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Title
2016 European Control Conference
Start Date
June 29, 2016
End Date
July 1, 2016
Location
Aalborg, Denmark
Acronym
ECC 2016
Views
32
Acquisition Date
Jul 26, 2024
Jul 26, 2024
Publications
Now showing 1 - 1 of 1
- PublicationTest buildings with TABS for MPC-performance evaluation — Comparability and system identificationThe research project (MPC-Boxes) deals with the design and construction of two test buildings (Test-Boxes), built for the purpose of performance evaluation of a model predictive controller (MPC) in comparison to a standard controller - for heating and cooling via thermally activated building systems (TABS). The paper introduces the experimental environment, investigates the thermo-physical similarity of the two Test-Boxes, and deals with system identification related aspects. A simple third order state space model (SSM) is derived from first principles. This SSM served as a basis for the derivation of a structured SSM which is facilitated for parameter estimation by means of real measurement data. The performance of the structured SSM is validated with different identification data. The cross-validation performance decreases especially for longer validation intervals, however, within the MPC relevant prediction horizon the performance is still acceptable.
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