CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id ecaade2015_38
authors Stavrakantonaki, Marina
year 2015
title A Framework for Input Data Processing During Building Energy Model Calibration. A Case Study
source Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 1, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 625-634
summary Key parameter of a reasoning process supporting real time performance is the use of active heuristics that facilitate the achievement of goals in a timely manner (Dodiawala et al. 1989). A real time approach should incorporate speed, timeliness and adaptation during the execution of tasks. Speed and efficient knowledge processing are addressed for the solution of complex building engineering problems, such as the calibration of Building Energy Models (BEM) to the actual performance data. During retrofit projects, calibrated BEM models aid the design process, and provide a solid base for performative assessments. Despite the demand for building performance evaluations, BEM calibration remains a work-intensive task (Lam et al. 2014). This study proposes a time efficient framework for BEM calibration input data management based on the methodology of a blackboard artificial intelligence knowledge processing system. The resulting model was used for sequential data mining for the energy assessment during the renovation of a commercial building.
wos WOS:000372317300068
series eCAADe
email marina.stavrak@gmail.com
more https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=e440bdd6-7021-11e5-bdb0-00190f04dc4c
full text file.pdf (2,016,348 bytes)
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100%; open Adeli, H. and Kao, W.-M. (1996) Find in CUMINCAD Object-Oriented Blackboard Models for Integrated Design of Steel Structures , Computers and Structures, 61(3), pp. 545-561
100%; open Coakley, D., Raftery, P., Molloy, P. and White, P. (2011) Find in CUMINCAD Calibration of a Detailed BES Model To Measured Data Using an Evidence-Based Analytical Optimisation Approach , Proceedings of the 12th Conference of International Building Performance Simulation Association, Sydney, pp. 374-381
100%; open Dodhiawala, R., Jagannathan, V., Baum, L. and Skillman, T. (1989) Find in CUMINCAD The First Workshop on Blackboard Systems , AI Magazine, 10(1), pp. 77-80
100%; open Lalanda, P., Charpillet, F. and Haton, J.P. (1992) Find in CUMINCAD A Real Time Blackboard Based Architecture , Proceedings of ECAI, pp. 262-266
100%; open Lam, K.P., Zhao, J., Ydstie, E.B., Wirick, J., Qi, M. and Park, J. (2014) Find in CUMINCAD An EnergyPlus Whole Building Energy Model Calibration Method for Office Buildings Using Occupant Behavior Data Mining and Empirical Data , Proceedings of the 2014 ASHRAE/IBPSA_USA Building Simulation Conference, Atlanta, pp. 160-167
100%; open Newsham, G.R., Mancini, S. and Birt, B.J. (2009) Find in CUMINCAD Do LEED-certified buildings save energy? Yes, but... , Energy and Buildings, 41, pp. 897-905
100%; open Raftery, P., Keane, M. and O'Donnell, J. (2011) Find in CUMINCAD Calibrating whole building energy models: An evidence-based methodology , Energy and Buildings, 43, pp. 2356-2364
100%; open Reddy, T.A., Maor, I. and Panjapornpon, C. (2007) Find in CUMINCAD Calibrating Detailed Building Energy Simulation Programs with Measured Data-Part I: General Methodology (RP-1051) , HVAC&R Research, 13(2), pp. 221-241
100%; open Shika, S.A., Sapri, M., Sipan, I., Abubakar, I.A., Umar, A. and Wakawa, U.B. (2013) Find in CUMINCAD Approach to Calibrated Simulation Tool for Improved Building Performance , Advanced Materials Research, 689, pp. 22-25
100%; open Vraneš, S. and Stanojević, M. (1999) Find in CUMINCAD Design knowledge representation in Prolog/Rex , Engineering Applications of Artificial Intelligence, 12, pp. 221-228

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