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The progress, impact analysis, challenges and new perceptions for electric power and energy sectors in the light of the COVID-19 pandemic. SUSTAINABLE ENERGY, GRIDS AND NETWORKS 2022; 31. [PMCID: PMC9765389 DOI: 10.1016/j.segan.2022.100728] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Understanding the COVID-19 crisis that arose in 2019 is a significant important case study to prepare scenarios and meet electrical energy consumption and high renewable energy production (REP), especially in the context of the power systems. Although many researchers have investigated the medical field and electric power sectors associated with the COVID-19 pandemic, critical factors affecting the development of the REP like electric demand, power system, electric markets, economy, and environment have are still not studied in great detail. In this perspective, this paper analyses the impact of the COVID-19 outbreak on the development of the REP, electrical energy consumption, power system maintenance, electric markets, energy demand, ongoing investment projects/investment plans, economy and renewable energy sectors. Estimation of energy demand based on cooling degree days (CDDs) and heating degree days (HDDs) methods has been examined and contrasted with the same period in prior years to observe electricity consumption Besides, climate change and energy efficiency or energy intensity related to the energy demand have been investigated and analysed before and following the pandemic. Some important energy statistical data is addressed and examined in detail. In addition to these, various critical factors such as driver and barrier forces affecting the REP has been discussed during lockdown restrictions of the COVID-19. These findings will help researchers and academicians to analyse the far-reaching implications of the COVID-19 outbreak on the energy demand and contribute to figuring out and plan higher renewables share scenarios and power system management issues.
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Zahraee SM, Shiwakoti N, Stasinopoulos P. Agricultural biomass supply chain resilience: COVID-19 outbreak vs. sustainability compliance, technological change, uncertainties, and policies. CLEANER LOGISTICS AND SUPPLY CHAIN 2022. [PMCID: PMC9013176 DOI: 10.1016/j.clscn.2022.100049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
The COVID-19 pandemic has caused a confounding collection of transportation, supply chains, and logistical disruptions, which needs to be well addressed by businesses and governments. During this pandemic, several researchers have concentrated on the sustainability and resilience of supply chains in various industry sectors. Nevertheless, the impacts of the pandemic on sustainability pillars, technological change and uncertainties, and resilience approaches in various sectors have not been clarified yet. More specifically, the agricultural biomass sector has experienced serious disruptions induced by the COVID-19. This paper aims to analyze and assess the agricultural biomass supply and production systems during the COVID-19 and their recovery in post-COVID-19. To the best of our knowledge, this is the first study to evaluate the economic, environmental, social, and technological change effects of the COVID-19 on Biomass Supply Chain resilience. Uncertainties of oil and palm energy demand, price, consumption, export, and production of leading producers and suppliers worldwide are analyzed considering the pre-COVID-19 and current COVID-19 period. It is then followed by recommendations for specific strategies, policies for the biomass industry, and general action plan to overcome the problems of resilience in medium, short, and long-term horizon plans. The findings from this study are valuable resources for the governments, biomass industry, and other stakeholders to provide cleaner post-pandemic energy production and supply and enhance the employees’ engagement.
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Towards smart energy systems – A survey about the impact of COVID-19 pandemic on renewable energy research. ENERGY STRATEGY REVIEWS 2022; 41:100845. [PMCID: PMC9010233 DOI: 10.1016/j.esr.2022.100845] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Revised: 03/01/2022] [Accepted: 04/10/2022] [Indexed: 06/15/2023]
Abstract
The COVID-19 pandemic has a significant impact on renewable energy. This work investigates the effect of pandemic on the renewable energy research from four aspects: the regional cooperation model of renewable energy research, the research hotspots of renewable energy during the pandemic, the development trend of renewable energy research hotspots in the post-pandemic, policy recommendations for development in the post-epidemic era. Systematic literature review (SLR), latent semantic analysis (LSA), and machine learning–based analysis (principle component analysis) are used to analyze the relevant literature on the COVID-19 and renewable energy in the Scopus database. The results of geographic visualization analysis show the COVID-19 pandemic has not hindered but promoted bilateral cooperation in the field of renewable energy among the " the Belt and Road " partner countries, with China at the core. The results of visual analysis of research hotspots show the research in the field of renewable energy during pandemics is divided into two categories: “opportunities” and “crisis”, and further obtained five categories: sustainable development, environmental management, carbon emission, solar photovoltaic power, and wind power. The results of the keyword evolution map indicate the two main directions of renewable energy research in the post-pandemic: (1) Clean energy investment has become an important measure to revitalize the economy after the epidemic. (2) Energy efficiency research will effectively promote the sustainable development of renewable energy. Finally, we put forward policy suggestions on how to build a smart energy system in the post-epidemic era.
