Dispersed Generator Placement Using Fuzzy-GA In Distribution Systems
- Title
- Dispersed Generator Placement Using Fuzzy-GA In Distribution Systems
- Author
- 유석구
- Keywords
- Dispersed Generation Placement; Distribution Systems; Fuzzy-GA; Multi-Objectives
- Issue Date
- 2002-07
- Publisher
- IEEE
- Citation
- IEEE Power Engineering Society Summer Meeting, v. 3, page. 1148-1153
- Abstract
- This paper presents a fuzzy-GA method to resolve
dispersed generator placement for distribution systems. The
problem formulation considers an objective to reduce power loss
costs of distribution systems and the constraints with the number
or size of dispersed generators and the deviation of the bus
voltage. The main idea of solving fuzzy nonlinear goal
programming is to transform the original objective function and
constraints into the equivalent multi-objectives functions with
fuzzy sets to evaluate their imprecise nature and solve the
problem using the proposed genetic algorithm, without any
transformation for this nonlinear problem to a linear model or
other methods. Moreover, this algorithm proposes a satisfying
method to solve the constrained multiple objective problem.
Analyzing the results and updating the expected value of each
objective function allow the dispatcher to obtain the compromised
or satisfied solution efficiently.
The method proposed is applied to the sample systems to
demonstrate its effectiveness.
- URI
- https://ieeexplore.ieee.org/document/1043458?arnumber=1043458&SID=EBSCO:edseeehttps://repository.hanyang.ac.kr/handle/20.500.11754/157543
- ISBN
- 0-7803-7518-1; 978-0-7803-7518-5
- DOI
- 10.1109/PESS.2002.1043458
- Appears in Collections:
- COLLEGE OF ENGINEERING SCIENCES[E](공학대학) > ELECTRICAL ENGINEERING(전자공학부) > Articles
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