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Journal ArticleDOI

A review of energy models

S. Jebaraj, +1 more
- 01 Aug 2006 - 
- Vol. 10, Iss: 4, pp 281-311
TLDR
In this paper, a review paper on energy modeling will help the energy planners, researchers and policy makers widely, and an attempt has been made to understand and review the various emerging issues related to the energy modeling.
Abstract
Energy is a vital input for social and economic development of any nation. With increasing agricultural and industrial activities in the country, the demand for energy is also increasing. Formulation of an energy model will help in the proper allocation of widely available renewable energy sources such as solar, wind, bioenergy and small hydropower in meeting the future energy demand in India. During the last decade several new concepts of energy planning and management such as decentralized planning, energy conservation through improved technologies, waste recycling, integrated energy planning, introduction of renewable energy sources and energy forecasting have emerged. In this paper an attempt has been made to understand and review the various emerging issues related to the energy modeling. The different types of models such as energy planning models, energy supply–demand models, forecasting models, renewable energy models, emission reduction models, optimization models have been reviewed and presented. Also, models based on neural network and fuzzy theory have been reviewed and discussed. The review paper on energy modeling will help the energy planners, researchers and policy makers widely.

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Citations
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Assessing nexus effects of energy use in rural areas: the case of an inter- and intra-household model for Uttar Pradesh, India

TL;DR: In this article, the authors investigate potential policies, such as public subsidies for solar panels and increase in non-agricultural employment opportunities, for meeting energy demands and improving rural livelihoods, using an agricultural household dynamic programming model.
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Overview of Sustainable Energy in Central Europe and East Asia

TL;DR: In this paper, a brief literature review of sustainable energy literature with focus on economic aspects of sustainability is presented, followed by description of energy situation in Central Europe and East Asia with a focus on sustainable energy resources.
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An Application of Structural Time Series Method in Estimating Household Electricity Demand in Iran

TL;DR: In this article, the authors analyzed the effective factors on household electricity demand in Iran using structural time series method with Kalman filter algorithm during 1974-2010 period and found that the elasticity of demand to price of electricity is -0.13 that shows that the electricity is an essential commodity for household sector in Iran.
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Data harmonisation for energy system analysis – Example of multi-model experiments

TL;DR: In this article , the MODEX project cluster conducted six model experiments, including 40 energy system models, and efforts were made to harmonise the input data within the individual comparison and beyond them in the consortium.
Proceedings ArticleDOI

Green campus: Measurements and modeling

TL;DR: A linear mathematical model is built and validated based on the measurements of real-time power consumption data and shows that the model can be utilized to forecast the power consumption behaviour as well as assess the impact of implementing different energy efficient schemes.
References
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Journal ArticleDOI

Applications of artificial neural-networks for energy systems

TL;DR: In this paper, the authors present various applications of neural networks in energy problems in a thematic rather than a chronological or any other way, including modeling and design of a solar steam generating plant, estimation of a parabolic-trough collector's intercept factor and local concentration ratio, and performance prediction of solar water-heating systems.
Journal ArticleDOI

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Journal ArticleDOI

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Journal ArticleDOI

Solar radiation model

TL;DR: In this article, the authors used the Angstrom-Prescott equation to predict the average daily global radiation with hours of sunshine for Hong Kong (22.3°N latitude, 114. 3°E longitude).
Journal ArticleDOI

A comparison of various forecasting techniques applied to mean hourly wind speed time series

TL;DR: A comparison of various forecasting approaches, using time series analysis, on mean hourly wind speed data, including the traditional linear (ARMA) models and the commonly used feed forward and recurrent neural networks is presented.
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