Differential evolution algorithm for multi-objective economic load dispatch considering minimum emission costs

Fang Yao; Ke Meng; Zhao Xu; Zhao Yang Dong; Herbert Iu; Jun Hua Zhao; Kit Po Wong

doi:10.1109/PES.2011.6039306

Differential evolution algorithm for multi-objective economic load dispatch considering minimum emission costs

Fang Yao, Ke Meng, Zhao Xu, Zhao Yang Dong, Herbert Iu, Jun Hua Zhao, Kit Po Wong

The Hong Kong Polytechnic University

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

16 Citations (Scopus)

Abstract

This paper describes a multi-objective economic load dispatch (ELD) model to minimize the emission cost due to CO2 and N2O. The power system operation costs are minimized under transmission network constraints in ELD. This model will be transformed from single objective economic problem to multi-objective problem to combine both economic and emission dispatch. The model is implemented by Differential Evolution (DE) and a set of numerical experiments for a standard test system is reported.

Original language	English
Title of host publication	2011 IEEE PES General Meeting
Subtitle of host publication	The Electrification of Transportation and the Grid of the Future
DOIs	https://doi.org/10.1109/PES.2011.6039306
Publication status	Published - 9 Dec 2011
Event	2011 IEEE PES General Meeting: The Electrification of Transportation and the Grid of the Future - Detroit, MI, United States Duration: 24 Jul 2011 → 28 Jul 2011

Conference

Conference	2011 IEEE PES General Meeting: The Electrification of Transportation and the Grid of the Future
Country/Territory	United States
City	Detroit, MI
Period	24/07/11 → 28/07/11

Keywords

different evolution
Economic load dispatch
emission control
optimization

ASJC Scopus subject areas

Energy Engineering and Power Technology
Nuclear Energy and Engineering
Renewable Energy, Sustainability and the Environment
Electrical and Electronic Engineering

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

More information

10.1109/PES.2011.6039306

Cite this

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title = "Differential evolution algorithm for multi-objective economic load dispatch considering minimum emission costs",

abstract = "This paper describes a multi-objective economic load dispatch (ELD) model to minimize the emission cost due to CO2 and N2O. The power system operation costs are minimized under transmission network constraints in ELD. This model will be transformed from single objective economic problem to multi-objective problem to combine both economic and emission dispatch. The model is implemented by Differential Evolution (DE) and a set of numerical experiments for a standard test system is reported.",

keywords = "different evolution, Economic load dispatch, emission control, optimization",

author = "Fang Yao and Ke Meng and Zhao Xu and Dong, {Zhao Yang} and Herbert Iu and Zhao, {Jun Hua} and Wong, {Kit Po}",

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doi = "10.1109/PES.2011.6039306",

language = "English",

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Yao, F, Meng, K, Xu, Z, Dong, ZY, Iu, H, Zhao, JH & Wong, KP 2011, Differential evolution algorithm for multi-objective economic load dispatch considering minimum emission costs. in 2011 IEEE PES General Meeting: The Electrification of Transportation and the Grid of the Future., 6039306, 2011 IEEE PES General Meeting: The Electrification of Transportation and the Grid of the Future, Detroit, MI, United States, 24/07/11. https://doi.org/10.1109/PES.2011.6039306

Differential evolution algorithm for multi-objective economic load dispatch considering minimum emission costs. / Yao, Fang; Meng, Ke; Xu, Zhao et al.
2011 IEEE PES General Meeting: The Electrification of Transportation and the Grid of the Future. 2011. 6039306.

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

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AU - Zhao, Jun Hua

AU - Wong, Kit Po

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AB - This paper describes a multi-objective economic load dispatch (ELD) model to minimize the emission cost due to CO2 and N2O. The power system operation costs are minimized under transmission network constraints in ELD. This model will be transformed from single objective economic problem to multi-objective problem to combine both economic and emission dispatch. The model is implemented by Differential Evolution (DE) and a set of numerical experiments for a standard test system is reported.

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M3 - Conference article published in proceeding or book

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T2 - 2011 IEEE PES General Meeting: The Electrification of Transportation and the Grid of the Future

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Differential evolution algorithm for multi-objective economic load dispatch considering minimum emission costs

Abstract

Conference

Keywords

ASJC Scopus subject areas

UN SDGs

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