Morshed, Mohammad Javad
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Louisiana Lafayette, Dept Elect & Comp Engn, Lafayette, LA 70504 USA Univ Louisiana Lafayette, Dept Mech Engn, Lafayette, LA 70504 USA

Lee, Jim
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Louisiana Lafayette, Dept Mech Engn, Lafayette, LA 70504 USA Univ Louisiana Lafayette, Dept Mech Engn, Lafayette, LA 70504 USA

Chambers, Terrence
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Louisiana Lafayette, Dept Mech Engn, Lafayette, LA 70504 USA Univ Louisiana Lafayette, Dept Mech Engn, Lafayette, LA 70504 USA
[4]
Multi-objective optimization of the environmental-economic dispatch with reinforcement learning based on non-dominated sorting genetic algorithm
[J].
Bora, Teodoro Cardoso
;
Mariani, Viviana Cocco
;
Coelho, Leandro dos Santos
.
APPLIED THERMAL ENGINEERING,
2019, 146
:688-700

Bora, Teodoro Cardoso
论文数: 0 引用数: 0
h-index: 0
机构:
Fed Univ Parana UFPR, Dept Elect Engn DEE PPGEE, Rua Cel Francisco Heraclito Santos 100, Curitiba, Parana, Brazil Fed Univ Parana UFPR, Dept Elect Engn DEE PPGEE, Rua Cel Francisco Heraclito Santos 100, Curitiba, Parana, Brazil

Mariani, Viviana Cocco
论文数: 0 引用数: 0
h-index: 0
机构:
Fed Univ Parana UFPR, Dept Elect Engn DEE PPGEE, Rua Cel Francisco Heraclito Santos 100, Curitiba, Parana, Brazil
Pontifical Catholic Univ Parana PUCPR, Dept Mech Engn PPGEM, Rua Imaculada Conceicao 1155, Curitiba, Parana, Brazil Fed Univ Parana UFPR, Dept Elect Engn DEE PPGEE, Rua Cel Francisco Heraclito Santos 100, Curitiba, Parana, Brazil

Coelho, Leandro dos Santos
论文数: 0 引用数: 0
h-index: 0
机构:
Fed Univ Parana UFPR, Dept Elect Engn DEE PPGEE, Rua Cel Francisco Heraclito Santos 100, Curitiba, Parana, Brazil
Pontifical Catholic Univ Parana PUCPR, Ind & Syst Engn Grad Program PPGEPS, Rua Imaculada Conceicao 1155, Curitiba, Parana, Brazil Fed Univ Parana UFPR, Dept Elect Engn DEE PPGEE, Rua Cel Francisco Heraclito Santos 100, Curitiba, Parana, Brazil
[5]
Unified Multiobjective Optimization Scheme for Aeroassisted Vehicle Trajectory Planning
[J].
Chai, Runqi
;
Savvaris, Al
;
Tsourdos, Antonios
;
Chai, Senchun
;
Xia, Yuanqing
.
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS,
2018, 41 (07)
:1521-1530

Chai, Runqi
论文数: 0 引用数: 0
h-index: 0
机构:
Cranfield Univ, Sch Aerosp Transport & Mfg, Cranfield MK43 0AL, Beds, England Cranfield Univ, Sch Aerosp Transport & Mfg, Cranfield MK43 0AL, Beds, England

Savvaris, Al
论文数: 0 引用数: 0
h-index: 0
机构:
Cranfield Univ, Sch Aerosp Transport & Mfg, Cranfield MK43 0AL, Beds, England Cranfield Univ, Sch Aerosp Transport & Mfg, Cranfield MK43 0AL, Beds, England

Tsourdos, Antonios
论文数: 0 引用数: 0
h-index: 0
机构:
Cranfield Univ, Sch Aerosp Transport & Mfg, Cranfield MK43 0AL, Beds, England Cranfield Univ, Sch Aerosp Transport & Mfg, Cranfield MK43 0AL, Beds, England

Chai, Senchun
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China Cranfield Univ, Sch Aerosp Transport & Mfg, Cranfield MK43 0AL, Beds, England

Xia, Yuanqing
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China Cranfield Univ, Sch Aerosp Transport & Mfg, Cranfield MK43 0AL, Beds, England
[6]
Optimal power flow with emission and non-smooth cost functions using backtracking search optimization algorithm
[J].
Chaib, A. E.
;
Bouchekara, H. R. E. H.
;
Mehasni, R.
;
Abido, M. A.
.
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS,
2016, 81
:64-77

Chaib, A. E.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Freres Mentouri Constantine, Dept Elect Engn, Constantine Elect Engn Lab, LEC, Constantine 25000, Algeria Univ Freres Mentouri Constantine, Dept Elect Engn, Constantine Elect Engn Lab, LEC, Constantine 25000, Algeria

