comparison

Analysis of benchmark results

This folder contains several studies of the benchmark results.

1. Comparison of the energy management methods

Notebook Comparison.ipynb

Comparison of the different energy management methods implemented in the ../methods folder. This comparison is the core objective of the solar home benchmark.

• Plots of trajectories on the first test days for each method: Trajectory plots folder

2. Sensitivity of benchmark results

Notebook Benchmark_Sensitivity.ipynb

2a. Solar home sizing

Sensitivity to the sizing of the solar home (battery capacity, PV power)

• This is where the sizing (4 kWp, 8 kWh) is determined
• Heatmap plots of the $(P_{PVp}, E_{rated})$ plane in the Sizing plots folder

2b. Input variability

Sensitivity to the variability of the input data (load and sun power), using the bootstrapped samples generated in the data_variability_bootstrap.ipynb notebook.