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Calibration of Schedules in Building Simulation Using Runtime Monitoring

Tauber, Christian; Tahmasebi, Farhang; Zach, Robert; Mahdavi, Ardeshir; (2014) Calibration of Schedules in Building Simulation Using Runtime Monitoring. In: Human-centred building(s): Proceedings of the 5th German-Austrian IBPSA Conference. (pp. pp. 294-299). IBPSA: RWTH Aachen University, Germany. Green open access

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Abstract

Using runtime measurements from a monitoring system, building performance models can be automatically calibrated on a recurrent basis to decrease deviations from real world conditions. This paper describes algorithms to perform such an automated calibration process. The proposed layerbased structure of the calibration framework allows simple component exchangeability and expandability for implementation of different simulation and optimization tools. The currently proposed approach allows calibration of both non-time dependent model variables (e.g., U-value of a window) and time dependent variables (e.g., schedule of window status).

Type: Proceedings paper
Title: Calibration of Schedules in Building Simulation Using Runtime Monitoring
Event: BauSIM 2014: 5th German-Austrian IBPSA Conference
Location: Aachen, Germany
Dates: 22 Sep 2014 - 24 Sep 2014
Open access status: An open access version is available from UCL Discovery
Publisher version: https://publications.ibpsa.org/proceedings/bausim/...
Language: English
Additional information: This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions.
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of the Built Environment
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of the Built Environment > Bartlett School Env, Energy and Resources
URI: https://discovery-pp.ucl.ac.uk/id/eprint/10184570
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