Bouchekara, H. R. E. H.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Freres Mentouri Constantine, Dept Elect Engn, Constantine Elect Engn Lab, LEC, Constantine 25000, Algeria
Univ Freres Mentouri Constantine, Dept Elect Engn, Lab Elect Engn Constantine, LGEC, Constantine 25000, Algeria Univ Freres Mentouri Constantine, Dept Elect Engn, Constantine Elect Engn Lab, LEC, Constantine 25000, Algeria

Mehasni, R.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Freres Mentouri Constantine, Dept Elect Engn, Constantine Elect Engn Lab, LEC, Constantine 25000, Algeria Univ Freres Mentouri Constantine, Dept Elect Engn, Constantine Elect Engn Lab, LEC, Constantine 25000, Algeria

Abido, M. A.
论文数: 0 引用数: 0
h-index: 0
机构:
King Fahd Univ Petr & Minerals, Dept Elect Engn, Dhahran 31261, Saudi Arabia Univ Freres Mentouri Constantine, Dept Elect Engn, Constantine Elect Engn Lab, LEC, Constantine 25000, Algeria
[7]
Multi-Objective Optimal Power Flow Based on Hybrid Firefly-Bat Algorithm and Constraints-Prior Object-Fuzzy Sorting Strategy
[J].
Chen, Gonggui
;
Qian, Jie
;
Zhang, Zhizhong
;
Sun, Zhi
.
IEEE ACCESS,
2019, 7
:139726-139745

Chen, Gonggui
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China
Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China

Qian, Jie
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China
Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China

Zhang, Zhizhong
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Commun Network & Testing Technol, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China

Sun, Zhi
论文数: 0 引用数: 0
h-index: 0
机构:
Chn Energy Enshi Hydropower Co Ltd, Enshi 445000, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Ind Internet Things & Networked Control, Minist Educ, Chongqing 400065, Peoples R China
[8]
Applications of Novel Hybrid Bat Algorithm With Constrained Pareto Fuzzy Dominant Rule on Multi-Objective Optimal Power Flow Problems
[J].
Chen, Gonggui
;
Qian, Jie
;
Zhang, Zhizhong
;
Sun, Zhi
.
IEEE ACCESS,
2019, 7 (52060-52084)
:52060-52084

Chen, Gonggui
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Network Control & Intelligent Instrument, Minist Educ, Chongqing 400065, Peoples R China
Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Network Control & Intelligent Instrument, Minist Educ, Chongqing 400065, Peoples R China

Qian, Jie
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Network Control & Intelligent Instrument, Minist Educ, Chongqing 400065, Peoples R China
Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Network Control & Intelligent Instrument, Minist Educ, Chongqing 400065, Peoples R China

Zhang, Zhizhong
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Commun Network & Testing Technol, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Network Control & Intelligent Instrument, Minist Educ, Chongqing 400065, Peoples R China

Sun, Zhi
论文数: 0 引用数: 0
h-index: 0
机构:
Chn Energy Enshi Hydropower Co Ltd, Enshi 445000, Peoples R China Chongqing Univ Posts & Telecommun, Key Lab Network Control & Intelligent Instrument, Minist Educ, Chongqing 400065, Peoples R China
[9]
Solving the Multi-Objective Optimal Power Flow Problem Using the Multi-Objective Firefly Algorithm with a Constraints-Prior Pareto-Domination Approach
[J].
Chen, Gonggui
;
Yi, Xingting
;
Zhang, Zhizhong
;
Lei, Hangtian
.
ENERGIES,
2018, 11 (12)

Chen, Gonggui
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China
Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China

Yi, Xingting
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China
Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China

Zhang, Zhizhong
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Commun Network & Testing Technol, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China

Lei, Hangtian
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Idaho, Dept Elect & Comp Engn, Moscow, ID 83844 USA Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China
[10]
Applications of multi-objective dimension-based firefly algorithm to optimize the power losses, emission, and cost in power systems
[J].
Chen, Gonggui
;
Yi, Xingting
;
Zhang, Zhizhong
;
Wang, Huiming
.
APPLIED SOFT COMPUTING,
2018, 68
:322-342

Chen, Gonggui
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China
Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China

Yi, Xingting
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China
Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China

Zhang, Zhizhong
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Key Lab Commun Network & Testing Technol, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China

Wang, Huiming
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China
Chongqing Univ Posts & Telecommun, Chongqing Key Lab Complex Syst & Bion Control, Chongqing 400065, Peoples R China Chongqing Univ Posts & Telecommun, Minist Educ, Key Lab Network Control & Intelligent Instrument, Chongqing 400065, Peoples R China