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Analysis & Control (EMAC) Energy Modeling
The Energy Modeling, Analysis and Control (EMAC) group addresses the engineering and techno-economic challenges to decarbonizing electric power systems. Our work ranges from applied to theoretical. Much of our work focuses on building new control and optimization frameworks to facilitate the operation of low carbon grids.
Courses
All Course Offerings Please note: This is a full list of ERG course offerings; not all courses are offered each term. For current course offerings, please refer to the online ... Continue Reading »
Faculty by Primary Interest
Areas of Interest Climate Change ERG COREDavid AnthoffDavid Anthoff is an environmental economist who studies climate change and environmental policy. He co-develops the integrated assessment model FUND that is used ... Continue Reading »
Master’s Degree Curriculum Requirements (MA or MS)
The purpose of the ERG Master’s program is to educate the next generation of interdisciplinary leaders. Specifically, students are taught the range of methods and subjects they should be able ... Continue Reading »
ERG Economics Lab
The Society, Environment and Economics Lab works on the economics of a wide range of environmental, energy and resource issues. Our work spans theoretical, empirical and numerical modeling approaches. We engage in rigorous academic research and actively participate in current policy debates.
Affiliated Faculty
ERG has a small core faculty but a much larger group of affiliated faculty. Affiliated faculty are based in other departments on campus or at the Lawrence Berkeley National Laboratory, ... Continue Reading »
Open Positions
Join the ERG Team The Energy and Resources Group is a collaborative community of graduate students, core faculty, nearly 200 affiliated faculty and researchers across the campus, and over 600 ... Continue Reading »
Faculty (3 results)
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Meg Mills-Novoa
Assistant Professor
Meg Mills-Novoa is a human-environment geographer who researches the enduring impacts of climate change adaptation projects. She is jointly appointed to the Energy and Resources Group and the Department of Environmental Science, Policy, and Management.
- climate change adaptation
- critical development studies
- Deforestation
- Latin America
- participatory mixed methods
- political ecology of global change
- water justice
Margaret Torn
Adjunct Professor
The focus of my work is carbon and nutrient cycling in terrestrial ecosystems and trace-gas flux between soil and atmosphere. I conduct research on soil carbon, global change, and the impacts of human activities on ecosystem processes.
Duncan Callaway
ERG Chair, Professor
Dr. Callaway’s teaching focuses on power systems and data science. His research can be categorized in three areas: modeling and control of aggregated storage devices; power management; and system analysis of energy technologies and their impact.
Students (15 results)
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Faraj Sungkar
MS
Faraj is a Master’s student at the Energy and Resources Group (ERG). He is passionate about exploring how to address the complex challenges of balancing the energy trilemma (energy security, ... Continue Reading »
Aneesha Manocha
PhD
Aneesha Manocha (she/her) is a PhD student and NSF Graduate Research Fellow at the University of California, Berkeley in the Energy Resources Group. She is particularly interested in developing optimization ... Continue Reading »
Xi Xi
MS
Xi Xi is a Master’s student for the Energy Resource group. Xi Xi uses interdisciplinary methods such as quantitative modeling techniques and policy analyses to assess impacts on emissions, energy ... Continue Reading »
Rachman Setiawan
MS
Rachman Setiawan is a Master’s student for the Energy Resource Group, focusing on energy sectors. He worked as an engineer in a Solar PV company where He conducted surveys, analysis, ... Continue Reading »
Kwabena Owusu Sarfo
MS
Kwabena Owusu Sarfo is a Master’s student at the Energy and Resources Group. Kwabena interests includes, energy system modeling and analysis, decarbonizing electric power grids, and renewable energy integration research. ... Continue Reading »
Ryan Jones
PhD
Ryan has spent the last decade developing modeling tools to explore technology pathways for deep decarbonization with special focus on electricity systems. His current research works to incorporate additional dimensions ... Continue Reading »
Eleanor Adachi
MPP, MS
Eleanor Adachi (she/her) is a Master’s student in both the Energy and Resources Group and the Goldman School of Public Policy at UC Berkeley and a NSF Graduate Research Fellow. ... Continue Reading »
Cora Kingdon
