<abstract xmlns="http://www.w3.org/1999/xhtml"><p>The energy efficiency monitoring methods in industry are based on statistical modeling of energy consumption. In the present paper, the widely used method of energy efficiency monitoring “Monitoring and Targeting systems” has been considered, highlighting one of the most important issues — selection of the proper mathematical model of energy consumption. The paper gives a list of different models that can be applied in the corresponding systems. The numbers of criteria that estimate certain characteristics of the mathematical model are represented. The traditional criteria of model adequacy and the “additional” criteria, which allow estimating the model characteristics more precisely, are proposed for choosing the mathematical model of energy consumption in “Monitoring and Targeting systems”. In order to provide the comparison of different models by several criteria simultaneously, an approach based on Data Envelopment Analysis is proposed. Such approach allows providing a more accurate and reliable energy efficiency monitoring.</p></abstract>

The energy efficiency monitoring methods in industry are based on statistical modeling of energy consumption. In the present paper, the widely used method of energy efficiency monitoring “Monitoring and Targeting systems” has been considered, highlighting one of the most important issues — selection of the proper mathematical model of energy consumption. The paper gives a list of different models that can be applied in the corresponding systems. The numbers of criteria that estimate certain characteristics of the mathematical model are represented. The traditional criteria of model adequacy and the “additional” criteria, which allow estimating the model characteristics more precisely, are proposed for choosing the mathematical model of energy consumption in “Monitoring and Targeting systems”. In order to provide the comparison of different models by several criteria simultaneously, an approach based on Data Envelopment Analysis is proposed. Such approach allows providing a more accurate and reliable energy efficiency monitoring.

Selection Methodology of Energy Consumption Model Based on Data Envelopment Analysis

Associate Professor, National Technical University of Ukraine “Kyiv Polytechnic Institute”

Professor, Vilnius Gediminas Technical University, Center for Physical Science and Technology

Associate Professor, Telemark University College,

Ph.D. student, Vilnius Gediminas Technical University, National Technical University of Ukraine “Kyiv Polytechnic Institute”

Electrical, Control and Communication Engineering

This work is licensed under the Creative Commons Attribution 4.0 Public License.

The energy efficiency monitoring methods in industry are based on statistical modeling of energy consumption. In the present paper, the widely used method of...

Selection Methodology of Energy Consumption Model Based on Data Envelopment Analysis

Published Online: Jan 18, 2017

Page range: 5 - 12

DOI: https://doi.org/10.1515/ecce-2016-0006

Keywords
Energy consumption, Energy efficiency, Data models, Production management

© 2016 Riga Technical University

This work is licensed under the Creative Commons Attribution 4.0 Public License.

Selection Methodology of Energy Consumption Model Based on Data Envelopment Analysis

Published Online: Jan 18, 2017

Page range: 5 - 12

DOI: https://doi.org/10.1515/ecce-2016-0006

KeywordsEnergy consumption, Energy efficiency, Data models, Production management

© 2016 Riga Technical University

This work is licensed under the Creative Commons Attribution 4.0 Public License.

Keywords
Energy consumption, Energy efficiency, Data models, Production management