Title of article :
Reliability constrained generation expansion planning with consideration of wind farms uncertainties in deregulated electricity market
Author/Authors :
Hemmati، نويسنده , , Reza and Hooshmand، نويسنده , , Rahmat-Allah and Khodabakhshian، نويسنده , , Amin، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2013
Abstract :
This paper addresses reliability constrained generation expansion planning (GEP) in the presence of wind farm uncertainty in deregulated electricity market. The proposed GEP aims at maximizing the expected profit of all generation companies (GENCOs), while considering security and reliability constraints such as reserve margin and loss of load expectation (LOLE). Wind farm uncertainty is also considered in the planning and GENCOs denote their planning in the presence of wind farm uncertainty. The uncertainty is modeled by probability distribution function (PDF) and Monte-Carlo simulation (MCS) is used to insert uncertainty into the problem. The proposed GEP is a constrained, nonlinear, mixed-integer optimization programming and solved by using particle swarm optimization (PSO) method. In this paper, Electricity market structure is modeled as a pool market. Simulation results verify the effectiveness and validity of the proposed planning for maximizing GENCOs profit in the presence of wind farms uncertainties in electricity market.
Keywords :
Generation Expansion Planning , Wind Farms , Deregulated electricity market , Reliability , particle swarm optimization
Journal title :
Energy Conversion and Management
Journal title :
Energy Conversion and Management