Turning up the heat on obsolete thermostats: A simulation-based comparison of intelligent control approaches for residential heating systems
Author
Abstract
Suggested Citation
DOI: 10.1016/j.rser.2016.11.112
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Široký, Jan & Oldewurtel, Frauke & Cigler, Jiří & Prívara, Samuel, 2011. "Experimental analysis of model predictive control for an energy efficient building heating system," Applied Energy, Elsevier, vol. 88(9), pages 3079-3087.
- Oldewurtel, Frauke & Sturzenegger, David & Morari, Manfred, 2013. "Importance of occupancy information for building climate control," Applied Energy, Elsevier, vol. 101(C), pages 521-532.
- Isaac, Morna & van Vuuren, Detlef P., 2009. "Modeling global residential sector energy demand for heating and air conditioning in the context of climate change," Energy Policy, Elsevier, vol. 37(2), pages 507-521, February.
- Schimschar, Sven & Blok, Kornelis & Boermans, Thomas & Hermelink, Andreas, 2011. "Germany's path towards nearly zero-energy buildings--Enabling the greenhouse gas mitigation potential in the building stock," Energy Policy, Elsevier, vol. 39(6), pages 3346-3360, June.
- Fadzli Haniff, Mohamad & Selamat, Hazlina & Yusof, Rubiyah & Buyamin, Salinda & Sham Ismail, Fatimah, 2013. "Review of HVAC scheduling techniques for buildings towards energy-efficient and cost-effective operations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 94-103.
- Banfi, Silvia & Farsi, Mehdi & Filippini, Massimo & Jakob, Martin, 2008.
"Willingness to pay for energy-saving measures in residential buildings,"
Energy Economics, Elsevier, vol. 30(2), pages 503-516, March.
- Silvia Banfi & Mehdi Farsi & Massimo Filippini & Martin Jakob, 2005. "Willingness to Pay for Energy-Saving Measures in Residential Buildings," CEPE Working paper series 05-41, CEPE Center for Energy Policy and Economics, ETH Zurich.
- Radakovic, Z. R. & Milosevic, V. M. & Radakovic, S. B., 2002. "Application of temperature fuzzy controller in an indirect resistance furnace," Applied Energy, Elsevier, vol. 73(2), pages 167-182, October.
- Poortinga, Wouter & Steg, Linda & Vlek, Charles & Wiersma, Gerwin, 2003. "Household preferences for energy-saving measures: A conjoint analysis," Journal of Economic Psychology, Elsevier, vol. 24(1), pages 49-64, February.
- Dounis, A.I. & Caraiscos, C., 2009. "Advanced control systems engineering for energy and comfort management in a building environment--A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(6-7), pages 1246-1261, August.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Zhao, B.Y. & Zhao, Z.G. & Li, Y. & Wang, R.Z. & Taylor, R.A., 2019. "An adaptive PID control method to improve the power tracking performance of solar photovoltaic air-conditioning systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 113(C), pages 1-1.
- Clara Ceccolini & Roozbeh Sangi, 2022. "Benchmarking Approaches for Assessing the Performance of Building Control Strategies: A Review," Energies, MDPI, vol. 15(4), pages 1-30, February.
- Tuule Mall Kull & Martin Thalfeldt & Jarek Kurnitski, 2020. "PI Parameter Influence on Underfloor Heating Energy Consumption and Setpoint Tracking in nZEBs," Energies, MDPI, vol. 13(8), pages 1-20, April.
- Christina Turley & Margarite Jacoby & Gregory Pavlak & Gregor Henze, 2020. "Development and Evaluation of Occupancy-Aware HVAC Control for Residential Building Energy Efficiency and Occupant Comfort," Energies, MDPI, vol. 13(20), pages 1-30, October.
- Schäuble, Dominik & Marian, Adela & Cremonese, Lorenzo, 2020. "Conditions for a cost-effective application of smart thermostat systems in residential buildings," Applied Energy, Elsevier, vol. 262(C).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Paulína Šujanová & Monika Rychtáriková & Tiago Sotto Mayor & Affan Hyder, 2019. "A Healthy, Energy-Efficient and Comfortable Indoor Environment, a Review," Energies, MDPI, vol. 12(8), pages 1-37, April.
- D’Oca, Simona & Hong, Tianzhen & Langevin, Jared, 2018. "The human dimensions of energy use in buildings: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 731-742.
- Yang, Lei & Nagy, Zoltan & Goffin, Philippe & Schlueter, Arno, 2015. "Reinforcement learning for optimal control of low exergy buildings," Applied Energy, Elsevier, vol. 156(C), pages 577-586.
- Barbara Mayer & Michaela Killian & Martin Kozek, 2017. "Hierarchical Model Predictive Control for Sustainable Building Automation," Sustainability, MDPI, vol. 9(2), pages 1-20, February.
