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|Title:||Test buildings with TABS for MPC-performance evaluation — Comparability and system identification||Authors:||Pichler, Martin Felix
|Keywords:||building management systems;cooling;heating;performance evaluation;predictive control||Issue Date:||2016||Publisher:||IEEE||Conference:||2016 European Control Conference||Abstract:||The 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.||URI:||http://hdl.handle.net/20.500.11790/1426||ISBN:||978-1-5090-2591-6||DOI:||10.1109/ECC.2016.7810449||Rights:||info:eu-repo/semantics/closedAccess|
|Appears in Collections:||Energie-Umweltmanagement|
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