Artificial Neural Networks and their Applications in Electric Power Industry |
Author(s): |
| Aparna Palit , Government College of Engineering Nagpur; Yukta Ankatwar, Government College of Engineering Nagpur |
Keywords: |
| Artificial Neural Network, ANN, MLP, BP, Forecasting, Electric Load Dispatch |
Abstract |
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The goal of the Electric Power Industry is to provide a constant electric supply at minimum cost. To achieve this the power industry has to deal with many complications, viz. variability of load, growing demands of power, requirement of good quality fuels, and fast changing technologies. In recent years, Artificial Intelligence (AI) technologies, namely fuzzy logic, expert systems, genetic algorithm and artificial neural networks (ANN), have gained immense popularity in solving such problems. This paper focuses on Artificial Neural Networks and their applications in the Electric Power Industry. Firstly, it describes the ANN technology and how it can be used in the power industry. Then the intention of this paper is to give a succinct overview of the fields where ANN is being used such as load forecasting, economic load dispatch, security assessment, and fault detection. |
Other Details |
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Paper ID: IJSRDV8I50173 Published in: Volume : 8, Issue : 5 Publication Date: 01/08/2020 Page(s): 158-162 |
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