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相关论文: Causal Effect Estimation with Global Probabilistic…

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The COVID-19 crisis is profoundly influencing the global economic framework due to restrictive measures adopted by governments worldwide. Finding real-time data to correctly quantify this impact is very significant but not as…

物理与社会 · 物理学 2021-03-30 Paolo Scarabaggio , Massimo La Scala , Raffaele Carli , Mariagrazia Dotoli

Understanding how efforts to limit exposure to COVID-19 have altered electricity demand provides insights not only into how dramatic restrictions shape electricity demand but also about future electricity use in a post-COVID-19 world. We…

We explore the causal relationship between COVID-19 lockdown policies and changes in personal computer usage. In particular, we examine how lockdown policies affected average daily computer usage, as well as how it affected usage patterns…

应用统计 · 统计学 2025-03-14 Mingjia Zhu , Lechuan Wang , Julien Sebot , Bijan Arbab , Babak Salimi , Alexander Cloninger

The negative demand shock due to the COVID-19 lockdown has reduced net demand for electricity -- system demand less amount of energy produced by intermittent renewables, hydroelectric units, and net imports -- that must be served by…

综合经济学 · 经济学 2025-09-29 Christoph Graf , Federico Quaglia , Frank A. Wolak

Economic shocks due to Covid-19 were exceptional in their severity, suddenness and heterogeneity across industries. To study the upstream and downstream propagation of these industry-specific demand and supply shocks, we build a dynamic…

The abrupt outbreak of the COVID-19 pandemic was the most significant event in 2020, which had profound and lasting impacts across the world. Studies on energy markets observed a decline in energy demand and changes in energy consumption…

信号处理 · 电气工程与系统科学 2021-10-04 Ziyun Wang , Hao Wang

The article covers electricity demand shift effects due to COVID-19 shutdowns in various European countries. We utilize high-dimensional regression techniques to exploit the structural breaks in demand profiles due to the shutdowns. We…

物理与社会 · 物理学 2021-02-02 Michał Narajewski , Florian Ziel

The demand for electricity is undergoing considerable spatial and temporal change. With the uptake of efficient technologies and increased electrification, a better understanding of how potential changes in demand patterns can affect…

系统与控制 · 电气工程与系统科学 2020-08-13 Conrad Zorn , Elco Koks , Sven Eggimann

To reduce the impact of COVID-19 pandemic most countries have implemented several counter-measures to control the virus spread including school and border closing, shutting down public transport and workplace and restrictions on gathering.…

社会与信息网络 · 计算机科学 2020-09-14 Ahmed Ben Said , Abdelkarim Erradi , Hussein Aly , Abdelmonem Mohamed

The coronavirus disease 2019 (COVID-19) pandemic has urged many governments in the world to enforce a strict lockdown where all nonessential businesses are closed and citizens are ordered to stay at home. One of the consequences of this…

应用统计 · 统计学 2020-09-15 David Obst , Joseph de Vilmarest , Yannig Goude

Electrical energy is a vital part of modern life, and expectations for grid resilience to allow a continuous and reliable energy supply has tremendously increased even during adverse events (e.g., Ukraine cyber-attack, Hurricane Maria). The…

机器学习 · 计算机科学 2021-08-10 Hossein Noorazar , Anurag. k. Srivastava , K. Sadanandan Sajan , Sanjeev Pannala

The COVID-19 pandemic has caused more than 8 million confirmed cases and 500,000 death to date. In response to this emergency, many countries have introduced a series of social-distancing measures including lockdowns and businesses'…

综合经济学 · 经济学 2020-07-08 Carlo Fezzi , Valeria Fanghella

As of May 2022, the coronavirus disease 2019 (COVID-19) still has a severe global impact on people's lives. Previous studies have reported that COVID-19 decreased the electricity demand in early 2020. However, our study found that the…

计量经济学 · 经济学 2022-06-07 Yasunobu Wakashiro

Urgent care clinics and emergency departments around the world periodically suffer from extended wait times beyond patient expectations due to inadequate staffing levels. These delays have been linked with adverse clinical outcomes.…

机器学习 · 计算机科学 2022-05-27 Paula Maddigan , Teo Susnjak

Natural and anthropogenic disasters frequently affect both the supply and demand side of an economy. A striking recent example is the Covid-19 pandemic which has created severe disruptions to economic output in most countries. These direct…

综合经济学 · 经济学 2021-05-06 Anton Pichler , J. Doyne Farmer

During the COVID-19 pandemic of 2019/2020, authorities have used temporary ad-hoc policy measures, such as lockdowns and mass quarantines, to slow its transmission. However, the consequences of widespread use of these unprecedented measures…

The COVID-19 crisis has shown that we can only prevent the risk of mass contagion through timely, large-scale, coordinated, and decisive actions. However, frequently the models used by experts [from whom decision-makers get their main…

应用统计 · 统计学 2021-03-08 Mauricio Herrera

Intervention policies against COVID-19 have caused large-scale disruptions globally, and led to a series of pattern changes in the power system operation. Analyzing these pandemic-induced patterns is imperative to identify the potential…

系统与控制 · 电气工程与系统科学 2022-05-17 Guangchun Ruan , Zekuan Yu , Shutong Pu , Songtao Zhou , Haiwang Zhong , Le Xie , Qing Xia , Chongqing Kang

After the onset of the recent COVID-19 pandemic, a number of studies reported on possible changes in electricity consumption trends. The overall theme of these reports was that ``electricity use has decreased during the pandemic, but the…

应用统计 · 统计学 2020-08-20 Duzgun Agdas , Prabir Barooah

Long-term planning of a robust power system requires the understanding of changing demand patterns. Electricity demand is highly weather sensitive. Thus, the supply side variation from introducing intermittent renewable sources, juxtaposed…

机器学习 · 计算机科学 2022-09-13 Reshmi Ghosh , Michael Craig , H. Scott Matthews , Constantine Samaras , Laure Berti-Equille
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