DoE

literature review:

• importance of topic Done
• example (?)
• DoE literature review: Done
  • application of DoE in prediction of energy

Data Visualize and Description:

• copy past of source
• knime

Experiment

• Boruta

• Stepwise linear regression and feature selection:

• models comparison

• describe the need for leveling

• leveling the temp and humidity

• RSM

• Split plot Design

  • T_out
  • F test to find significants

• ANOVCOV: -lights

• block

Tunning the hyperparameters of ANN (random search)

Using significants of stepwise in ANN:

   - meta-model based optimization for tunning

reference paper results

Data production

• Distribution Estimation
• Data purturbation