OPTIMIZATION-BASED MONITORING-SUPPORTED CALIBRATION OF A THERMAL PERFORMANCE SIMULATION MODEL

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TAHERI M.; MAHDAVI A.

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Journal Paper

Paper Information

Journal: International Journal of Optimization in Civil Engineering Year:2014 | Volume:4 | Issue:2 Page(s): 261-271

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Information Journal Paper

Title

OPTIMIZATION-BASED MONITORING-SUPPORTED CALIBRATION OF A THERMAL PERFORMANCE SIMULATION MODEL

Author(s)

TAHERI M. | MAHDAVI A. | Issue Writer Certificate

Keywords

THERMAL PERFORMANCE

BUILDING MONITORING

SIMULATION

CALIBRATION

OPTIMIZATION

Abstract

Building performance SIMULATION is being increasingly deployed beyond the building design phase to support efficient building operation. Specifically, the predictive feature of the SIMULATION-assisted building systems control strategy provides distinct advantages in view of building systems with high latency and inertia. Such advantages can be exploited only if model predictions can be relied upon. Hence, it is important to calibrate SIMULATION models based on monitored data. In the present paper, we report on the use of OPTIMIZATION-aided model CALIBRATION in the context of an existing university building. Thereby, our main objective is to deploy data obtained via the monitoring system to both populate the initial SIMULATION model and to maintain its fidelity through an ongoing OPTIMIZATION-based CALIBRATION process. The results suggest that the CALIBRATION can significantly improve the predictive performance of the thermal SIMULATION model.

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APA: Copy

TAHERI, M., & MAHDAVI, A.. (2014). OPTIMIZATION-BASED MONITORING-SUPPORTED CALIBRATION OF A THERMAL PERFORMANCE SIMULATION MODEL. INTERNATIONAL JOURNAL OF OPTIMIZATION IN CIVIL ENGINEERING, 4(2), 261-271. SID. https://sid.ir/paper/329450/en

Vancouver: Copy

TAHERI M., MAHDAVI A.. OPTIMIZATION-BASED MONITORING-SUPPORTED CALIBRATION OF A THERMAL PERFORMANCE SIMULATION MODEL. INTERNATIONAL JOURNAL OF OPTIMIZATION IN CIVIL ENGINEERING[Internet]. 2014;4(2):261-271. Available from: https://sid.ir/paper/329450/en

IEEE: Copy

M. TAHERI, and A. MAHDAVI, “OPTIMIZATION-BASED MONITORING-SUPPORTED CALIBRATION OF A THERMAL PERFORMANCE SIMULATION MODEL,” INTERNATIONAL JOURNAL OF OPTIMIZATION IN CIVIL ENGINEERING, vol. 4, no. 2, pp. 261–271, 2014, [Online]. Available: https://sid.ir/paper/329450/en

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