Energy Analysis Division

Hasanbeigi, Ali, William R Morrow III, and Arman Shehabi. Embodied carbon in the U.S. manufacturing and trade. 2021.

Orner, Kevin D, Sarah Josephine Smith, Hanna Breunig, Corinne D Scown, and Kara L Nelson. "Fertilizer demand and potential supply through nutrient recovery from organic waste digestate in California." Water Research 206 (2021) 117717.

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O’Shaughnessy, Eric, Galen L Barbose, Ryan H Wiser, and Sydney Forrester. "Income-targeted marketing as a supply-side barrier to low-income solar adoption." iScience 24.10 (2021).

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Mills, Andrew D, Joachim Seel, Dev Millstein, James Hyungkwan Kim, Seongeun Jeong, Cody Warner, and Will Gorman. Solar-to-Grid: Trends in System Impacts, Reliability, and Market Value in the United States with Data Through 2020. 2021.

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Annual Solar Value by Plant and County XLSX

Capacity Credit Data by Plant and County XLSX

User Guide for Data File PDF

Stratton, Hannah, Yuting Chen, Camilla Dunham, Thomas A Burke, Hung-Chia Yang, and Mohan Ganeshalingam. Dishwashers in the Residential Sector: A Survey of Product Characteristics, Usage, and Consumer Preferences. 2021.

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Seel, Joachim, Cody Warner, and Andrew D Mills. "Influence of Business Models on PV-Battery Dispatch Decisions and Market Value." Advances in Applied Energy (2021).

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Kahrl, Fredrich, James Hyungkwan Kim, Andrew D Mills, Ryan H Wiser, Cristina Crespo Montañés, and Will Gorman. Variable Renewable Energy Participation in U.S. Ancillary Services Markets: Economic Evaluation and Key Issues. 2021.

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Fact Sheet PDF

Bolinger, Mark, Joachim Seel, Cody Warner, and Dana Robson. Utility-Scale Solar, 2021 Edition: Empirical Trends in Deployment, Technology, Cost, Performance, PPA Pricing, and Value in the United States. 2021.

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Technical Brief PDF

Data File XLSM

Zhang, Jingjing, Sumedha Bhat, Jing Ge, and Nan Zhou. Scaling up battery innovation for carbon neutrality: From Lab Bench to Marketplace. 2021.

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Feng, Wei, Nan Zhou, Wenjun Wang, Nina Khanna, Xu Liu, and Jing Hou. Pathways for Accelerating Maximum Electrification of Direct Fuel Use in China’s Building Sector. 2021.

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Frick, Natalie Mims, Juan Pablo Carvallo, and Lisa C Schwartz. "Quantifying grid reliability and resilience impacts of energy efficiency: Examples and opportunities." 2021.

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ACEEE 2022 Proceedings PDF

Leventis, Greg, and Jeff Deason. "Practices for Demonstrating Energy Savings from Commercial PACE Projects." 2021.

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Phadke, Amol A, Umed Paliwal, Nikit Abhyankar, Taylor McNair, Bentham Paulos, David Wooley, and Ric O’Connell. 2035 The Report: Plummeting Solar, Wind, And Battery Costs Can Accelerate Our Clean Electricity Future. 2020.

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Phadke, Amol A, Nikit Abhyankar, Jessica Kersey, Taylor McNair, Umed Paliwal, David Wooley, Olivia Ashmoore, Robbie Orvis, Michael O’Boyle, Ric O’Connell, Utkarsha Agwan, Priyanka Mohanty, Priya Sreedharan, and Deepak Rajagopal. 2035 The Report: Plummeting Costs and Dramatic Improvements In Batteries Can Accelerate Our Clean Transportation Future. 2021.

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Abhyankar, Nikit, Umed Paliwal, Taylor McNair, David Wooley, Michael O’Boyle, and Amol A Phadke. 2030 Report: Powering America’s Clean Economy. 2021.

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Frick, Natalie Mims, and Elaina Present. "End-Use Load Profiles update: CEE 2021 Summer Program Meeting." 2021.

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Kolsch, Benedikt, Iain S Walker, Bjorn Schiricke, William W Delp, and Bernhard Hoffschmidt. "Quantification of Air Leakage Paths: A Comparison of Airflow and Acoustic Measurements." (2021).

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Walker, Iain S, Brennan Less, David M Lorenzetti, and Michael D Sohn. "Development of Advanced Smart Ventilation Controls for Residential Applications." Energies (2021).

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Singer, Brett C, Haoran Zhao, Chelsea V Preble, William W Delp, Jovan Pantelic, Michael D Sohn, and Thomas W Kirchstetter. "Measured Influence of Overhead HVAC on Exposure to Airborne Contaminants from Simulated Speaking in a Meeting and a Classroom." Indoor Air (2021).

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Supplemental Information

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Barbose, Galen L, Naïm R Darghouth, Eric O’Shaughnessy, and Sydney Forrester. Tracking the Sun: Pricing and Design Trends for Distributed Photovoltaic Systems in the United States, 2021 Edition. 2021.

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