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Original Articles

Artificial intelligence for energy conservation in buildings

Pages 267-299 | Published online: 06 Jun 2011

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (7)

Yujie Lu, Tapeesh Sood, Ruidong Chang & Longhui Liao. (2022) Factors impacting integrated design process of net zero energy buildings: an integrated framework. International Journal of Construction Management 22:9, pages 1700-1712.
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Connor Larkin, Caitlin Drummond Otten & Joseph Árvai. (2022) Paging Dr. JARVIS! Will people accept advice from artificial intelligence for consequential risk management decisions?. Journal of Risk Research 25:4, pages 407-422.
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Athanasios Aris Panagopoulos, Filippos Christianos, Michail Katsigiannis, Konstantinos Mykoniatis, Marco Pritoni, Orestis P. Panagopoulos, Therese Peffer, Georgios Chalkiadakis, David E. Culler, Nicholas R. Jennings & Timothy Lipman. (2022) A low-complexity non-intrusive approach to predict the energy demand of buildings over short-term horizons. Advances in Building Energy Research 16:2, pages 202-213.
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Rav Panchalingam & Ka C. Chan. (2021) A state-of-the-art review on artificial intelligence for Smart Buildings. Intelligent Buildings International 13:4, pages 203-226.
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Christina Anastasiadi & Anastasios I. Dounis. (2018) Co-simulation of fuzzy control in buildings and the HVAC system using BCVTB. Advances in Building Energy Research 12:2, pages 195-216.
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Panagiotis Kofinas, George Vouros & Anastasios I. Dounis. (2018) Energy management in solar microgrid via reinforcement learning using fuzzy reward. Advances in Building Energy Research 12:1, pages 97-115.
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Federico M. Butera. (2013) Zero-energy buildings: the challenges. Advances in Building Energy Research 7:1, pages 51-65.
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Articles from other publishers (58)

