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Technical Research Fueling NextGen Actions

Talkat LF Energy Summit 2023 · 2023-06-01..06-02· [machine-learning]
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Research shows data centers’ space-time flexibility can cut renewable curtailment and deliver very low-emission consumption portfolios with far fewer resources than expected, while power flow analyses using power flow tracing on transmission models find most electricity is consumed within ~100 km though exports (Norway/Sweden) can travel much farther. Counterintuitively, some common load‑shaping heuristics increase annual CO2. Tools and outputs are open source (GitHub, pipes.org), models simulate ERCOT operations, and computing demand has grown >6x in 10 years and now uses ~1% of global electricity.

AI-written summary · about

  1. 0:00Introduction and welcome
  2. 3:25Why research matters now
  3. 6:35Researchers' personal motivations
  4. 11:5624/7 clean energy procurement study
  5. 15:44Power flow tracing on grids
  6. 18:54Load shaping for decarbonization
  7. 23:05Synergy between research efforts
  8. 24:50Open source in energy research
  9. 26:58Advice for the audience
  10. 28:47What's next in research
  11. 32:20Closing and future studies
  12. 33:24Q&A session
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