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Original Articles

A general approach for generating reduced-order models for large multi-zone buildings

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Pages 435-448 | Received 15 Jun 2014, Accepted 14 Oct 2014, Published online: 14 Nov 2014

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Read on this site (5)

Zhendi Ma, Qiongxiang Kong, Kangli Xu, Peifen Wang, Siyan Liu & Liwen Jin. (2021) Numerical simulation on heat transfer inside and outside of vertical buried pipes based on two-model order reduction methods. Numerical Heat Transfer, Part A: Applications 79:9, pages 631-655.
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Jennifer Date, J. A. Candanedo, A. K. Athienitis & K. Lavigne. (2020) Development of reduced order thermal dynamic models for building load flexibility of an electrically-heated high temperature thermal storage device. Science and Technology for the Built Environment 26:7, pages 956-974.
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Donghun Kim, Yeonjin Bae, Sehyun Yun & James E. Braun. (2020) A methodology for generating reduced-order models for large-scale buildings using the Krylov subspace method. Journal of Building Performance Simulation 13:4, pages 419-429.
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Han Li & Tianzhen Hong. (2023) On data-driven energy flexibility quantification: A framework and case study. Energy and Buildings 296, pages 113381.
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Guoqing Hu & Fengqi You. (2023) Multi-Zone Building Control with Thermal Comfort Constraints under Disjunctive Uncertainty using Data-Driven Robust Model Predictive Control. Advances in Applied Energy, pages 100124.
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Evangelos Bellos, Petros Iliadis, Christos Papalexis, Renos Rotas, Ioannis Mamounakis, Vasileios Sougkakis, Nikos Nikolopoulos & Elias Kosmatopoulos. (2022) Holistic renovation of a multi-family building in Greece based on dynamic simulation analysis. Journal of Cleaner Production 381, pages 135202.
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Qiong Chen & Nan Li. (2021) Fast simulation and high-fidelity reduced-order model of the multi-zone radiant floor system for efficient application to model predictive control. Energy and Buildings 248, pages 111210.
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Sicheng Zhan & Adrian Chong. (2021) Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective. Renewable and Sustainable Energy Reviews 142, pages 110835.
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Qiong Chen, Nan Li & Wei Feng. (2021) Model predictive control optimization for rapid response and energy efficiency based on the state-space model of a radiant floor heating system. Energy and Buildings 238, pages 110832.
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Donghun Kim & James E. Braun. (2020) Model predictive control for supervising multiple rooftop unit economizers to fully leverage free cooling energy resource. Applied Energy 275, pages 115324.
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Vicente Gutiérrez González, Germán Ramos Ruiz & Carlos Fernández Bandera. (2020) Empirical and Comparative Validation for a Building Energy Model Calibration Methodology. Sensors 20:17, pages 5003.
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Yawen He, Yamei Zhang, Chao Zhang & Hongyu Zhou. (2020) Energy-saving potential of 3D printed concrete building with integrated living wall. Energy and Buildings 222, pages 110110.
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Christian Ghiaus & Naveed Ahmad. (2020) Thermal circuits assembling and state-space extraction for modelling heat transfer in buildings. Energy 195, pages 117019.
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Han Li, Tianzhen Hong & Marina Sofos. (2019) An inverse approach to solving zone air infiltration rate and people count using indoor environmental sensor data. Energy and Buildings 198, pages 228-242.
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Mattia De Rosa, Marcus Brennenstuhl, Carlos Andrade Cabrera, Ursula Eicker & Donal P. Finn. (2019) An Iterative Methodology for Model Complexity Reduction in Residential Building Simulation. Energies 12:12, pages 2448.
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D.H. Blum, K. Arendt, L. Rivalin, M.A. Piette, M. Wetter & C.T. Veje. (2019) Practical factors of envelope model setup and their effects on the performance of model predictive control for building heating, ventilating, and air conditioning systems. Applied Energy 236, pages 410-425.
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Peter Radecki & Brandon Hencey. (2017) Online Model Estimation for Predictive Thermal Control of Buildings. IEEE Transactions on Control Systems Technology 25:4, pages 1414-1422.
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S. Ben Ayed, D. Kim, J.T. Borggaard & E.M. Cliff. (2016) Optimal control of indoor-air cooling in buildings using a reduced order model. Energy 116, pages 1191-1204.
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Gaurav Chaudhary, Joshua New, Jibonananda Sanyal, Piljae Im, Zheng O’Neill & Vishal Garg. (2016) Evaluation of “Autotune” calibration against manual calibration of building energy models. Applied Energy 182, pages 115-134.
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Donghun Kim, James E. Braun, Jie Cai & Jianghai Hu. (2015) Development of a plug-and-play multiple RTU coordination control algorithm for small/medium commercial buildings. Development of a plug-and-play multiple RTU coordination control algorithm for small/medium commercial buildings.

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