- Dalia Streimikiene & Tomas Balezentis, 2020. "Willingness to Pay for Renovation of Multi-Flat Buildings and to Share the Costs of Renovation," Energies, MDPI, vol. 13(11), pages 1-16, May.
- Muhammad Fayaz & DoHyeun Kim, 2018. "Energy Consumption Optimization and User Comfort Management in Residential Buildings Using a Bat Algorithm and Fuzzy Logic," Energies, MDPI, vol. 11(1), pages 1-22, January.
- Guo Li & Wenling Liu & Zhaohua Wang & Mengqi Liu, 2017. "An empirical examination of energy consumption, behavioral intention, and situational factors: evidence from Beijing," Annals of Operations Research, Springer, vol. 255(1), pages 507-524, August.
- Reynolds, Jonathan & Rezgui, Yacine & Kwan, Alan & Piriou, Solène, 2018. "A zone-level, building energy optimisation combining an artificial neural network, a genetic algorithm, and model predictive control," Energy, Elsevier, vol. 151(C), pages 729-739.
- Felipe Encinas & Carlos Marmolejo-Duarte & Carlos Aguirre-Nuñez & Francisco Vergara-Perucich, 2020. "When Residential Energy Labeling Becomes Irrelevant: Sustainability vs. Profitability in the Liberalized Chilean Property Market," Sustainability, MDPI, vol. 12(22), pages 1-17, November.
- Gianluca Serale & Massimo Fiorentini & Alfonso Capozzoli & Daniele Bernardini & Alberto Bemporad, 2018. "Model Predictive Control (MPC) for Enhancing Building and HVAC System Energy Efficiency: Problem Formulation, Applications and Opportunities," Energies, MDPI, vol. 11(3), pages 1-35, March.
- Korkas, Christos D. & Baldi, Simone & Michailidis, Iakovos & Kosmatopoulos, Elias B., 2015. "Intelligent energy and thermal comfort management in grid-connected microgrids with heterogeneous occupancy schedule," Applied Energy, Elsevier, vol. 149(C), pages 194-203.
- Wang, Zhu & Wang, Lingfeng & Dounis, Anastasios I. & Yang, Rui, 2012. "Multi-agent control system with information fusion based comfort model for smart buildings," Applied Energy, Elsevier, vol. 99(C), pages 247-254.
- Azar, Elie & Nikolopoulou, Christina & Papadopoulos, Sokratis, 2016. "Integrating and optimizing metrics of sustainable building performance using human-focused agent-based modeling," Applied Energy, Elsevier, vol. 183(C), pages 926-937.
- Byung-Ki Jeon & Eui-Jong Kim, 2021. "LSTM-Based Model Predictive Control for Optimal Temperature Set-Point Planning," Sustainability, MDPI, vol. 13(2), pages 1-14, January.
- Jia, Jun-Jun & Xu, Jin-Hua & Fan, Ying, 2018. "Public acceptance of household energy-saving measures in Beijing: Heterogeneous preferences and policy implications," Energy Policy, Elsevier, vol. 113(C), pages 487-499.
- Farsi, Mehdi, 2010.
"Risk aversion and willingness to pay for energy efficient systems in rental apartments,"
Energy Policy, Elsevier, vol. 38(6), pages 3078-3088, June.
- Mehdi Farsi, 2008. "Risk-Aversion and Willingness to Pay for Energy Efficient Systems in Rental Apartments," CEPE Working paper series 08-55, CEPE Center for Energy Policy and Economics, ETH Zurich.
- Löhr, Yannik & Wolf, Daniel & Pollerberg, Clemens & Hörsting, Alexander & Mönnigmann, Martin, 2021. "Supervisory model predictive control for combined electrical and thermal supply with multiple sources and storages," Applied Energy, Elsevier, vol. 290(C).
- Anna Alberini & Silvia Banfi & Celine Ramseier, 2011. "Energy Efficiency Investments in the Home: Swiss Homeowners and Expectations about Future Energy Prices," CEPE Working paper series 11-80, CEPE Center for Energy Policy and Economics, ETH Zurich.
- Dalia Streimikiene & Tomas Balezentis & Irena Alebaite, 2020. "Climate Change Mitigation in Households between Market Failures and Psychological Barriers," Energies, MDPI, vol. 13(11), pages 1-21, June.
- Marinakis, Vangelis & Doukas, Haris & Karakosta, Charikleia & Psarras, John, 2013. "An integrated system for buildings’ energy-efficient automation: Application in the tertiary sector," Applied Energy, Elsevier, vol. 101(C), pages 6-14.
More about this item
Keywords
Residential buildings; Heating control; Energy efficiency; Thermostat; HVAC control system; Thermal comfort;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:rensus:v:75:y:2017:i:c:p:1254-1268. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.