Energy Policy Commons^™

Mind The Hazard: Modeling And Interpreting Comfort With Personalized Sensing, Yufei Zhang, Matteo Favero, Patrick Chwalek, Sailin Zhong, Denis Lalanne, A. Joseph Paradiso, Clayton Miller, Andrew Sonta

Research Collection College of Integrative Studies

Recent advances in personalized sensing and comfort feedback have spurred the development of data-driven comfort models tailored to individual needs. However, because current models treat sequential comfort feedback independently, they are subject to unstable predictions and limited interpretability, hindering their deployment in building management. This study introduces a dynamic modeling framework that utilizes a Neural Ordinary Differential Equations-based Continuous-time Markov Chain to model the transitions in comfort states over time. Our modeling approach, developed through a field study utilizing smart glasses and mobile app feedback, tracks occupants' comfort transitions across daily activities and contexts. The results demonstrate that this model …

How Incentive Design Affects The Benefit-Cost Ratio Of Clean Energy Projects, Timothy J. Bartik

Presentations

No abstract provided.

Sources Of Energy Production In Mountain West States, 2026, Kahlen Coss, Yash Kalla, Kian Parikh, Caitlin J. Saladino, William E. Brown Jr.

Environment

This fact sheet presents data on electricity generation and energy sources in March 2026 for five Mountain West states: Arizona, Colorado, Nevada, New Mexico, and Utah. Each state's share of total U.S. electricity production and its generation by source (coal, hydroelectricity, natural gas, nuclear, solar, and wind) are included. The Choose Energy report, "Electricity Generation by State," includes data on all 50 states and the District of Columbia.

Policy Reflections On Promoting Strategic Oriented Basic Research In China: Insights From The U. S. Department Of Energy’S Basic Research Funding System, You Yu, Yun Liu, Wenneng Zhou

Bulletin of Chinese Academy of Sciences (Chinese Version)

Strategy-oriented basic research is a key pathway to driving major original breakthroughs at the frontiers of science, serving national strategic needs, and securing a leading position in global science and technology. It is also a vital pillar for achieving high-level self-reliance and self-strengthening in science and technology and enhancing the capacity for original innovation. Faced with the urgent need to build a science and technology powerhouse and achieve breakthroughs in key core technologies, China has gradually improved its organizational framework for advancing strategy-oriented basic research and has established a solid foundation for policy support and resource allocation. Nevertheless, when measured …

Scheduled Coal Plant Retirements In The Mountain West, 2022-2031, Kerima Awol, Sophia Booth, Ty Tan, Caitlin J. Saladino, William E. Brown Jr.

Environment

This fact sheet presents data on publicly announced coal-fired power plant retirements in five Mountain West states: Arizona, Colorado, Nevada, New Mexico, and Utah, between 2022 and 2031. The Visual Capitalist’s 2021 report, “Road to Decarbonization: U.S. Coal Plant Closures,” includes information on the location, retirement year, and electricity generation capacity of coal-fired power plants scheduled for retirement across the United States.

Online Planning Of Power Flows For Power Systems Against Bushfires Using Spatial Context, Jianyu Xu, Qiuzhuang Sun, Yang Yang, Huadong Mo, Daoyi Dong

Research Collection College of Integrative Studies

A power station or transmission line can be affected due to bushfires, increasing operation costs. We study a fundamental but challenging problem of planning the optimal power flow (OPF) for power systems under bushfires. We develop a model to capture the stochastic nature of bushfire spread based on Moore’s neighborhood model and propose an online optimization modeling framework to sequentially plan power flows in the electricity network. Our framework assumes that bushfire spread is non-stationary over time and that the spread and containment probabilities are unknown. To address these challenges, we develop a contextual online learning algorithm that treats the …

How Shale Boom-Era Municipal Debt Could Undermine Community Resilience During The Energy Transition, Brandon Charles

Center for Policy Research

Local governments in oil and gas-producing regions took on significant municipal debt during the U.S. shale boom to build schools, water systems, and other infrastructure to accommodate rapid population growth. This brief uses Mergent municipal bond issuance data and interviews with local government officials to describe debt accumulation in shale boom communities (N=2,519 counties; 2004–2015) and its implications for the energy transition. The author finds that shale boom communities accumulated approximately $782 more in municipal debt per capita than comparable communities, a 26% increase totaling $1.9 billion across 58 shale boom counties. If production declines and newer residents leave, the …

Policy Solutions In The Ev Battery Supply Chain Addressing Unethical Social And Environmental Practices, Mateo Mazariego-Halpern

