Model:Curve extraction and fitting of energy conversion systems

From HUES Platform Wiki

To edit the entries in this page, select "Edit with form" in the "Page tools" menu at the top of the page.

General information

Description Version 0.1

This module can be used to extract and fit efficiency curve data from graphical data. The files heat_pump_data.m and chp_data.m show how to load and fit data from .mat files. The tool grabit can be use to digialize graphical data; The function single_binary_fit.m fits the curve data to a piecewise linear model using only 1 binary variable to deal with the possible non-concavity of the energy conversion process.

The .m files heat_pump_data.m and chp_data.m are examples of the fitting process.

Download URL
Authors Marc Hohmann
Required software MATLAB, YALMIP, MILP solver such as CPLEX
Related publications Optimal dispatch of large multi-carrier energy networks considering energy conversion functions M.Hohmann, R. Evins, J. Lygeros (submitted)
Licence type Not specified
Accessible to Empa UES


Documentation may be uploaded, linked or directly entered into the wiki.

Documentation URL(s):
Documentation file:
Documentation page: