Energy Policy, Vol.35, No.11, 5643-5655, 2007
Fuzzy possibilistic model for medium-term power generation planning with environmental criteria
The aim of this paper is to apply a fuzzy possibilistic model to the power generation planning that includes environmental criteria. Since it is not always meaningful to relate uncertainty to frequency, the proposed approach analyzes the imprecision and ambiguity into the decision making, especially when the systern involves human subjectivity. This paper highlights the subjacent differences between fuzzy and possibilistic entities. Additionally, it illustrates the use of fuzzy sets theory and possibility theory for modeling flexibility, and nonprobabliStiC uncertainty, respectively. The necessity of a new direction for the environmental problem in a power system is outlined, an approach that attempts a greater integral quality of planning instead of searching for a simple optimal solution. This process must be consistent with a wider and more suitable interpretation about both the problem as such and the concept of solution in uncertain situations. (C) 2007 Elsevier Ltd. All rights reserved.
Keywords:environmental power generation planning;fuzzy possibilistic decision making;multi-objective optimization