WEAP: Water Evaluation And Planning System

WEAP is an initiative of the Stockholm Environment Institute.

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All Topics | Topic "Capability of Integrating WEAP with Machine Learning and Multi-Objective Optimization"

Author

Message

Eng. Selam Sahlu

Subject: Capability of Integrating WEAP with Machine Learning and Multi-Objective Optimization
Posted: 10/29/2024 Viewed: 320 times

Dear All,

Does WEAP have the capability to integrate with machine learning models and multi-objective optimization? I would appreciate hearing about any experiences related to this.

Regards,

Selam

Mr. Doug Chalmers

Subject: Re: Capability of Integrating WEAP with Machine Learning and Multi-Objective Optimization
Posted: 10/30/2024 Viewed: 311 times

Selam,

Currently, we have a built-in PEST calibration tool, which runs Monte Carlo type calibration model runs. For more information, please see the Tutorial chapter for Snow Hydrology and PEST Calibration.

In addition, we have developed the Model Inspector tool, which is found in the description of the associated YouTube tutorial for using it. The Model Inspector tool is a similar Monte Carlo type tool for calibration model runs.
https://www.youtube.com/watch?v=Notx1vfeRCk&list=PLoJ3pxCzMP1uQRaimYV-wxJRRuIMNzdVU&index=17.

Otherwise, we are open to further, future integration of machine learning with WEAP. Please let us know if you have any ideas!

Thanks,
Doug

Eng. Selam Sahlu

Subject: Re: Capability of Integrating WEAP with Machine Learning and Multi-Objective Optimization
Posted: 10/31/2024 Viewed: 305 times

Dear Doug,

Thank you for your response and for sharing the relevant link. I will reach out if any ideas come up.

Regards,
Selam

Topic "Capability of Integrating WEAP with Machine Learning and Multi-Objective Optimization"