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Welcome to the emhass wiki!

This is the TODO list. The current work in progress is the creatin of an Add-On for Home Assistant OS users. The advancement is here: https://github.com/davidusb-geek/emhass-add-on

TODO

Create a plotting script to visualize the optimization results.
Propose multiple types of cost functions: profit maximization, self-consumption maximization, etc.
Integrate the possibility of variable tariffs, for purshasing and selling energy to the grid.
Implement an energy management with a Model Predictive Control approach. Consider implementing the receiding horizon approach.
Introduce the modeling of constraints during optimization for a thermal energy storage.
Add elasticity to LP formulation in case on infeasible solution.

Define the type of forecast that should be used from the configuration file.
Move get_load_unit_cost from optimization to forecast class: define forecast methods for load and PV production prices.
Improve load forecasting using a time series forecast algorithm. Some tests were made with fbprophet but results are not completly satisfactory. The model needs some regressors for more accuracy.
Test with LTSM with or without Autoencoders.

EMHASS hass been tested in Home Assistan Core. It need to be tested on Home Assistant Operating System and Home Assistant Container.
Create an EMHASS add-on for even easier installation on Home Assistant Operating System and Home Assistant Supervised.
Package everything in a docker container.
Improve testing to be used with no running hass instance.