Greenhouse gases emission reduction for electric power generation sector by efficient dispatching of thermal plants integrated with renewable systems

被引:51
|
作者
Ahmed, Ijaz [1 ]
Rehan, Muhammad [1 ]
Basit, Abdul [1 ]
Hong, Keum-Shik [2 ,3 ]
机构
[1] Pakistan Inst Engn & Appl Sci PIEAS, Dept Elect Engn, Islamabad, Pakistan
[2] Pusan Natl Univ, Sch Mech Engn, 2 Busandaehak Ro, Busan 46241, South Korea
[3] Qingdao Univ, Sch Automat, Inst Future, Qingdao 266071, Peoples R China
关键词
ECONOMIC-DISPATCH; GENETIC ALGORITHM; GRID INTEGRATION; ENERGY-SOURCES; OPTIMIZATION; LOAD; UNCERTAINTIES; OPERATION; NETWORKS; COSTS;
D O I
10.1038/s41598-022-15983-0
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
This research aims to contribute in developing a mathematical model for the composite probabilistic energy emissions dispatch (CPEED) with renewable energy systems, and it proposes a novel framework, based on an existing astute black widow optimization (ABWO) algorithm. Renewable energy power generation technology has contributed to pollution reduction and sustainable development. Therefore, this research aims to explore the CPEED problem in the context of renewable energy generation systems to enhance the energy and climate benefits of the power systems. Five benchmark test systems, combined with conventional thermal power plants and renewable energy sources such as wind and solar, are considered herein to obtain the optimum solution for cost and pollutant emission by using the ABWO approach. The ascendancy is not limited to environmental impacts, but it also provides the diversification of energy supply and reduction of reliance on imported fuels. As a result, the research findings contribute in lowering the cost of fuel and pollutant emissions, correlated with electricity generation systems, while increasing the renewable energy usage and penetration. Finally, the performance and efficacy of the designed scheme have been fully validated by comprehensive experimental results and statistical analyses.
引用
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页数:21
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