This is not a new idea. Probably every SSA performance engineer might be having this in mind. Currently there was offline Excel based what-if available and offered to customers. However there was an on going effort to make physics based online what-if tool for HUBCO customer. Regional Digital team is having more update on this.
In a long run, we would think of making NN based models trained from physics based based models DOE results, similar to SURROGATE models in OOV2. This would be more flexible and faster and no uncertainty of convergence. Also forecasting capability should also be considered.
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