Fractional-order AutoRegressive model with eXogenous variables for building thermodynamics
Download and unzip farx and set farx as the work folder in Matlab. Run farxid.m to identify a FARX model from the data in the data folder and compare the performances of FARX and conventional ARX models. The data has been generated using a detailed model for building thermodynamics simulation.
Refer to reference [1] for the algorithm and the data description.
Please cite [1] if you use farx for your own work.
[1] Chen, L., Basu, B. & McCabe, D. (2016). Fractional order models for system identification of thermal dynamics of buildings. Energy and Buildings, 133, 381-388.
This code is licensed under MIT License.
- Dr. Lin Chen