Title :
Planning Energy and Environmental Systems Associated with Air Pollutants Mitigation under Uncertainty
Author :
Zhou, Ya ; Li, Yongping ; Huang, Guohe ; Zhang, Wenxiang ; Zhou, Yang
Author_Institution :
Resources & Environ. Res. Acad., North China Electr. Power Univ., Beijing, China
Abstract :
Air pollution has been one of the world´s worst pollution problems. This study aims to present a two-stage stochastic fuzzy programming (TSFP) method for air pollutants mitigation within energy and environmental systems. In TSFP model, fuzzy possibilistic programming (FPP) is introduced into a two-stage stochastic programming (TSP) framework, which could tackle uncertainties reflected by possibilistic distributions and fuzzy membership functions associated with energy process and optimization solutions. The proposed TSFP is applied to air quality management within energy and environmental systems to clarify its applicability under different scenarios. The results of case study are beneficial for decision-maker to achieve rational energy resource distribution and identify desired policies for pollutants mitigation through cost-environment tradeoff.
Keywords :
air pollution; decision making; fuzzy set theory; possibility theory; stochastic programming; uncertain systems; FPP; TSFP; air pollutants mitigation; air pollution; air quality management; cost-environment tradeoff; decision-maker; energy planning; energy process; environmental systems; fuzzy membership functions; fuzzy possibilistic programming; optimization solutions; possibilistic distributions; rational energy resource distribution; two-stage stochastic fuzzy programming method; uncertainty; Air pollution; Atmospheric modeling; Electricity; Planning; Programming; Stochastic processes; Uncertainty; air pollutants; energy and environmental systems planning; fuzzy; mitigation; two-stage; uncertainty;
Conference_Titel :
Biomedical Engineering and Biotechnology (iCBEB), 2012 International Conference on
Conference_Location :
Macau, Macao
Print_ISBN :
978-1-4577-1987-5
DOI :
10.1109/iCBEB.2012.297