MS, PhD
Cora Kingdon is a PhD candidate in the Energy and Resources Group at UC Berkeley. As an interdisciplinary scholar, she draws from environmental economics, climate science, decision making under deep ... Continue Reading »
Colette Brown
MS, PhD
Colette Brown is a PhD student at the Energy and Resources Group. Brown previously graduated from the ERG Master’s program; where she used Landsat 7 imagery and machine learning to ... Continue Reading »
Jill Moraski
PhD
Jill is interested in addressing electric grid reliability and resilience challenges in a future characterized by economy-wide decarbonization, climate vulnerability, and deep risk uncertainty. Specifically, she’s interested in adapting best ... Continue Reading »
Cristina Crespo Montanes
MS, PhD
I am an Industrial Engineer, a PhD Candidate at the Energy and Resources Group (UC Berkeley), and a researcher in the Energy Markets and Policy Department at the Lawrence Berkeley ... Continue Reading »
Rachel Ward
MS, PhD
Tropical Forests and the Allocation of Carbon to Reproduction (MS ’20) Rachel is interested in the social, ecological, and geophysical dynamics of agro-forestry coffee and cacao systems in the tropics. ... Continue Reading »
Jesse Griffin-Carney
MS, PhD
Jesse is a PhD candidate at ERG conducting research which utilizes optimization and techno-economic modeling to evaluate the feasibility of energy system decarbonization strategies. She earned her undergraduate degree at ... Continue Reading »
Anaya Hall
MS, PhD
Modeling Organic Waste Management for Soil Carbon Sequestration in California (MS ’19) Anaya (she/her) is a PhD candidate in the Energy and Resources Group (ERG) at UC Berkeley. She is ... Continue Reading »
Lisa Rennels
MS, PhD
Sobol Sensitivity Analysis for Integrated Assessment Models: Supporting Result Characterization (MS ’19) Lisa is interested in using computer science to explore issues related to the economic impacts of climate change, ... Continue Reading »
Alumni (38 results)
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Chelsi Sparti
MS
Chelsi belongs to the Winnemem, Nomtipom, and Nomsus bands of the Northern Wintu people, and is of European settler descent. She carries out collaborative research with Puerto Rican residents to ... Continue Reading »
- climate resilience
- decarbonization
- Disaster Recovery
- energy
- environmental justice
- governance
- policy
- Risk Mitigation
Sangcheol Moon
MA
Sangcheol is interested in feedstock resources and materials loop modeling under the scenario of institutional regulation to support circular economy, Industrial ecology, green chemistry, and the design and implementation mechanisms ... Continue Reading »
Christian Miller
MPP, MS
Measuring California’s Energy Service Affordability (MS ’19) Christian is fascinated by energy end-uses’ effect on communities’ economic and political well-being. While his formal scientific background is in biorenewable resources, his ... Continue Reading »
- climate
- development
- economics
- energy
- energy policy
- equitable energy access
- rural electrification
- transportation
Nicholas Depsky
MS, PhD
Drought in Central America: Past Patterns and Future Projections (MS ’19) Nick’s primary research focus is on the impacts of climate change on human migration and displacement. Specific focus areas ... Continue Reading »
Catherine Ledna
MS, PhD
Modeling Adaption to Sea Level Rise Under Uncertainty (MS ’19) Catherine received a BA in Economics from Dartmouth College, with a minor in Environmental Studies. Prior to coming to ERG, ... Continue Reading »
Bodie Cabiyo
MA, PhD
Bodie uses interdisciplinary approaches to investigate nature-based solutions to climate change. He currently studies how policy and innovative technology can enable carbon-beneficial forest management. This work bridges industrial ecology, forest ... Continue Reading »
Isa Ferrall
MS, PhD
Decentralized solar energy systems for electricity access: historical context and comparisons of reliability (MS ’18); Quantitative approaches to energy justice: examining fair access to reliable electricity (PhD ’22) Isa earned ... Continue Reading »
- data sharing
- decentralized energy systems
- development
- energy
- RAEL
- rural electrification
- solar innovation
- sustainable development
Adam Hanbury-Brown
MS, PhD
Predicting the future of forests under global change: the critical role of the regeneration process (PhD ’22) Adam is a PhD focused on ecosystem modeling and remote sensing. His research ... Continue Reading »
- Agriculture
- climate
- Earth System Models
- ecology
- Forest Regeneration
- Movement Ecology
- remote sensing
- Vegetation Dynamics
- Wildlife Ecology
Felipe Castro
PhD
