Skip to main content
Home
  • About Us +
    • Contact Us
    • Organizational Chart
    • Research Departments +
      • Energy Markets & Planning
      • Systems & Energy Technologies Analysis
      • Energy Efficiency Studies
    • Staff
  • Research Facilities
  • Publications
  • News
  • Research Software

Publications

X Author: Daniel Fredman

2020

Todd-Blick, Annika, C Anna Spurlock, Ling Jin, Peter Cappers, Sam Borgeson, Daniel Fredman, and Jarett Zuboy."Winners are not keepers: Characterizing household engagement, gains, and energy patterns in demand response using machine learning in the United States."Energy Research & Social Science 70 (2020). DOI

2016

Jin, Ling, C Anna Spurlock, Sam Borgeson, Daniel Fredman, Liesel Hans, Siddharth Patel, and Annika Todd-Blick."Load Shape Clustering Using Residential Smart Meter Data: a Technical Memorandum." (2016).

dsadsa dsadsa

©2025 Energy Technologies Area, Berkeley Lab

OUR ORGANIZATION

  • Lawrence Berkeley National Laboratory
  • Energy Technologies Area
  • Energy Analysis Division
  • Privacy and Security Notice