pump_surrogate_models#44

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jakechurchi:pump_surrogate_model

Commits on Jan 26, 2026

Initial commit. Efficiency curve data for feed pump created
Jake Churchill
committed

Commits on Jan 27, 2026

Extracted data from json into efficiency values to train surrogate and head curves that are boundaries on valid domain of surrogate
Jake Churchill
committed
File creating polynomial curves on the feasible region. No dependance on this one as fit is hard coded in surrogate file
Jake Churchill
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script to create surrogate and plot the fit
Jake Churchill
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Adding curve data for interstage pump
Jake Churchill
committed
Upper limit on head curve change for consistiency (gpm as input)
Jake Churchill
committed
IS pump data brought over and converted to csv
Jake Churchill
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Added surrogate creation for IS pump
Jake Churchill
committed
Added a plot and max flow point from head curves at different speeds
Jake Churchill
committed

Commits on Jan 28, 2026

Created surrogate for the affinity law data for RO_feed pump
Jake Churchill
committed
Changing to reading from the total efficiency, including motor and vfd losses
Jake Churchill
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Saving surrogate for RO feed
Jake Churchill
committed