On Rate Regulation in Modern Electricity Sectors (PhD ’17) Felipe was a Ph.D. Candidate with ERG. His research seeks to improve the understanding and organization of energy systems, leveraging methods, ... Continue Reading »
- computational optimization
- EMAC
- energy policy
- industrial organizations
- mathematical programming
- microeconomics
- operations research
- Power Systems
Laura Moreno
MS, PhD
Everyday Transformations of Food to Waste: What and Why Food is Discarded in U.S. Households (PhD ’19) From digging through trash to looking inside of people’s refrigerators, Laura researches household-level ... Continue Reading »
Zeke Hausfather
PhD
Understanding and Reconciling Global Temperature Records (PhD ’19) Zeke is an energy systems analyst and data scientist with a strong interest in climate science and policy. He is currently the ... Continue Reading »
Niklas Lollo
MS, PhD
Inside Out: the Power in Data-Centric Private Governance (PhD ’20) Inspired by ecological economics, Niklas is focused on global governance of production and consumption. At ERG, he is combining data ... Continue Reading »
- ecological economics
- governance
- political ecology
- Political economy
- Science and Technology Studies
- SEEL
- supply chains
- sustainability indicators
Anna Brockway
MS, PhD
New challenges facing electric power systems: Integrating technical realities and policy goals (PhD ’22) Anna Brockway is a PhD from the Energy and Resources Group at UC Berkeley. She holds ... Continue Reading »
- climate adaptation
- economics
- electricity grid
- electricity markets
- energy
- Energy System Modeling
- renewable energy integration
- renewable energy policy
- solar energy
- utility business models
Richard Barnes
PhD
Algorithms for, and Applications of, Global Terrain Analysis (PhD ’20) Richard applies computational and mathematical techniques to better understand the complex interface of society and the environment. His work includes ... Continue Reading »
José Daniel Lara
MS, PhD
Modeling and Simulation of Electric Power Systems with Large Shares of Renewable Energy (PhD ’22) Jose Daniel was born in San José Costa Rica, received his B.Sc. and Licentiate in ... Continue Reading »
- development
- economics
- energy
- energy policy
- Energy System Modeling
- Optimization
- power systems operation
- power systems planning
- RAEL
- transportation
- water
Frank Errickson
MS, PhD
The Joint Effect of Uncertainty and Inequality on Global Climate Policy (PhD ’20) Frank grew up on the central New Jersey coast, completing a B.A. in Political Science with a ... Continue Reading »
- atmospheric science
- climate adaptation in vulnerable regions
- climate change
- development
- economics
- energy
- Environmental Economics
- equitable energy access
- integrated assessment modeling
- sustainable development
Ian Bolliger
MS, PhD
Monitoring and Projecting the Impacts of Climate Change with Emerging Environmental Datasets and Machine Learning (PhD ’20) Ian works to provide decision-makers with quantitative, high-resolution projections of the socioeconomic impacts ... Continue Reading »
- climate
- economics
- energy
- Global Policy Laboratory
- health impacts of climate change
- machine learning
- remote sensing
- spatial statistics
- tropical cyclones
- water
Cecilia Han Springer
MS, PhD
Policies for an Ecological Civilization: China, Carbon, and Economic Reform (PhD ’19) Cecilia is a PhD candidate at ERG. Her dissertation uses economic modeling and social science to critically analyze ... Continue Reading »
Jim Williams
MS, PhD
M.S. 1986 – A Vehicular Power Plant Application of the Monolithic Solid Oxide Fuel Cell Ph.D. 1995 – Fan-Lizhi’s Big Bang: Science and Politics in Mao’s China ERG alumnus Jim Williams, now ... Continue Reading »
- acid rain
- Arctic haze
- China
- comparative religion
- cosmology
- dissidents and outlaws
- economic globalization and cultural survival
- fuel-cell powered vehicles
- global change
- over the last ten years: speech synthesizers
- science and politics
- the theory and practice of Utopia
Corina Stetiu
MS, PhD
The Effect of Simplifying the Building Description on the Numerical Modeling of its Thermal Performance (93 MS) Radiant Cooling in US Office Buildings: Towards Eliminating the Perception of Climate-Imposed Barriers ... Continue Reading »
Karin Shen
MS, PhD
A Microclimate Model to Investigate Greenhouse Warming of a Sub-Alpine Ecosystem (MS, ’92) A Modeling Study of Experimental Warming of a Sub-Alpine Meadow (PhD, ’98)
Carl Mas
MS
Hydrogen as an Energy Carrier: Modeling of Electrolytic Hydrogen Production Systems (’04 MS)
Philippe Martin
MS, PhD
Qualitative Analysis: The Method and Its Use in Modeling the Influence of Space on Ecosystems (’86 M.S.) Forest Succession and Climate Change: Coupling Land-Surface Processes and Ecological Dynamics (’90 Ph.D.)