Undergraduate Theses, Capstones, and Recitals

California should adopt a phased supply chain accountability framework for electric vehicles sold in the state, combining the immediate implementation of a voluntary Fair Trade Decal program with the mandatory adoption of COFFEE (Corporate Operations Free From Environmental Evil) Standards based on CAFÉ standards, by 2035. This thesis identifies a critical gap in U.S. EV policy: current federal legislation regulates where batteries are sourced but not how cleanly or ethically they are produced. The consequences of this regulatory gap are severe, with emissions simply shifting further down the supply chain rather than being eliminated, child labor and indigenous displacement going …

Shaping Egypt’S Transition To Sustainable Electric Transport: Current Policies And Future Directions, Noha A. Ragab

Theses and Dissertations

Egypt has enacted policies to promote the adoption of electric vehicles (EVs) in order to reduce their overall carbon footprint. However, the pace of transition remains limited, so the research aims to answer the following question: “How do current policies shape Egypt’s transition towards sustainable electric transport, and what additional measures can support this transition?" The study employs a qualitative analysis methodology, based on diffusion of innovation theory and conceptual framework, to analyze current policies in Egypt and identify challenges and gaps in their implementation. It also analyzes responses from 23 interviews with experts in the field, manufacturers, dealers, EV …

Of Climate Justice And Magical Realism, Sonya Ziaja

Michigan Law Review

A review of Climate Justice: What Rich Nations Owe the World—and the Future. By Cass R. Sunstein.

Developing An Effective And Sustainable Institutional Model For Water Resource Management In ‘Nusantara’ (The New Capital City Of Indonesia), Witra Apdhi Yohanitas, Arif Ramadhan, Tania Andari, Nicco Plamonia, Muhammad Akbar Pribadi, Riardi Pratista Dewa, Hery Wibowo, M. Hasnan Atlandi

BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan Organisasi

The development of 'Nusantara', the new capital city of Indonesia (IKN), is a strategic effort by the government of Indonesia to advance infrastructure development and management. However, ensuring effective and sustainable water resource management remains a major challenge, particularly amid climate change, population growth, and increasing industrial demand. This study aims to develop a sustainable water resource management model to support IKN effectively. It applies a qualitative descriptive and comparative approach through interviews and policy analysis to identify the needs and challenges in water resource management, while also assessing the potential and risks of the proposed model. The findings indicate …

Mandates, Markets, And Megawatts: An Empirical Analysis Of The Causal Effects Of State-Level Energy Storage Mandates On Utility-Scale Battery Storage Deployment In The United States, Bill Zheng

Quantitative Social Science Undergraduate Senior Theses

Utility-scale battery storage is accelerating at an unprecedented pace as the world increasingly relies on renewable energies to power grids. Demand for data centers has produced record-high electricity demand, and utility-scale batteries are becoming crucial in supporting the grid and the variability of renewables. As a result, analysis on the efficacy of policy drivers of battery storage will provide the field with a roadmap for the most impactful policy solutions to spur battery storage deployment. This paper estimates the effect of state battery storage mandates on cumulative installed battery capacity using a staggered difference-in-differences (DiD) design following Callaway and Sant’Anna …

Characteristics And Implementation Paths Of Goal For Building Energy Powerhouse, Liye Xiao, Jiaofeng Pan, Xiaojiong Wang, Deqiang Sun, Mingliang Qi, Jianlei Mo, Huimin Li, Ting Wang, Jie Yang, Jie Lin, Yuchao Wang, Haiting Chen

Bulletin of Chinese Academy of Sciences (Chinese Version)

China is a major energy-consuming country, and ensuring effective energy supply is one of the core tasks for promoting national development and national rejuvenation. To guarantee national energy supply and energy security, and to vigorously develop and utilize clean and low-carbon energy, the Outline of the 15th Five-Year Plan for National Economic and Social Development of the People’s Republic of China clearly states: “We will thoroughly implement the new energy security strategy, accelerate the construction of a clean, low-carbon, safe, and efficient new energy system, and build a strong energy nation. We will promote the safe, reliable, and orderly replacement …

Monitored Natural Attenuation Evaluation And Additional Characterization Of A Ccr Unit Lithium Groundwater Plume, Matt Barickman, Adam Piestrzeniewicz Pg

World of Coal Ash Proceedings

Monitored Natural Attenuation (MNA) refers to the reliance on natural attenuation processes (within the context of a carefully controlled and monitored site cleanup approach) to meet groundwater protection standards (GPS) for a CCR unit within a reasonable time frame (USEPA, 1999). MNA is being evaluated as an adaptive management strategy for a CCR unit groundwater plume with statistically significant lithium concentrations above GPS, though with little risk of offsite migration. A previous MNA evaluation was performed for the lithium plume following the United States Environmental Protection Agency (USEPA) “tiered lines of evidence approach” (USEPA, 2015), which determined that there were …

