FW-DDSM

A python package for implementing the Frank-Wolfe-based distributed demand scheduling method.

pip install fw-ddsm

Setting up the ubuntu envrionment for using FW-DDSM

1. install python3 (should come with ubuntu v20
2. install pip sudo apt-get install python3-pip
3. install dependencies pip3 install fw-ddsm pandas pandas_bokeh numpy more-itertools
4. install snap sudo apt-get install snapd
5. install minizinc bundle sudo snap install minizinc --classic

Features of FW-DDSM

1. Pricing master problem

Minimise the inconvenience, consumption cost and the peak-to-average ratio of the aggregate demand profile of all households.

2. Household subproblem

Scheduling both the appliances and the batteries to minmise the cost, the inconvenience and the peak-to-average ratio of the household.