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The increasing intensity and frequency of wildfires are causing significant economic and societal impacts on communities through direct effects on the built environment, particularly critical infrastructure. Electrical systems can both…

系统与控制 · 电气工程与系统科学 2026-03-09 Richard Campos , Erica Fischer , Eduardo Cotilla-Sanchez

Wildfires pose an increasing threat to the safety and reliability of power systems, particularly in distribution networks located in fire-prone regions. To mitigate ignition risk from electrical infrastructure, utilities often employ safety…

系统与控制 · 电气工程与系统科学 2026-04-09 Xinyi Zhao , Prasanna Raut , Chaoyue Zhao , Alexandre Moreira

The utilities consider public safety power shut-offs imperative for the mitigation of wildfire risk. This paper presents expansion planning of power system under fire hazard weather conditions. The power lines are quantified based on the…

系统与控制 · 电气工程与系统科学 2024-09-11 Muhammad Waseem , Reza Bayani , Saeed D. Manshadi

To mitigate acute wildfire ignition risks, utilities de-energize power lines in high-risk areas. The Optimal Power Shutoff (OPS) problem optimizes line energization statuses to manage wildfire ignition risks through de-energizations while…

机器学习 · 计算机科学 2026-04-03 Weimin Huang , Ryan Piansky , Bistra Dilkina , Daniel K. Molzahn

We address the problem of maintaining high voltage power transmission networks in security at all time, namely anticipating exceeding of thermal limit for eventual single line disconnection (whatever its cause may be) by running slow, but…

机器学习 · 统计学 2018-05-04 Benjamin Donnot , Isabelle Guyon , Antoine Marot , Marc Schoenauer , Patrick Panciatici

Wildfires pose a significant threat to ecosystems, wildlife, and human communities, leading to habitat destruction, pollutant emissions, and biodiversity loss. Accurate wildfire risk prediction is crucial for mitigating these impacts and…

Wildfires pose a significant threat to the safe and reliable operations of the electric grid. To mitigate wildfire risk, system operators resort to public safety power shutoffs, or PSPS, that shed load for a subset of customers. As wildfire…

系统与控制 · 电气工程与系统科学 2024-08-09 Yuqi Zhou , Kaarthik Sundar , Deepjyoti Deka , Hao Zhu

The interaction between power systems and wildfires can be dangerous and costly. Damaged structures, load shedding, and high operational costs are potential consequences when the grid is unprepared. In fact, the operation of distribution…

最优化与控制 · 数学 2024-05-10 Felipe Piancó , Alexandre Moreira , Bruno Fanzeres , Ruiwei Jiang , Chaoyue Zhao , Miguel Heleno

Over the past decade, the number of wildfire has increased significantly around the world, especially in the State of California. The high-level concentration of greenhouse gas (GHG) emitted by wildfires aggravates global warming that…

机器学习 · 计算机科学 2021-08-23 Sifat Chowdhury , Kai Zhu , Yu Zhang

In the last decade, wildfires have become wider and more destructive. The climate change and the growth of urban areas may further increase the probability of incidence of large-scale fires. The risk of fire can be lowered with preventive…

组合数学 · 数学 2021-03-19 Marc Demange , Alessia Di Fonso , Gabriele Di Stefano , Pierpaolo Vittorini

Wildfires are a threat to public safety and have increased in both frequency and severity due to climate change. To mitigate wildfire ignition risks, electric power system operators proactively de-energize high-risk power lines during…

系统与控制 · 电气工程与系统科学 2022-11-03 Alyssa Kody , Amanda West , Daniel K. Molzahn

Power grid infrastructure is an increasingly significant source of wildfire ignitions and poses severe risks to communities in fire-prone regions. Public Safety Power Shutoffs (PSPS) have emerged as a critical operational tool for utilities…

最优化与控制 · 数学 2026-04-30 Prasanna Raut , Chaoyue Zhao , Alexandre Moreira

Wildfire is one of the biggest disasters that frequently occurs on the west coast of the United States. Many efforts have been made to understand the causes of the increases in wildfire intensity and frequency in recent years. In this work,…

机器学习 · 计算机科学 2021-09-07 Tanqiu Jiang , Sidhant K. Bendre , Hanjia Lyu , Jiebo Luo

Wildfire events have caused severe losses in many places around the world and are expected to increase with climate change. Throughout the years many technologies have been developed to identify fire events early on and to simulate fire…

机器学习 · 计算机科学 2022-03-30 Eduardo Rodrigues , Bianca Zadrozny , Campbell Watson

The focus of this paper is on operating the electric power grid in a secure manner when wildfire risks are high. This is a challenging problem because of the uncertain ways in which the fires can impact the operation of the power system. To…

系统与控制 · 电气工程与系统科学 2025-07-15 Satyaprajna Sahoo , Anamitra Pal

The increasing number of wildfires in recent years consistently challenges the safe and reliable operations of power systems. To prevent power lines and other electrical components from causing wildfires under extreme conditions, electric…

系统与控制 · 电气工程与系统科学 2024-08-26 Yuqi Zhou , Ahmed Zamzam , Andrey Bernstein

The current projection shows that much of the continental U.S. will have significantly hotter and drier days in the following decades, leading to more wildfire hazards that threaten the safety of power grid. Unfortunately, the U.S. power…

统计方法学 · 统计学 2023-01-03 Guanzhou Wei , Feng Qiu , Xiao Liu

Electric utilities are struggling to manage increasing wildfire risk in a hotter and drier climate. Utility transmission and distribution lines regularly ignite destructive fires when they make contact with surrounding vegetation. Trimming…

计算机视觉与模式识别 · 计算机科学 2021-05-11 Austin Park , Farzaneh Rajabi , Ross Weber

In recent years, increased wildfires have caused irreversible damage to forest resources worldwide, threatening wildlives and human living conditions. The lack of accurate frontline information in real-time can pose great risks to…

机器人学 · 计算机科学 2021-12-07 Tai Yang , Shumeng Zhang , Yong Wang , Jialei Liu

Public Safety Power Shutoffs (PSPS) are a proactive strategy to mitigate fire hazards from power system infrastructure failures. System operators employ PSPS to deactivate portions of the electric grid with heightened wildfire risks to…

系统与控制 · 电气工程与系统科学 2024-11-19 Ryan Greenough , Kohei Murakami , Jan Kleissl , Adil Khurram