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Journal ArticleDOI

A comprehensive review of data envelopment analysis (DEA) approach in energy efficiency

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TLDR
In this article, a review of 144 published scholarly papers appearing in 45 high-ranking journals between 2006 and 2015 have been obtained to achieve a comprehensive review of DEA application in energy efficiency, where the selected articles have been categorized based on year of publication; author (s) nationalities, scope of study, time duration, application area, study purpose, results and outcomes.
Abstract
The main aim of this review article is to review of DEA models in regarding to energy efficiency. This paper reviewed and summarized the different models of DEA that have been applied around the world to development of energy efficiency problems. Consequently, a review of 144 published scholarly papers appearing in 45 high-ranking journals between 2006 and 2015 have been obtained to achieve a comprehensive review of DEA application in energy efficiency. Accordingly, the selected articles have been categorized based on year of publication; author (s) nationalities, scope of study, time duration, application area, study purpose, results and outcomes. Results of this review paper indicated that DEA showed great promise to be a good evaluative tool for future analysis on energy efficiency issues, where the production function between the inputs and outputs was virtually absent or extremely difficult to acquire.

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Journal ArticleDOI

Measuring the Efficiency of Energy and Carbon Emissions: A Review of Definitions, Models, and Input-Output Variables

TL;DR: The importance and urgency of improving energy and carbon emissions efficiency in mitigating climate change and achieving carbon neutrality have become an increasingly relentless focus in recent years as mentioned in this paper , from the perspective of production economics.
Journal ArticleDOI

Performance evaluation of solar mini-grids in Bangladesh: A two-stage Data Envelopment Analysis

TL;DR: This study is the first to provide a benchmark based comparative analysis of off- grid solar mini-grids, proposing financial and technical performance parameters specifically applicable to the off-grid context.
Journal ArticleDOI

Examining the Relationship between Energy Consumption and Unfavorable CO2 Emissions on Sustainable Development by Going through Various Violated Factors and Stochastic Disturbance–Based on a Three-Stage SBM-DEA Model

Weng Cheun Fong, +2 more
- 13 Jan 2022 - 
TL;DR: Wang et al. as mentioned in this paper applied a three-stage Slacks-Based Measure-Data Envelopment Analysis (SBM-DEA) pattern to examine the relationship between energy consumption and unfavorable CO2 emissions on green sustainable development, for the 11 cities of the Guangdong-Hong Kong-Macao Greater Bay Area (GBA) during 2010-2016, by going through various violated factors and stochastic disturbance.
Journal ArticleDOI

Simulation of the Energy Efficiency Auction Prices via the Markov Chain Monte Carlo Method

TL;DR: An approach to generate samples of auction energy prices in the energy efficiency market, using the MCMC method through the Metropolis–Hastings algorithm is presented and the results show that this approach can be used to generate energy price samples.
Journal ArticleDOI

An extended data envelopment analysis for the decision-making

TL;DR: This work proposes an extended data envelopment analysis to evaluate the efficiency of decision making units with historical input and output data and introduces an algorithm based on the binary search tree in the model to choose the sample standard that has similar behavior with the evaluated decision making unit.
References
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Journal Article

Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.

TL;DR: The QUOROM Statement (QUality Of Reporting Of Meta-analyses) as mentioned in this paper was developed to address the suboptimal reporting of systematic reviews and meta-analysis of randomized controlled trials.
Journal ArticleDOI

Measuring the efficiency of decision making units

TL;DR: A nonlinear (nonconvex) programming model provides a new definition of efficiency for use in evaluating activities of not-for-profit entities participating in public programs and methods for objectively determining weights by reference to the observational data for the multiple outputs and multiple inputs that characterize such programs.
Journal ArticleDOI

Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

TL;DR: PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) is introduced, an update of the QUOROM guidelines for reporting systematic reviews and meta-analyses.
Journal ArticleDOI

The Measurement of Productive Efficiency

M. J. Farrell
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