Towards a New Generation of Building Envelope Calibration

Carlos Fernández Bandera and Germán Ramos Ruiz
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Carlos Fernández Bandera: School of Architecture, University of Navarra, 31009 Pamplona, Spain
Germán Ramos Ruiz: School of Architecture, University of Navarra, 31009 Pamplona, Spain

Energies, 2017, vol. 10, issue 12, 1-19

Abstract: Building energy performance (BEP) is an ongoing point of reflection among researchers and practitioners. The importance of buildings as one of the largest activators in climate change mitigation was illustrated recently at the United Nations Framework Convention on Climate Change 21st Conference of the Parties (COP21). Continuous technological improvements make it necessary to revise the methodology for energy calculations in buildings, as has recently happened with the new international standard ISO 52016-1 on Energy Performance of Buildings. In this area, there is a growing need for advanced tools like building energy models (BEMs). BEMs should play an important role in this process, but until now there has no been international consensus on how these models should reconcile the gap between measurement and simulated data in order to make them more reliable and affordable. Our proposal is a new generation of models that reconcile the traditional data-driven (inverse) modelling and law-driven (forward) modelling in a single type that we have called law-data-driven models. This achievement has greatly simplified past methodologies, and is a step forward in the search for a standard in the process of calibrating a building energy model.

Keywords: multi-zone calibration; energy simulation; uncertainty analysis; multi-objective optimization; genetic algorithm (NSGA-II); zero energy calibration (ZEC); building energy models (BEMs); law-driven (forward) modelling; data-driven (inverse) modelling; law-data-driven BEMs (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2017
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (1)

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