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Costa VBF, Pereira LC, Andrade JVB, Bonatto BD. Future assessment of the impact of the COVID-19 pandemic on the electricity market based on a stochastic socioeconomic model. APPLIED ENERGY 2022; 313:118848. [PMID: 35250149 PMCID: PMC8888072 DOI: 10.1016/j.apenergy.2022.118848] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 02/05/2022] [Accepted: 02/25/2022] [Indexed: 05/05/2023]
Abstract
This paper proposes a time-series stochastic socioeconomic model for analyzing the impact of the pandemic on the regulated distribution electricity market. The proposed methodology combines the optimized tariff model (socioeconomic market model) and the random walk concept (risk assessment technique) to ensure robustness/accuracy. The model enables both a past and future analysis of the impact of the pandemic, which is essential to prepare regulatory agencies beforehand and allow enough time for the development of efficient public policies. By applying it to six Brazilian concession areas, results demonstrate that consumers have been/will be heavily affected in general, mainly due to the high electricity tariffs that took place with the pandemic, overcoming the natural trend of the market. In contrast, the model demonstrates that the pandemic did not/will not significantly harm power distribution companies in general, mainly due to the loan granted by the regulator agency, named COVID-account. Socioeconomic welfare losses averaging 500 (MR$/month) are estimated for the equivalent concession area, i.e., the sum of the six analyzed concession areas. Furthermore, this paper proposes a stochastic optimization problem to mitigate the impact of the pandemic on the electricity market over time, considering the interests of consumers, power distribution companies, and the government. Results demonstrate that it is successful as the tariffs provided by the algorithm compensate for the reduction in demand while increasing the socioeconomic welfare of the market.
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Key Words
- AEGs, autonomous energy grids
- ANEEL, National Electricity Agency (Brazilian regulatory agency)
- CGE, computable general equilibrium
- CNN, convolutional neural network
- COVID-19 pandemic
- DG, distributed generation
- ECA, economic consumer added (consumers' surplus)
- ESS, energy storage systems
- EVA, economic value added (regulated power distribution company's surplus)
- EWA, economic wealth added (socioeconomic welfare)
- FEE, financial economical equilibrium
- GDP, gross domestic product
- HVAC, heating, ventilation, and air-conditioning
- IOT, internet of things
- LEAP, Low Emissions Analysis Platform
- ML, machine learning
- MR$, Brazilian currency multiplied by 106
- PM, particulate matter
- Public policies
- Regulated electricity market
- Risk assessment
- Stochastic socioeconomic model
- TAROT, optimized tariff
- VaR, value at risk
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Affiliation(s)
- Vinicius B F Costa
- Institute of Electrical Systems and Energy, Federal University of Itajuba, Itajuba, MG 37500-903, Brazil
| | - Lígia C Pereira
- Institute of Electrical Systems and Energy, Federal University of Itajuba, Itajuba, MG 37500-903, Brazil
| | - Jorge V B Andrade
- Institute of Electrical Systems and Energy, Federal University of Itajuba, Itajuba, MG 37500-903, Brazil
| | - Benedito D Bonatto
- Institute of Electrical Systems and Energy, Federal University of Itajuba, Itajuba, MG 37500-903, Brazil
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Lazo J, Aguirre G, Watts D. An impact study of COVID-19 on the electricity sector: A comprehensive literature review and Ibero-American survey. RENEWABLE & SUSTAINABLE ENERGY REVIEWS 2022; 158:112135. [PMID: 35039746 PMCID: PMC8755451 DOI: 10.1016/j.rser.2022.112135] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 12/25/2021] [Accepted: 01/11/2022] [Indexed: 06/02/2023]
Abstract
To stop the spread of COVID-19, governments have implemented confinement measures unprecedented in modern society. One of the main consequences has been the paralysis of commercial and industrial sectors worldwide, primary electricity consumers. This paper examines the impact of these measures on the electricity sector through a literature review accompanied by fieldwork on the impact of COVID-19 in Ibero-America and its energy regulatory response. First, we will review the causes of the reduction in electricity demand due to the confinement measures and their technical and financial consequences in the electricity sector. Second, we will examine the impact of COVID-19 on the wind and solar PV energy sectors, mainly affected by the paralysis of production and export of materials and components. Third, we will revise the regulatory measures implemented by the countries to avoid the interruption of electricity supply to households. This paper will end by reviewing economic recovery plans and their relationship to the energy transition. Although there are no fundamental differences between developed and developing countries in their regulatory reaction to this crisis in the energy sector, there are significant differences in economic recovery planning. While developed countries aim for a green economic recovery and the creation of green jobs, developing countries are allocating least resources to social protection and general economic stimulus programs, postponing climate objectives. In Latin America, this adds to the high levels of debt faced by utilities and the possible resurgence of social crises that were stopped by the COVID-19 outbreak, making a green recovery even more difficult.
