Hybrid DE-SQP Method for Solving Combined Heat and Power Dynamic Economic Dispatch Problem

被引：11

作者：

Elaiw, A. M. ^{[1
,2
]}

Xia, X. ^{[3
]}

Shehata, A. M. ^{[2
]}

机构：

[1] King Abdulaziz Univ, Fac Sci, Dept Math, Jeddah 21589, Saudi Arabia

[2] Al Azhar Univ, Fac Sci, Dept Math, Assiut 71511, Egypt

[3] Univ Pretoria, Ctr New Energy Syst, Dept Elect Elect & Comp Engn, ZA-0002 Pretoria, South Africa

来源：

MATHEMATICAL PROBLEMS IN ENGINEERING | 2013年 / 2013卷

关键词：

MODEL-PREDICTIVE CONTROL; ALGORITHM; OPTIMIZATION;

D O I：

10.1155/2013/982305

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Combined heat and power dynamic economic dispatch (CHPDED) plays a key role in economic operation of power systems. CHPDED determines the optimal heat and power schedule of committed generating units by minimizing the fuel cost under ramp rate constraints and other constraints. Due to complex characteristics, heuristic and evolutionary based optimization approaches have became effective tools to solve the CHPDED problem. This paper proposes hybrid differential evolution (DE) and sequential quadratic programming (SQP) to solve the CHPDED problem with nonsmooth and nonconvex cost function due to valve point effects. DE is used as a global optimizer and SQP is used as a fine tuning to determine the optimal solution at the final. The proposed hybrid DE-SQP method has been tested and compared to demonstrate its effectiveness.

引用

页数：7

共 50 条

[41] Solving economic emission dispatch of combined heat and power units problem using enhanced Tasmanian devil optimization strategy in power systems
Uthirasamy, Ramasami
Arulkumar, Thirumalaisamy
Prabu, Govindasamy
Sivakumar, Vellaisamy
ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2024, 46 (01) : 14012 - 14032
[42] Solving practical economic dispatch using hybrid GA-DE-PS method
Mahdad B.
Srairi K.
International Journal of System Assurance Engineering and Management, 2014, 5 (3) : 391 - 398
[43] A novel hybrid optimizer for solving Economic Load Dispatch problem
Parouha, Raghav Prasad
Das, Kedar Nath
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 78 : 108 - 126
[44] Combined heat and power economic dispatch problem with binary method using flower pollination algorithm and differential evolution
Mellal, Mohamed Arezki
Khitous, Marwa
Zemmouri, Meriem
ELECTRICAL ENGINEERING, 2023, 105 (04) : 2161 - 2168
[45] Combined heat and power economic dispatch problem with binary method using flower pollination algorithm and differential evolution
Mohamed Arezki Mellal
Marwa Khitous
Meriem Zemmouri
Electrical Engineering, 2023, 105 : 2161 - 2168
[46] Dynamic Economic Dispatch Incorporating Photovoltaic and Wind Generation using Hybrid FPA with SQP
Abid, Anum
Malik, Tahir Nadeem
Abid, Farah
Sajjad, Intisar Ali
IETE JOURNAL OF RESEARCH, 2020, 66 (02) : 204 - 213
[47] APPLICATION OF A NOVEL MODIFIED HYBRID ALGORITHM FOR SOLVING DYNAMIC ECONOMIC DISPATCH PROBLEM WITH PRACTICAL CONSTRAINTS
Hamed, Mostefa
Mahdad, Belkacem
Srairi, Kamel
Mancer, Nabil
ADVANCES IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2018, 16 (04) : 459 - 470
[48] A Bacterial Foraging PSO - DE Algorithm for Solving Reserve Constrained Dynamic Economic Dispatch Problem
Vaisakh, K.
Praveena, P.
Rao, S. Rama Mohana
IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011), 2011, : 153 - 159
[49] Random Walk with Variable Step Size as Mutation Operator of Genetic Algorithm for Solving Combined Heat and Power Economic Dispatch Problem
Haghrah, A.
Nekoui, M. A.
Mohammadi-Ivatloo, B.
2017 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO), 2017, : 57 - 61
[50] A new Kho-Kho optimization Algorithm: An application to solve combined emission economic dispatch and combined heat and power economic dispatch problem
Srivastava, Abhishek
Das, Dushmanta Kumar
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 94

← 1 2 3 4 5 →