- atmosphere/biosphere interactions
- carbon cycling
- climate change and public health - especially malaria
- energy and resources geopolitics
- integrated environmental assessment
- terrestrial biosphere modeling
Daniel Lashof
MS, PhD
The Global Carbon Cycle and Atmospheric Oxygen (’83 M.S.) The Role of the Biosphere in the Global Carbon Cycle: Evaluation Through Biospheric Modeling and Atmospheric Measurement (’87 Ph.D.)
Karina Garbesi
MS, PhD
Experiments and Modeling of the Soil-Gas Transport of Volatile Organic Compounds into a Residential Basement (’88 M.S.) Toward Resolving Model-Measurement Discrepancies of Radon Entry into Houses (’93 Ph.D.)
- environmental and social impacts of energy use
- environmental justice
- implementation
- natural resource analysis
- policy
- renewable energy
- soils and soil-atmosphere processes
- technology
- the global environment
- the urban environment
Steven Fetter
MS, PhD
Modeling the Consequences of Accidental Releases of Radioactivity from Fusion Reactors (’83 M.S.) Radiological Hazards of Fusion Reactors: Models and Comparisons (’85 Ph.D.)
- climate change and the coming transformation of world energy supply - in particular the future of nuclear energy
- nuclear arms control and nonproliferation
Adam Brandt
MS, PhD
Scraping the Bottom of the Barrel: Modeling the Carbon Emissions Consequences of a Transition to Low-Quality and Synthetic Petroleum Sources (’05 MS) Greenhouse gas impacts of declining hydrocarbon resource quality: ... Continue Reading »
Monica Testa
MA
Monica obtained her Masters in 2015 from the Energy and Resources Group. She is interested in electric vehicle adoption, alternative energy policy, and sustainable energy development. Her research involves modeling ... Continue Reading »
Ida Sognnaes
MA
Ida Sognnaes is a PhD student in the Energy and Resources Group. She is originally from Norway and came to Berkeley for the first time as part of her five ... Continue Reading »
- Dynamical systems of energy and resources
- ecological economics
- Human-Natural Complex Networks
- Science and Technology Studies
Daniel Sanchez
MS, PhD
Daniel L. Sanchez holds a Ph.D. and M.S. in Energy and Resources. He is interested in quantitative analysis to inform public policy, focusing on bioenergy and climate policy. His past research focused on design, deployment, and commercialization of bioenergy with carbon capture and sequestration (BECCS) technologies. Daniel has previously held positions with the Advanced Research Projects Agency-Energy (ARPA-E), Green for All, and the California Public Utilities Commission.