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Affiliation(s)
- Joaquín Lazo
- Department of Electrical Engineering, Pontificia Universidad Católica de Chile, Vicuña Mackenna 4860, Macul, Santiago, 7820436, Chile
| | - Gerson Aguirre
- Department of Electrical Engineering, Pontificia Universidad Católica de Chile, Vicuña Mackenna 4860, Macul, Santiago, 7820436, Chile
| | - David Watts
- Department of Electrical Engineering, Pontificia Universidad Católica de Chile, Vicuña Mackenna 4860, Macul, Santiago, 7820436, Chile
- Escuela Iberoamericana de Regulación Eléctrica EIRE-UC, Vicuña Mackenna 4860, Santiago, 7820436, Chile
- UC Energy Research Center, Vicuña Mackenna 4860, Macul, Santiago, 7820436, Chile
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Jiang P, Fan YV, Klemeš JJ. Impacts of COVID-19 on energy demand and consumption: Challenges, lessons and emerging opportunities. APPLIED ENERGY 2021; 285:116441. [PMID: 33519038 PMCID: PMC7834155 DOI: 10.1016/j.apenergy.2021.116441] [Citation(s) in RCA: 125] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Revised: 12/16/2020] [Accepted: 01/03/2021] [Indexed: 05/15/2023]
Abstract
COVID-19 has caused great challenges to the energy industry. Potential new practices and social forms being facilitated by the pandemics are having impacts on energy demand and consumption. Spatial and temporal heterogeneities of impacts appear gradually due to the dynamics of pandemics and mitigation measures. This paper overviews the impacts and challenges of COVID-19 pandemics on energy demand and consumption and highlights energy-related lessons and emerging opportunities. The discussion on energy-related issues is divided into four main sections: emergency situation and its impacts, environmental impacts and stabilising energy demand, recovering energy demand, and lessons and emerging opportunities. The changes in energy requirements are compared and analysed from multiple perspectives according to available data and information. In general, although the overall energy demand declines, the spatial and temporal variations are complicated. The energy intensity has presented apparent changes, the extra energy for COVID-19 fighting is non-negligible for stabilising energy demand, and the energy recovery in different regions presents significant differences. A crucial issue has been to allocate and find energy-related emerging opportunities for the post pandemics. This study could offer a direction in opening new avenues for increasing energy efficiency and promoting energy saving.
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Affiliation(s)
- Peng Jiang
- Department of Systems Science, Institute of High Performance Computing, Agency for Science, Technology and Research (ASTAR), Singapore 138632, Singapore
| | - Yee Van Fan
- Sustainable Process Integration Laboratory - SPIL, NETME Centre, Faculty of Mechanical Engineering, Brno University of Technology - VUT Brno, Technická 2896/2, 616 69 Brno, Czech Republic
| | - Jiří Jaromír Klemeš
- Sustainable Process Integration Laboratory - SPIL, NETME Centre, Faculty of Mechanical Engineering, Brno University of Technology - VUT Brno, Technická 2896/2, 616 69 Brno, Czech Republic
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Effects of the COVID-19 Pandemic on Energy Systems and Electric Power Grids—A Review of the Challenges Ahead. ENERGIES 2021. [DOI: 10.3390/en14041056] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
The COVID-19 pandemic represents not just a global health crisis, but may signal the beginning of a new era of economic activity, the potential consequences of which we currently do not fully understand. In this context, the mid-to-long-range impacts of the pandemic on the energy sector have been studied extensively in the last few months. Despite these efforts, the pandemic still raises many open questions concerning the long-term operation and planning of power systems. For instance, how will the pandemic affect the integration of renewable energy sources? Should current power system expansion plans change in light of the COVID-19 pandemic? What new tools should be provided to support system operators during global health crises? It is the purpose of this paper to better understand the many aspects of these open questions by reviewing the relevant recent literature and by analyzing measured data. We point out the main challenges that the pandemic introduced by presenting patterns of electricity generation and demand, frequency deviations, and load forecasting. Moreover, we suggest directions for future research that may assist in coping with the mentioned challenges. We hope that this paper will trigger fruitful discussions and encourage further research on these important emerging topics.
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The Immediate Impacts of COVID-19 on European Electricity Systems: A First Assessment and Lessons Learned. ENERGIES 2020. [DOI: 10.3390/en14010096] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The worldwide spread of the COVID-19 pandemic in 2020 forced most countries to intervene with policies and actions—including lockdowns, social-distancing and smart working measures—aimed at mitigating the health system and socio-economic disruption risks. The electricity sector was impacted as well, with performance largely reflecting the changes in the industrial and commercial sectors operations and in the social behavior patterns. The most immediate consequences concerned the power demand profiles, the generation mix composition and the electricity price trends. As a matter of fact, the electricity sectors experienced a foretaste of the future, with higher renewable energy penetration and concerns for security of supply. This paper presents a systemic approach toward assessing the impacts of the COVID-19 pandemic on the power sector. This is aimed at supporting decision making—particularly for policy makers, regulators, and system operators—by quantifying shorter term effects and identifying longer term impacts of the pandemic waves on the power system. Various metrics are defined in different areas—system operation, security, and electricity markets—to quantify those impacts. The methodology is finally applied to the European power system to produce a comparative assessment of the effects of the lockdown in the European context.
