MICOM is present on PyPi (the Python Package Index), so it can be installed via pip with
pip install micom
The same installation strategy also works with Anaconda installations or any other Python distributions. Supported Python versions are 3.7 or any later.
By default MICOM will also install OSQP as a quadratic programming solver. MICOM employs a bunch of tricks to improve OSQP performance for linear programming problems, but will still only each accuracies in the order of 1e-4. You may install a commercial QP solver to improve the accuracy and speed (all of them offer free academic licenses).
If you have several supported solvers installed you may later specify one with the
solver argument in
Install another QP solver#
The following solvers are proprietary but offer free licenses for academic use. Both solvers are faster and more accurate for the multi-step LP/QP problems in MICOM than OSQP at the moment. So if yo have access to them obtaining a license is worthwhile for using MICOM.
After registering and downloading the CPLEX studio for your OS unpack it (by running the provided installer) to a directory of your choice (we will assume it’s called
Now install the CPLEX python package into your activated environment:
pip install ibm/cplex/python/3.8/x86-64_linux
3.8 with your Python version. Substitute
x86-64_linux with the folder corresponding to your system (there will only be one subfolder in that directory).
Thanks to support from Richard Oberdieck from Gurobi, the Gurobi solvers now work excellently with MICOM.
Gurobi can be installed with conda.
conda install -c gurobi gurobi
You will now have to register the installation using your license key.