Skip to content

pump_surrogate_models#44

Closed
jakechurchi wants to merge 12 commits into
watertap-org:mainfrom
jakechurchi:pump_surrogate_model
Closed

pump_surrogate_models#44
jakechurchi wants to merge 12 commits into
watertap-org:mainfrom
jakechurchi:pump_surrogate_model

Conversation

@jakechurchi

@jakechurchi jakechurchi commented Jan 26, 2026

Copy link
Copy Markdown
Collaborator

CURRENT PLAN IS TO DELETE THIS PR AFTER #42 HAS BEEN MERGED

Surrogate models for RO feed pump and IS pump to find efficiency and then power. Alternative approach to other pump PR. This method preferred for these pumps, but may be unavailable for UF pumps due to lack of data on the pump efficiency curves.

  • Remake this PR after multispeed_pump_model #42 has been merged. There will be two different pump models, one which lives in the components and uses the surrogate and one that is used to make the dataset that trains the surrogate.
  • Extract Data from pump curve plots
  • Build surrogates for RO feed and IS pumps
  • Re-Build surrogates from speed affinity law dataset
  • Update pump component files to use surrogate

@jakechurchi jakechurchi mentioned this pull request Jan 28, 2026
10 tasks
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants