scispace - formally typeset
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.

read more

Content maybe subject to copyright    Report

Citations
More filters
Journal ArticleDOI

Grey prediction with rolling mechanism for electricity demand forecasting of Turkey

Diyar Akay, +1 more
- 01 Sep 2007 - 
TL;DR: Grey prediction with rolling mechanism (GPRM) approach is proposed to predict the Turkey's total and industrial electricity consumption and results show that proposed approach estimates more accurate results than the results of MAED, and have explicit advantages over extant studies.
Journal ArticleDOI

Paradigm shift in urban energy systems through distributed generation: Methods and models

TL;DR: In this paper, a selection of currently available models for distributed generation planning and design is presented and analyzed in the perspective of gathering their capabilities in an optimization framework to support a paradigm shift in urban energy systems.
Journal ArticleDOI

A review of modelling approaches and tools for the simulation of district-scale energy systems

TL;DR: A comprehensive review of modelling approaches and associated software tools that address district-level energy systems is presented in this paper, which complements previous studies by focussing on models and software tools for addressing districtlevel interactions in energy systems.
Journal ArticleDOI

The role of hydrogen in low carbon energy futures–A review of existing perspectives

TL;DR: In this paper, the authors provide a review of the emergence of hydrogen within low-carbon pathways from different integrated energy system models, with drivers, marginal abatement costs and timing of hydrogen emergence assessed.
Journal ArticleDOI

Sustainable energy systems: Role of optimization modeling techniques in power generation and supply—A review

TL;DR: A review of the literature on power and supply sector developments and analyzes the role of modeling and optimization in this sector as well as the future prospective of optimization modeling as a tool for sustainable energy systems is presented in this paper.
References
More filters
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

Artificial neural networks for the prediction of the energy consumption of a passive solar building

TL;DR: In this paper, a multilayer recurrent architecture using the standard back-propagation learning algorithm has been applied to predict the energy consumption of a passive solar building for two seasons: winter and summer.
Journal ArticleDOI

Decision-making in energy planning. Application of the Electre method at regional level for the diffusion of renewable energy technology

TL;DR: The authors show an application of the multicriteria decision-making methodology used to assess an action plan for the diffusion of renewable energy technologies at regional scale, carried out for Sardinia.
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.
Related Papers (5)