Multi-objective economic emission dispatch of thermal power plants based on grey relational analysis and analytic hierarchy process

被引:5
作者
Chen, Shiyi [1 ]
Chen, Wei [1 ]
Soomro, Ahsanullah [1 ]
Luo, Lijuan [2 ]
Xiang, Wenguo [1 ]
机构
[1] Southeast Univ, Sch Energy & Environm, Minist Educ, Key Lab Energy Thermal Convers & Control, Nanjing 210096, Jiangsu, Peoples R China
[2] Shanghai Int Studies Univ, Sch Business & Management, Key Lab Artificial Intelligence & Data Sci, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Grey relational analysis; analytic hierarchy process; thermal power plant; dispatch; evaluation; PARTICLE SWARM OPTIMIZATION; SAVING GENERATION DISPATCH; MULTICRITERIA EVALUATION; ENERGY; PRINCIPLE; SELECTION;
D O I
10.1177/0958305X19882387
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this paper, mathematical models for a synthesized evaluation were established according to grey relational analysis and analytic hierarchy process. The models were used to select a power dispatch scheme considering hierarchies of material consumption, electrical efficiency, exergy efficiency, and environmental benefit. Four unit dispatch schemes, i.e., proportional fair allocation dispatch, conventional economic dispatch, economic emission dispatch, and economic emission dispatch with varied weights were investigated and compared. Analytic hierarchy process decision-making approach has been employed to find the optimal Pareto solution as the best tradeoff between cost and pollutant emission. The model indicated that the economic emission dispatch was preferred as the best option and could further reduce fuel consumption and pollutant emission, followed by the economic emission dispatch with varied weights. The assessment performed serves decision makers a valuable reference for policy making in the power dispatch sector.
引用
收藏
页码:785 / 812
页数:28
相关论文
共 31 条
[1]   Selection of renewable energy sources for sustainable development of electricity generation system using analytic hierarchy process: A case of Malaysia [J].
Ahmad, Salman ;
Tahar, Razman Mat .
RENEWABLE ENERGY, 2014, 63 :458-466
[2]  
[Anonymous], ENERGY ENV
[3]   Technological, economic and sustainability evaluation of power plants using the Analytic Hierarchy Process [J].
Chatzimouraddis, Athanasios I. ;
Pilavachi, Petros A. .
ENERGY POLICY, 2009, 37 (03) :778-787
[4]   Multicriteria evaluation of power plants impact on the living standard using the analytic hierarchy process [J].
Chatzimouratidis, Athanasios I. ;
Pilavachi, Petros A. .
ENERGY POLICY, 2008, 36 (03) :1074-1089
[5]   A hybrid method of incorporating extended priority list into equal incremental principle for energy-saving generation dispatch of thermal power systems [J].
Cheng, Chuntian ;
Li, Shushan ;
Li, Gang .
ENERGY, 2014, 64 :688-696
[6]   Potential emissions reductions from grandfathered coal power plants in the United States [J].
Cohan, Daniel S. ;
Douglass, Catherine .
ENERGY POLICY, 2011, 39 (09) :4816-4822
[7]   Evolution of China's power dispatch principle and the new energy saving power dispatch policy [J].
Gao Ciwei ;
Li Yang .
ENERGY POLICY, 2010, 38 (11) :7346-7357
[8]   An integrated green supplier selection approach with analytic network process and improved Grey relational analysis [J].
Hashemi, Seyed Hamid ;
Karimi, Amir ;
Tavana, Madjid .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2015, 159 :178-191
[9]  
Herzog HJ, 1996, Energy Environ, V7, P223, DOI [10.1177/0958305X9600700209, DOI 10.1177/0958305X9600700209]
[10]   Modulated particle swarm optimization for economic emission dispatch [J].
Jadoun, Vinay Kumar ;
Gupta, Nikhil ;
Niazi, K. R. ;
Swamkar, Anil .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 73 :80-88