AHP-Assisted Multi-Criteria Decision-Making Model for Planning of Microgrids

Shabbir S. Bohra, Amjad Anvari-Moghaddam, Behnam Mohammadi-Ivatloo

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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Resumé

The planning stage of any project, could it be for an industry, a commercial or energy supply system, has crucial significance and involves judicious contribution from field experts to decision makers (DM). The objective of this paper is presenting a model for planning of energy sources for microgrid using multi-criteria decision making (MCDM) based on analytic hierarchic process (AHP) approach. For developing a model, an educational institution’s electrical energy load demand has been considered as reference. In this assessment, the main-utility grid as the primary source of electricity, alongside conventional sources like diesel generator (DG), gas-based combined heat-and-power (CHP) with absorption chiller to meet cooling demand of facility is taken into account. Moreover, proven and comparatively most environmentally friendly renewable energy sources, such as solar photovoltaic (PV) together with battery energy storage system (BESS) have been taken into account. Moreover, the assessment and evaluation for prioritization of energy sources based on critical criteria or attributes and their associated sub-criteria have been judged to make decision. In this model, most of the critically influencing criteria, such as economic, technical, structural, operational and maintenance, environmental and societal aspects are being focused on. In total, nine alternatives- combinations of grid and other energy source(s)-are identified to form the microgrid. The weight score for each combination of sources is computed for each of the 22 criteria and could be presented DMs to enlist priority of alternatives to choose from.
OriginalsprogEngelsk
TitelProceedings of IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society
Antal sider6
ForlagIEEE Press
Publikationsdatookt. 2019
StatusUdgivet - okt. 2019
BegivenhedIECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society - Lisbon, Portugal
Varighed: 14 okt. 201917 okt. 2019

Konference

KonferenceIECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society
LandPortugal
ByLisbon
Periode14/10/201917/10/2019

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Decision making
Planning
Gas generators
Dynamic loads
Energy storage
Electricity
Cooling
Economics
Industry
Hot Temperature

Citer dette

Bohra, S. S., Anvari-Moghaddam, A., & Mohammadi-Ivatloo, B. (2019). AHP-Assisted Multi-Criteria Decision-Making Model for Planning of Microgrids. I Proceedings of IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society IEEE Press.
Bohra, Shabbir S. ; Anvari-Moghaddam, Amjad ; Mohammadi-Ivatloo, Behnam . / AHP-Assisted Multi-Criteria Decision-Making Model for Planning of Microgrids. Proceedings of IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society. IEEE Press, 2019.
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title = "AHP-Assisted Multi-Criteria Decision-Making Model for Planning of Microgrids",
abstract = "The planning stage of any project, could it be for an industry, a commercial or energy supply system, has crucial significance and involves judicious contribution from field experts to decision makers (DM). The objective of this paper is presenting a model for planning of energy sources for microgrid using multi-criteria decision making (MCDM) based on analytic hierarchic process (AHP) approach. For developing a model, an educational institution’s electrical energy load demand has been considered as reference. In this assessment, the main-utility grid as the primary source of electricity, alongside conventional sources like diesel generator (DG), gas-based combined heat-and-power (CHP) with absorption chiller to meet cooling demand of facility is taken into account. Moreover, proven and comparatively most environmentally friendly renewable energy sources, such as solar photovoltaic (PV) together with battery energy storage system (BESS) have been taken into account. Moreover, the assessment and evaluation for prioritization of energy sources based on critical criteria or attributes and their associated sub-criteria have been judged to make decision. In this model, most of the critically influencing criteria, such as economic, technical, structural, operational and maintenance, environmental and societal aspects are being focused on. In total, nine alternatives- combinations of grid and other energy source(s)-are identified to form the microgrid. The weight score for each combination of sources is computed for each of the 22 criteria and could be presented DMs to enlist priority of alternatives to choose from.",
keywords = "Multi-criteria decision-making, Analytic hierarchy process, Energy sources, Microgrid, MCDM, AHP",
author = "Bohra, {Shabbir S.} and Amjad Anvari-Moghaddam and Behnam Mohammadi-Ivatloo",
year = "2019",
month = "10",
language = "English",
booktitle = "Proceedings of IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society",
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Bohra, SS, Anvari-Moghaddam, A & Mohammadi-Ivatloo, B 2019, AHP-Assisted Multi-Criteria Decision-Making Model for Planning of Microgrids. i Proceedings of IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society. IEEE Press, IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society, Lisbon, Portugal, 14/10/2019.

