Simultaneous Implementation of Security Constraint Unit Commitment and Emergency Demand Response Program by Using Economic Model
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Abstract: (5962 Views) |
Demand Side Management (DSM) is one of the most important methods that is used to maximize the benefits of electric power market participants. Demand Response (DR) are methods from DSM that can be defined as the changes in electric usage by end-use customers from their normal consumption patterns in response to changes in the price of electricity over time. This paper is focused on simultaneous implementation of security constraint unit commitment (SCUC) and Emergency Demand Response Program (EDRP) by using economic model. Considering that the simultaneous implementation of SCUC and EDRP is complex non-linear optimization problem with continuous and discrete variables, this paper is used linearization method to linearized the non-linear terms and then Mixed Integer Linear Programing (MILP) is used to solve the optimization problem. The software GAMS 23.6 has been used for this work which is fast and robust software for solving various types of optimization problems. The IEEE RTS 24 bus test system is used to simulate and evaluate the effectiveness of the proposed method. |
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Keywords: Particle Swarm Optimization(PSO), Prediction, Energy Demand, Neural Network(NN) |
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Full-Text [PDF 6753 kb]
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Type of Study: Research |
Subject:
Energy Planning Models Received: 2014/02/16 | Accepted: 2014/02/16 | Published: 2014/02/16
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