Paper Conference

Proceedings of BauSim Conference 2014: 5th Conference of IBPSA-Germany and Austria

     

Development of a framework based on PyFMI for optimization and fault detection

G. A. Böhme, N. Rehault

Abstract: In this article we describe a methodology and a tool chain that allows reusing simulation models for optimization and fault detection during building operation. We illustrate the integration of simulation models, set up in Modelica, in a Python environment using PyFMI. Then, considering as a demonstrator a complex energy supply system for a school campus in Germany, we show first results for the optimization of the ice storage management of that system. Finally, we discuss further applications of the described setup for offline and online fault detection, optimization and predictive control.
Pages: 108 - 114
Paper:
bausim2014_1121