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Ospina J, Liu X, Konstantinou C, Dvorkin Y. On the Feasibility of Load-Changing Attacks in Power Systems During the COVID-19 Pandemic. IEEE ACCESS : PRACTICAL INNOVATIONS, OPEN SOLUTIONS 2020; 9:2545-2563. [PMID: 34812376 PMCID: PMC8545244 DOI: 10.1109/access.2020.3047374] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 12/18/2020] [Indexed: 05/21/2023]
Abstract
The electric power grid is a complex cyberphysical energy system (CPES) in which information and communication technologies (ICT) are integrated into the operations and services of the power grid infrastructure. The growing number of Internet-of-things (IoT) high-wattage appliances, such as air conditioners and electric vehicles, being connected to the power grid, together with the high dependence of ICT and control interfaces, make CPES vulnerable to high-impact, low-probability load-changing cyberattacks. Moreover, the side-effects of the COVID-19 pandemic demonstrate a modification of electricity consumption patterns with utilities experiencing significant net-load and peak reductions. These unusual sustained low load demand conditions could be leveraged by adversaries to cause frequency instabilities in CPES by compromising hundreds of thousands of IoT-connected high-wattage loads. This article presents a feasibility study of the impacts of load-changing attacks on CPES during the low loading conditions caused by the lockdown measures implemented during the COVID-19 pandemic. The load demand reductions caused by the lockdown measures are analyzed using dynamic mode decomposition (DMD), focusing on the March-to-July 2020 period and the New York region as the most impacted time period and location in terms of load reduction due to the lockdowns being in full execution. Our feasibility study evaluates load-changing attack scenarios using real load consumption data from the New York Independent System Operator (NYISO) and shows that an attacker with sufficient knowledge and resources could be capable of producing frequency stability problems, with frequency excursions going up to 60.5 Hz and 63.4 Hz, when no mitigation measures are taken.
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Affiliation(s)
- Juan Ospina
- Center for Advanced Power Systems, FAMU-FSU College of EngineeringFlorida State UniversityTallahasseeFL32310USA
| | - Xiaorui Liu
- Center for Advanced Power Systems, FAMU-FSU College of EngineeringFlorida State UniversityTallahasseeFL32310USA
| | - Charalambos Konstantinou
- Center for Advanced Power Systems, FAMU-FSU College of EngineeringFlorida State UniversityTallahasseeFL32310USA
| | - Yury Dvorkin
- Department of Electrical and Computer EngineeringCenter for Urban Science and ProgressNew York UniversityBrooklynNY11201USA
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Cheshmehzangi A. COVID-19 and household energy implications: what are the main impacts on energy use? Heliyon 2020; 6:e05202. [PMID: 33052318 PMCID: PMC7544699 DOI: 10.1016/j.heliyon.2020.e05202] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 09/30/2020] [Accepted: 10/06/2020] [Indexed: 01/23/2023] Open
Abstract
This study explores the impacts of COVID-19 on household energy use. Some of these impacts are associated with longer-term energy demand changes and some could just be temporary. The study intends to present the results of a small pilot study conducted in China, by addressing household energy use. The samples are from 352 households and particularly focus on primary energy use in three periods of pre-pandemic (and pre-lockdown), start of COVID-19 outbreak and lockdown, and post lockdown. Each period is identified as a timeframe of 2.5 months, from November 2019 to late June 2020. The samples of this study highlight the primary implications of energy use, some that are understood as interim changes and some that may appear to be more prolonged. The results from the study highlight a variety of impacts on household energy use as well as prolonged impacts on transportation use. The primary household energy use are assessed in six fundamental elements of (1) transportation for commuting and leisure (for both private and public modes), (2) cooking, (3) entertainment, (4) heating and cooling, (5) lighting, and (6) the others. The results are summarized in three sections focused on major impacts on transportation use (comparison between private and public modes), cooking and entertainment, heating/cooling and lighting. The results could provide early suggestions for cities/regions that are experiencing longer lockdown. Furthermore, this study provides insights for larger-scale research in assessing household energy use/demand during times of health emergency and crises, such as the event of a pandemic.
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Affiliation(s)
- Ali Cheshmehzangi
- Department of Architecture and Built Environment, University of Nottingham Ningbo China, Ningbo, China
- Centre for Sustainable Energy Technologies, University of Nottingham Ningbo China, Ningbo, China
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