Autumn Preskill
MS, PhD
Autumn Petros-Good received her B.S. in Engineering from Harvey Mudd College in 2009, and her M.S. from ERG in 2011 and her PhD from ERG in 2015. She worked on ... Continue Reading »
- energy distribution & management policy
- mathematical programming approaches to energy problems
- Renewable energy usage
James Nelson
PhD
Scenarios for Deep Carbon Emission Reductions from Electricity by 2050 in Western North America Using the SWITCH Electric Power Sector Planning Model (PhD ’14) Jimmy Nelson is a graduating Ph.D. ... Continue Reading »
Ana Mileva
MPP, MS, PhD
Greenhouse Gas Emissions Reductions, System Flexibility Requirements, and Drivers of Storage Deployment in the Western North American Power System through 2050 (PhD ’14) Ana’s PhD research is in modeling electricity ... Continue Reading »
Morgan Levy
MS, PhD
Morgan’s research focuses on hydrology and water resources, the effects of land use and climate change on human health and the environment, human-environmental system dynamics, and environmental data science. Her ... Continue Reading »
- Agriculture
- climate
- climate change
- climate change adaptation
- eco-hydrology
- environmental data science
- environmental health science
- geographic information systems
- hydroclimatology
- hydrology
- irrigation
- water
- water resources management
Kripa Jagannathan
MS, PhD
Ready-to-use? Bridging the Climate Science Usability Gap for Adaptation (PhD ’19) Kripa’s research interests are in the field of climate change adaptation and climate-resilient planning. Her PhD focuses on improving ... Continue Reading »
- Adaptation
- Agriculture
- Carbon markets
- climate change
- climate-resilient planning
- co-production of knowledge
- science usability
- stakeholder engagement
- water
Julian Fulton
PhD
Julian’s interests lie in the relationships between water use and economic development, focusing on modeling and governance. Mr. Fulton’s previous research includes water use in the transportation sector, conservation strategies ... Continue Reading »
- California
- cotton
- Delta
- environmental history
- footprint
- water management
- water systems
- water use
- water-energy-food nexus
Michael Cohen
MS, PhD
Michael Cohen puts the power and complexity of the grid into students' hands via a video game. We asked Michael about his innovative project and his unique experience at ERG. "In addition to developing the game itself, I am working with teachers at local high schools to develop curriculum around it and try it out with their students this year. I hope to not only create a solid educational product but also gain some insights into how technology can be used to support learning about complex systems in general."
- EMAC
- energy
- Energy System Modeling
- Integration of renewable electricity into power systems
- Video Gaming for Education
Nkiruka Avila
MS, PhD
Designing and Adapting Appropriate Socio-Technical Systems for the Renewable Energy Transition (PhD ’18) Nkiruka has expertise in solar grid integration and climate policy in California, and in electricity access in ... Continue Reading »
News (4 results)
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Environment and Society New ERG Course: Data
May 2, 2019
Data, Environment and Society (ENERES 131) Professor Duncan Callaway Lecture (#33105) TT 9:30 – 11am Labs (#33106) M 10am – 12pm or (#33276) W 10am – 12pm This course will teach ... Continue Reading »
Energy New ERG Courses Focus on Data
June 26, 2018
The Energy and Resources Group has announced two new courses this fall addressing current, timely topics in energy and environment. Registration is open.
Prof. John Harte Named AAAS Fellow
November 25, 2014
For distinguished contributions to environmental sciences
ERG PhD awarded as Ashoka Fellow
April 21, 2014
Fermin Reygadas receives top international award for social entrepreneurs.
Topics (3 results)
TopRichard Plevin
MS, PhD
California Policy Should Distinguish Biofuels by Differential Global Warming Effects (’06 MS) Life Cycle Regulation of Transportation Fuels: Uncertainty and its Policy Implications (’10 PhD)
- climate change and renewable energy - particularly biofuels
- modeling
- organic agriculture and mitigating environmental harm from bioenergy crop production
- whole-systems thinking
Nancy Kiang
MS
The Urban Landscape and Personal Travel Behavior: Logit Analysis of Spatial Variables to Reduce Automobile Travel (’95 M.S.)
- astrobiology
- biogeochemistry
- biometeorology
- biosphere-atmosphere interactions
- climate change
- ecohydrology
- GCMs
- general circulation models
- land surface models
- land use
- modeling
- paleoclimate
- photosynthesis
- plant ecophysiology
- terrestrial ecosystem science
- transportation energy use
Paul Baer
PhD
Justifying Climate Policy Choices: New Approaches to Uncertainty, Risk & Equity (’05 PhD) Deceased
- carbon cycling
- democratic participation in environmental decision making
- ecological economics
- equity and sustainability
- global climate change
- modeling