Towards robust investment decisions and policies in integrated energy systems planning: Evaluating trade-offs and risk hedging strategies for remote communities

© 2020 Policy and investment decisions in developing clean energy strategies for remote communities are subject to multiple uncertainties that impact overall strategy outcomes, including those related to environmental emissions and energy costs. In this context, robust modeling approaches are requir...

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Main Authors: MR Quitoras, P Cabrera, PE Campana, Paul Rowley, C Crawford
Format: Other Non-Article Part of Journal/Newspaper
Language:unknown
Published: 2020
Subjects:
Online Access:https://figshare.com/articles/journal_contribution/Towards_robust_investment_decisions_and_policies_in_integrated_energy_systems_planning_Evaluating_trade-offs_and_risk_hedging_strategies_for_remote_communities/13514296
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spelling ftloughboroughun:oai:figshare.com:article/13514296 2023-05-15T15:15:23+02:00 Towards robust investment decisions and policies in integrated energy systems planning: Evaluating trade-offs and risk hedging strategies for remote communities MR Quitoras P Cabrera PE Campana Paul Rowley C Crawford 2020-12-16T00:00:00Z https://figshare.com/articles/journal_contribution/Towards_robust_investment_decisions_and_policies_in_integrated_energy_systems_planning_Evaluating_trade-offs_and_risk_hedging_strategies_for_remote_communities/13514296 unknown 2134/13514296.v1 https://figshare.com/articles/journal_contribution/Towards_robust_investment_decisions_and_policies_in_integrated_energy_systems_planning_Evaluating_trade-offs_and_risk_hedging_strategies_for_remote_communities/13514296 CC BY-NC-ND 4.0 CC-BY-NC-ND Mechanical Engineering Energy Electrical and Electronic Engineering Energy sovereignty Indigenous peoples Risk hedging strategies Uncertainty Robust optimization Energy policy Text Journal contribution 2020 ftloughboroughun 2022-01-01T19:15:29Z © 2020 Policy and investment decisions in developing clean energy strategies for remote communities are subject to multiple uncertainties that impact overall strategy outcomes, including those related to environmental emissions and energy costs. In this context, robust modeling approaches are required that can clarify potential outcomes while subject to such uncertainties. This work introduces a novel modeling framework that enables enhanced decision making in energy systems planning for remote communities, which for the first time takes into account context-specific decision-maker attitudes towards multiple inter-related uncertainties and various energy solution philosophies. In particular, multiple energy system configurations are evaluated by simultaneously minimizing the levelised cost of energy and fuel consumption, with a test case for a specific community in the Northwest Territories, Canada. The concept of model robustness and validity together with the stochastic nature of uncertain parameters are combined in a multi-objective optimization framework that elucidates the full spectrum of energy solutions available in such a remote Arctic context. Introducing known uncertainties in renewable energy characteristics was found to reduce overall energy yields from the renewable energy technologies. Specifically, the deterministic renewable energy penetration of 69% from a specific energy system configuration reduced to a mean of 51% after the inclusion of uncertainties via probabilistic simulation. Conversely, diesel fuel consumption increased to 750,000 L/yr (mean) from its initial deterministic value of 447,470 L/yr. Holistic energy solutions which include both supply and demand-side considerations are also analyzed. Specifically, a reduced community domestic heating load of 40% was achieved via retrofit of high performance building fabric enclosures evaluated in conjunction with renewable energy supply options. Ultimately, insights and real-world applications have been synthesized to provide coherent ... Other Non-Article Part of Journal/Newspaper Arctic Northwest Territories Loughborough University: Figshare Arctic Canada Northwest Territories
institution Open Polar
collection Loughborough University: Figshare
op_collection_id ftloughboroughun
language unknown
topic Mechanical Engineering
Energy
Electrical and Electronic Engineering
Energy sovereignty
Indigenous peoples
Risk hedging strategies
Uncertainty
Robust optimization
Energy policy
spellingShingle Mechanical Engineering
Energy
Electrical and Electronic Engineering
