中文
相关论文

相关论文: Recent Decade's Power Outage Data Reveals the Incr…

200 篇论文

Power outages have become increasingly frequent, intense, and prolonged in the US due to climate change, aging electrical grids, and rising energy demand. However, largely due to the absence of granular spatiotemporal outage data, we lack…

计算机与社会 · 计算机科学 2024-10-30 Junwei Ma , Bo Li , Olufemi A. Omitaomu , Ali Mostafavi

Prolonged power outages debilitate the economy and threaten public health. Existing research is generally limited in its scope to a single event, an outage cause, or a region. Here, we provide one of the most comprehensive analyses of U.S.…

应用统计 · 统计学 2021-07-21 Aman Ankit , Zhanlin Liu , Scott B. Miles , Youngjun Choe

Climate-driven power outages pose a growing threat to U.S. grid reliability, yet empirical outage studies and interdependency-based resilience analyses are rarely integrated. This paper presents a data-driven framework that integrates…

应用统计 · 统计学 2026-05-19 Yoneke Graham , Gelila Webster , Tina Tran , Sohini Roy

In recent decades, the weather around the world has become more irregular and extreme, often causing large-scale extended power outages. Resilience -- the capability of withstanding, adapting to, and recovering from a large-scale disruption…

应用统计 · 统计学 2025-08-06 Shixiang Zhu , Rui Yao , Yao Xie , Feng Qiu , Yueming Qiu , Xuan Wu

The multifaceted nature of disaster impact shows that densely populated areas contribute more to aggregate burden, while sparsely populated but heavily affected regions suffer disproportionately at the individual level. This study…

物理与社会 · 物理学 2025-09-09 Xiangpeng Li , Junwei Ma , Bo Li , Ali Mostafavi

The size distributions of power outages are shown to depend on the stress, or the proximity of the load of an electrical grid to complete breakdown. Using the data for the U.S. between 2002-2017, we show that the outage statistics are…

物理与社会 · 物理学 2020-02-12 Soumyajyoti Biswas , Lucas Goehring

This paper presents a data-driven approach for quantifying the resilience of distribution power grids to extreme weather events using two key metrics: (a) the number of outages and (b) restoration time. The method leverages historical…

系统与控制 · 电气工程与系统科学 2025-08-19 Dingwei Wang , Salish Maharjan , Junyuan Zheng , Liming Liu , Zhaoyu Wang

Power grid outages cause huge economical and societal costs. Disruptions in the power distribution grid are responsible for a significant fraction of electric power unavailability to customers. The impact of extreme weather conditions,…

系统与控制 · 计算机科学 2015-06-30 Yakup Koc , Abhishek Raman , Martijn Warnier , Tarun Kumar

The energy sector in the United States is ever more vulnerable to extreme climatic hazards, leading to multiple hazard-induced and managed power outages. Utility companies reportedly prioritize the restoration of power systems based on the…

物理与社会 · 物理学 2024-03-28 Natalie Coleman , Amir Esmalian , Cheng-Chun Lee , Eulises Gonzales , Pranik Koirala , Ali Mostafavi

In recent years, increasingly unpredictable and severe global weather patterns have frequently caused long-lasting power outages. Building resilience, the ability to withstand, adapt to, and recover from major disruptions, has become…

机器学习 · 统计学 2024-11-27 Hanyang Jiang , Yao Xie , Feng Qiu

Power outages caused by extreme weather events, such as hurricanes, can significantly disrupt essential services and delay recovery efforts, underscoring the importance of enhancing our infrastructure's resilience. This study investigates…

信息检索 · 计算机科学 2024-07-16 Avishek Bose , Sangkeun Lee , Narayan Bhusal , Supriya Chinthavali

We consider power line outages in the transmission system of the power grid, and specifically those caused by a natural disaster or a large scale physical attack. In the transmission system, an outage of a line may lead to overload on other…

系统与控制 · 计算机科学 2012-06-07 Andrey Bernstein , Daniel Bienstock , David Hay , Meric Uzunoglu , Gil Zussman

Natural disasters such as hurricanes, wildfires, and winter storms have induced large-scale power outages in the U.S., resulting in tremendous economic and societal impacts. Accurately predicting power outage recovery and impact is key to…

机器学习 · 计算机科学 2025-11-17 Chenghao Duan , Chuanyi Ji

Electrical outages continue to occur despite technological innovations and improvements to electric power distribution infrastructure. In this paper, we describe a tool that was designed to acquire and collect data on electric power outages…

计算机与社会 · 计算机科学 2022-02-23 Samuel Eckstrom , Graham Murphy , Eileen Ye , Samrat Acharya , Robert Mieth , Yury Dvorkin

Despite society's strong dependence on electricity, power outages remain prevalent. Standard methods for directly measuring power availability are complex, often inaccurate, and are prone to attack. This paper explores an alternative…

网络与互联网体系结构 · 计算机科学 2019-12-10 Niloofar Bayat , Kunal Mahajan , Sam Denton , Vishal Misra , Dan Rubenstein

Modern grid monitoring equipment enables utilities to collect detailed records of power interruptions. These data are aggregated to compute publicly reported metrics describing high-level characteristics of grid performance. The current…

物理与社会 · 物理学 2019-01-14 Laurel N. Dunn , Michael D. Sohn , Kristina Hamachi Lacommare , Joseph H. Eto

In order to identify the extent to which results from topological graph models are useful for modeling vulnerability in electricity infrastructure, we measure the susceptibility of power networks to random failures and directed attacks…

物理与社会 · 物理学 2015-03-13 Paul Hines , Eduardo Cotilla-Sanchez , Seth Blumsack

Systems for the generation and distribution of electrical power represents critical infrastructure and, when extreme weather events disrupt such systems, this imposes substantial costs on consumers. These costs can be conceptualized as…

计算工程、金融与科学 · 计算机科学 2025-09-09 Xiangpeng Li , Mona Ahmadiani , Richard Woodward , Bo Li , Arnold Vedlitz , Ali Mostafavi

The increasing frequency and intensity of extreme weather events is significantly affecting the power grid, causing large-scale outages and impacting power system resilience. Yet limited work has been done on systematically modeling the…

系统与控制 · 电气工程与系统科学 2025-11-06 Apsara Adhikari , Charlotte Wertz , Anamika Dubey , Arslan Ahmad , Ian Dobson

Power grids exhibit patterns of reaction to outages similar to complex networks. Blackout sequences follow power laws, as complex systems operating near a critical point. Here, the tolerance of electric power grids to both accidental and…

物理与社会 · 物理学 2009-03-23 S. Arianos , E. Bompard , A. Carbone , F. Xue
‹ 上一页 1 2 3 10 下一页 ›