Do low-income electricity subsidies change peak consumption behavior?
Brock Glasgo
Carnegie Mellon University
Brock Glasgo is a Postdoctoral Research Fellow in the Department of Engineering and Public Policy at Carnegie Mellon University. His research with the Climate and Energy Decision Making Center is in developing methods and applications where device-level residential energy use data can be used to inform policy and investment decision-making. Prior to coming to CMU, he worked as a consultant applying data mining tools to develop energy management plans for industrial facilities under utility- and state-sponsored energy efficiency programs. He holds a bachelor’s degree in mechanical engineering from the University of Dayton.
Abstract
Increases in electricity consumption during peak hours place additional strain on the electric power system, which can be partially mitigated if foreseen years in advance. Smart meter data, with hourly resolution or better,... [ view full abstract ]
Increases in electricity consumption during peak hours place additional strain on the electric power system, which can be partially mitigated if foreseen years in advance. Smart meter data, with hourly resolution or better, allow improved characterization of the effects of various programs and other interventions on residential and system load shape. We characterize the load shape impacts of the California Alternate Rates for Energy (CARE) program, which provides 3.2 million households an average electric bill subsidy of 33%. We use hourly electricity consumption data from roughly 30,000 randomly selected households from Pacific Gas and Electric service territory to estimate the hourly effect of enrollment in the CARE program on household electricity consumption using a fixed-effects regression model. We find that the CARE program is associated with an average increase in electricity consumption of 13% [11%, 16%]. The increase is relatively constant throughout the day, with no two hours statistically distinguishable from each other. We find suggestive evidence that the largest increase in electricity consumption in all three regions occurs between 7pm and 10pm, generally after summer peak demand. The overall increase is smallest in the cooler Coast, largest in the warmer Inland Hills, and in the middle in the hot Central Valley. These estimates of regional differences in the effect of the CARE program can help policy makers and utilities understand the energy effects of changes to low-income electricity subsidies.
Authors
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Evan Sherwin
(Carnegie Mellon University)
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Brock Glasgo
(Carnegie Mellon University)
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Inês Azevedo
(Carnegie Mellon University)
Topic Areas
• Human behavior and rebound , • Infrastructure systems, the built environment, and smart and connected infrastructure , • Public policy and governance
Session
ThS-7 » Industrial ecology and policies for sustainability (09:45 - Thursday, 29th June, Room D)
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