Energy Models for Renewable Energy Utilization and To Replace fossil fuels
Models have become standard tools in energy planning. In recent years, considerable efforts have been made to formulate and implement energy planning strategies in various countries. The objective of this study is to predict the electricity consumption in India for the year 2020 by using Artifici...
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| Main Authors: | , , , |
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| Format: | Article |
| Published: |
2007
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| Online Access: | http://eprints.utp.edu.my/11687/ |
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| Institution: | Universiti Teknologi Petronas |
| Summary: | Models have become standard tools in energy planning. In recent years, considerable efforts
have been made to formulate and implement energy planning strategies in various countries.
The objective of this study is to predict the electricity consumption in India for the year 2020 by
using Artificial Neural Network (ANN) and meeting the electricity requirement using an Optimal
Energy Allocation Model (OEAM). The forecast of total electricity consumption in India for the
year 2010, 2020 and 2030 is 603382, 944523.9 and 1395754 GWh respectively. An Optimal
Energy Allocation Model (OEAM) was also developed for the replacement of fossil fuels with
renewable energies to the maximum extent for the year 2020. The model was formulated with the
objective of minimizing the cost of power generation subject to the constraints of demand,
potential, efficiency, emission and carbon tax. The fuzzy constraints are used in the model. The
possible energy options have been considered in the model to meet the electricity demand in
India. The end result of the model is, renewable energy sources would replace the fossil fuels to
an extent of 32% in the year 2020. These models are applicable for any country with necessary
changes in the model input |
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