The Cobalt Curse: Cobalt’S Role And Risks, Marley Jackowitz

Student Theses 2015-Present

This paper examines the hidden environmental, geopolitical, economic, and social costs of the cobalt supply chain. Fueled by the demand for battery technology and electric vehicles, cobalt has become an essential element to the green energy transition. With the largest share of global cobalt deposits, the Democratic Republic of the Congo bears a disproportionate share of the industry’s harms. Cobalt mining in the DRC is marked by environmentally degrading practices and inhumane working conditions, compromising Congolese health, safety, and well-being. Chapter 1 discusses the environmental impacts of DRC cobalt mining and its adverse effects on public health. Environmentally degrading mining …

China-Canada Resource Diplomacy: New Era Of Land Grabbing, Valdrin Dragusha

Bridges: An Undergraduate Journal of Contemporary Connections

This paper examines the evolving economic relationship between China and Canada, particularly in the context of China's transition from a strictly social economy to an authoritarian socialist market economy. It highlights the implications of China's Going Out Policy initiated in 2000, aimed at securing vital natural resources amidst growing domestic demands driven by rapid economic expansion. The paper analyzes China's significant demand for resources, its sustainable development policies, and the changing dynamics of land acquisitions, particularly in relation to Canada, which is perceived as a strategic investment destination due to its abundant natural resources and technological advancements in clean energy. …

The Energy And Environmental Footprint Of Ai, Michael P. Vandenbergh, Ethan I. Thorpe, Jonathan M. Gilligan

Michigan Journal of Environmental & Administrative Law

Artificial intelligence (AI) has the potential to create major economic and social benefits, but also to rapidly escalate electricity demand and its associated environmental impacts. Information availability has been a cornerstone of environmental law for half a century, and this Article argues that providing information to individual, corporate, and other users about the electricity demand and environmental impacts of AI can reduce those impacts without delaying development of the technology. Little is known about how different large language models (LLMs) compare on these metrics, though. To address whether users have access to the information necessary to address this shortcoming, the …

A National Security Strategy For The Middle East, Vanessa Rice, Rudy Torres, Addy Horgan, Joy Omosa, Mark Westfall

School of Public Policy Capstones

This National Security Strategy addresses the persistent national security challenges the United States faces in the Middle East, a region vital for global energy supply, economic connectivity, and a source of anti-American extremism. Recognizing the failures of past "haphazard experimentation," the strategy proposes a thoughtful, pragmatic plan prioritizing five distinct and congruent interest areas: Maintaining Regional Access, Supporting Regional Stability, Ensuring Energy Security, Defending American Citizens and Personnel, and Preserving and Protecting Western Ideals. The strategy outlines actions such as: countering Chinese and Russian influence through intelligence sharing and defense incentives; containing Iran via a new, permanent nuclear deal and …

Availability Model To Evaluate Ai Data Centers’ Role In Grid Stability, Troy Mcsimov, Trevor S. Kunz, Jeffrey Billo

SMU Data Science Review

The United States has made it clear; it is imperative that the US wins the global AI race. This paper focuses on one of the most challenging puzzle pieces surfaced at the POWER Data Center conference (San Antonio, Sept. 30.); for Electric Reliability Council of Texas (ERCOT) the limiting factor is not generation alone but the need to balance generation and load to preserve grid reliability.

The regulatory landscape fundamentally changed with the passage of Texas Senate Bill 6 in June 2025, which mandates new large loads must "contribute to the recovery of the interconnecting electric utility’s costs" (Texas Legislature, …

Advancing Climate Transition Through Fiscal Tools: The Role Of Carbon Taxation And Fuel Subsidy Reform, Farah Amgad Zayed

Theses and Dissertations

This study highlights how fiscal policy tools can accelerate Egypt's climate transition, with emphasis on carbon taxes and fossil fuel subsidies reforms. It investigates how fiscal tools can reduce carbon emissions and promote economic development by primarily relying on qualitative interviews with policymakers, consultants, representatives of the private sector, and civil society actors, paralleled with some descriptive and comparative analysis. The results show that even though Egypt has made significant strides in advancing green transition, including updating the Nationally Determined Contributions (NDC), introducing the first African Voluntary Carbon Market (VCM), as well as phasing out fossil fuel subsidies gradually, institutional …