Energy sovereignty
Indigenous peoples
Risk hedging strategies
Uncertainty
Robust optimization
Energy policy
MR Quitoras
P Cabrera
PE Campana
Paul Rowley
C Crawford
Towards robust investment decisions and policies in integrated energy systems planning: Evaluating trade-offs and risk hedging strategies for remote communities
topic_facet Mechanical Engineering
Energy
Electrical and Electronic Engineering
Energy sovereignty
Indigenous peoples
Risk hedging strategies
Uncertainty
Robust optimization
Energy policy
description © 2020 Policy and investment decisions in developing clean energy strategies for remote communities are subject to multiple uncertainties that impact overall strategy outcomes, including those related to environmental emissions and energy costs. In this context, robust modeling approaches are required that can clarify potential outcomes while subject to such uncertainties. This work introduces a novel modeling framework that enables enhanced decision making in energy systems planning for remote communities, which for the first time takes into account context-specific decision-maker attitudes towards multiple inter-related uncertainties and various energy solution philosophies. In particular, multiple energy system configurations are evaluated by simultaneously minimizing the levelised cost of energy and fuel consumption, with a test case for a specific community in the Northwest Territories, Canada. The concept of model robustness and validity together with the stochastic nature of uncertain parameters are combined in a multi-objective optimization framework that elucidates the full spectrum of energy solutions available in such a remote Arctic context. Introducing known uncertainties in renewable energy characteristics was found to reduce overall energy yields from the renewable energy technologies. Specifically, the deterministic renewable energy penetration of 69% from a specific energy system configuration reduced to a mean of 51% after the inclusion of uncertainties via probabilistic simulation. Conversely, diesel fuel consumption increased to 750,000 L/yr (mean) from its initial deterministic value of 447,470 L/yr. Holistic energy solutions which include both supply and demand-side considerations are also analyzed. Specifically, a reduced community domestic heating load of 40% was achieved via retrofit of high performance building fabric enclosures evaluated in conjunction with renewable energy supply options. Ultimately, insights and real-world applications have been synthesized to provide coherent ...
format Other Non-Article Part of Journal/Newspaper
author MR Quitoras
P Cabrera
PE Campana
Paul Rowley
C Crawford
author_facet MR Quitoras
P Cabrera
PE Campana
Paul Rowley
C Crawford
author_sort MR Quitoras
title Towards robust investment decisions and policies in integrated energy systems planning: Evaluating trade-offs and risk hedging strategies for remote communities
title_short Towards robust investment decisions and policies in integrated energy systems planning: Evaluating trade-offs and risk hedging strategies for remote communities
title_full Towards robust investment decisions and policies in integrated energy systems planning: Evaluating trade-offs and risk hedging strategies for remote communities
title_fullStr Towards robust investment decisions and policies in integrated energy systems planning: Evaluating trade-offs and risk hedging strategies for remote communities
title_full_unstemmed Towards robust investment decisions and policies in integrated energy systems planning: Evaluating trade-offs and risk hedging strategies for remote communities
title_sort towards robust investment decisions and policies in integrated energy systems planning: evaluating trade-offs and risk hedging strategies for remote communities
publishDate 2020
url https://figshare.com/articles/journal_contribution/Towards_robust_investment_decisions_and_policies_in_integrated_energy_systems_planning_Evaluating_trade-offs_and_risk_hedging_strategies_for_remote_communities/13514296
geographic Arctic
Canada
Northwest Territories
geographic_facet Arctic
Canada
Northwest Territories
genre Arctic
Northwest Territories
genre_facet Arctic
Northwest Territories
op_relation 2134/13514296.v1
https://figshare.com/articles/journal_contribution/Towards_robust_investment_decisions_and_policies_in_integrated_energy_systems_planning_Evaluating_trade-offs_and_risk_hedging_strategies_for_remote_communities/13514296
op_rights CC BY-NC-ND 4.0
op_rightsnorm CC-BY-NC-ND
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