AHP-Assisted Multi-Criteria Decision-Making Model for Planning of Microgrids. / Bohra, Shabbir S. ; Anvari-Moghaddam, Amjad; Mohammadi-Ivatloo, Behnam .

Proceedings of IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society. IEEE Press, 2019.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

TY - GEN

T1 - AHP-Assisted Multi-Criteria Decision-Making Model for Planning of Microgrids

AU - Bohra, Shabbir S.

AU - Anvari-Moghaddam, Amjad

AU - Mohammadi-Ivatloo, Behnam

PY - 2019/10

Y1 - 2019/10

N2 - The planning stage of any project, could it be for an industry, a commercial or energy supply system, has crucial significance and involves judicious contribution from field experts to decision makers (DM). The objective of this paper is presenting a model for planning of energy sources for microgrid using multi-criteria decision making (MCDM) based on analytic hierarchic process (AHP) approach. For developing a model, an educational institution’s electrical energy load demand has been considered as reference. In this assessment, the main-utility grid as the primary source of electricity, alongside conventional sources like diesel generator (DG), gas-based combined heat-and-power (CHP) with absorption chiller to meet cooling demand of facility is taken into account. Moreover, proven and comparatively most environmentally friendly renewable energy sources, such as solar photovoltaic (PV) together with battery energy storage system (BESS) have been taken into account. Moreover, the assessment and evaluation for prioritization of energy sources based on critical criteria or attributes and their associated sub-criteria have been judged to make decision. In this model, most of the critically influencing criteria, such as economic, technical, structural, operational and maintenance, environmental and societal aspects are being focused on. In total, nine alternatives- combinations of grid and other energy source(s)-are identified to form the microgrid. The weight score for each combination of sources is computed for each of the 22 criteria and could be presented DMs to enlist priority of alternatives to choose from.

AB - The planning stage of any project, could it be for an industry, a commercial or energy supply system, has crucial significance and involves judicious contribution from field experts to decision makers (DM). The objective of this paper is presenting a model for planning of energy sources for microgrid using multi-criteria decision making (MCDM) based on analytic hierarchic process (AHP) approach. For developing a model, an educational institution’s electrical energy load demand has been considered as reference. In this assessment, the main-utility grid as the primary source of electricity, alongside conventional sources like diesel generator (DG), gas-based combined heat-and-power (CHP) with absorption chiller to meet cooling demand of facility is taken into account. Moreover, proven and comparatively most environmentally friendly renewable energy sources, such as solar photovoltaic (PV) together with battery energy storage system (BESS) have been taken into account. Moreover, the assessment and evaluation for prioritization of energy sources based on critical criteria or attributes and their associated sub-criteria have been judged to make decision. In this model, most of the critically influencing criteria, such as economic, technical, structural, operational and maintenance, environmental and societal aspects are being focused on. In total, nine alternatives- combinations of grid and other energy source(s)-are identified to form the microgrid. The weight score for each combination of sources is computed for each of the 22 criteria and could be presented DMs to enlist priority of alternatives to choose from.

KW - Multi-criteria decision-making

KW - Analytic hierarchy process

KW - Energy sources

KW - Microgrid

KW - MCDM

KW - AHP

M3 - Article in proceeding

BT - Proceedings of IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society

PB - IEEE Press

ER -

Bohra SS, Anvari-Moghaddam A, Mohammadi-Ivatloo B. AHP-Assisted Multi-Criteria Decision-Making Model for Planning of Microgrids. I Proceedings of IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society. IEEE Press. 2019