Zhengen Ren, Ai Jian & Dong Chen. (2023) Development of an Energy Rating Tool for Australian Existing Housing. Energies 16:21, pages 7368.
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Medhat A. Nemitallah, Mohammad A. Nabhan, Maad Alowaifeer, Agus Haeruman, Fahad Alzahrani, Mohamed A. Habib, Moustafa Elshafei, Mohammed I. Abouheaf, Mansur Aliyu & Motaz Alfarraj. (2023) Artificial intelligence for control and optimization of boilers’ performance and emissions: A review. Journal of Cleaner Production 417, pages 138109.
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Md Eshrat E. Alahi, Arsanchai Sukkuea, Fahmida Wazed Tina, Anindya Nag, Wattanapong Kurdthongmee, Korakot Suwannarat & Subhas Chandra Mukhopadhyay. (2023) Integration of IoT-Enabled Technologies and Artificial Intelligence (AI) for Smart City Scenario: Recent Advancements and Future Trends. Sensors 23:11, pages 5206.
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Sasikala Devi Thangavelu, Eko Supriyanto, Azli Yahya, Mohamad Haider Abu Yazid, Shaman Kalearasu & Aishriah Kalearasu. (2022) Fuzzy Based Multimodality Clinical Alarm in ICU/CCU. Fuzzy Based Multimodality Clinical Alarm in ICU/CCU.
Merve Kuru Erdem, Onur Sariçiçek & Gulben Calis. (2022) Benchmarking performance of machine-learning methods for building energy demand modelling. Proceedings of the Institution of Civil Engineers - Engineering Sustainability, pages 1-12.
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Lucas Richter, Malte Lehna, Sophie Marchand, Christoph Scholz, Alexander Dreher, Stefan Klaiber & Steve Lenk. (2022) Artificial Intelligence for Electricity Supply Chain automation. Renewable and Sustainable Energy Reviews 163, pages 112459.
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Maria Enrica Zamponi & Enrico Barbierato. (2022) The Dual Role of Artificial Intelligence in Developing Smart Cities. Smart Cities 5:2, pages 728-755.
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Nasrin Taghavi, Robert K. Niven, David J. Paull & Matthias Kramer. (2022) Groundwater vulnerability assessment: A review including new statistical and hybrid methods. Science of The Total Environment 822, pages 153486.
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Emmanuel Imuetinyan Aghimien, Danny Hin Wa Li & Ernest Kin-Wai Tsang. (2021) Bioclimatic architecture and its energy-saving potentials: a review and future directions. Engineering, Construction and Architectural Management 29:2, pages 961-988.
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Mohammadreza Akbari & Thu Nguyen Anh Do. (2021) A systematic review of machine learning in logistics and supply chain management: current trends and future directions. Benchmarking: An International Journal 28:10, pages 2977-3005.
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Emmanuel I. Aghimien, Danny H.W. Li, Wenqiang Chen & Ernest K.W. Tsang. (2021) Daylight luminous efficacy: An overview. Solar Energy 228, pages 706-724.
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Ateyah Alzahrani, Ioan Petri, Yacine Rezgui & Ali Ghoroghi. (2021) Decarbonisation of seaports: A review and directions for future research. Energy Strategy Reviews 38, pages 100727.
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Linda Barelli, Elisa Belloni, Gianni Bidini, Cinzia Buratti & Emilia Maria Pinchi. (2021) Development of a Decisional Procedure Based on Fuzzy Logic for the Energy Retrofitting of Buildings. Sustainability 13:16, pages 9318.
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W. Jayaratne, S.W.S.B. Dasanayaka & D. Mudalige. (2021) Barriers to Use of Artificial Intelligence on Energy Conservation in Government Buildings: Awareness as a Moderating Function of Technology Acceptance. Barriers to Use of Artificial Intelligence on Energy Conservation in Government Buildings: Awareness as a Moderating Function of Technology Acceptance.
Mochen Liao & Yuan Yao. (2021) Applications of artificial intelligence‐based modeling for bioenergy systems: A review. GCB Bioenergy 13:5, pages 774-802.
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Mamdooh Alwetaishi & Amal Shamseldin. (2021) The use of artificial intelligence (AI) and Big-Data to improve energy consumption in existing buildings. IOP Conference Series: Materials Science and Engineering 1148:1, pages 012001.
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Claire NICODEME. (2021) AI Legitimacy for Sustainability. AI Legitimacy for Sustainability.
K. Parvin, M. S. Hossain Lipu, M. A. Hannan, Majid A. Abdullah, Ker Pin Jern, R. A. Begum, Muhamad Mansur, Kashem M. Muttaqi, T. M. Indra Mahlia & Zhao Yang Dong. (2021) Intelligent Controllers and Optimization Algorithms for Building Energy Management Towards Achieving Sustainable Development: Challenges and Prospects. IEEE Access 9, pages 41577-41602.
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Anabi Hilary Kelechi, Mohammed H. Alsharif, Okpe Jonah Bameyi, Paul Joan Ezra, Iorshase Kator Joseph, Aaron-Anthony Atayero, Zong Woo Geem & Junhee Hong. (2020) Artificial Intelligence: An Energy Efficiency Tool for Enhanced High performance computing. Symmetry 12:6, pages 1029.
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Ali Ghahramani, Parson Galicia, David Lehrer, Zubin Varghese, Zhe Wang & Yogesh Pandit. (2020) Artificial Intelligence for Efficient Thermal Comfort Systems: Requirements, Current Applications and Future Directions. Frontiers in Built Environment 6.
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Yan Su. (2020) Smart energy for smart built environment: A review for combined objectives of affordable sustainable green. Sustainable Cities and Society 53, pages 101954.
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Jayachander Surbiryala & Chunming Rong. 2020. Engineering Assets and Public Infrastructures in the Age of Digitalization. Engineering Assets and Public Infrastructures in the Age of Digitalization 275 282 .
Bilal Bou Saleh, Ghazi Bou Saleh, Mohammad Hajjar, Abdellah El Moudni & Oussama Barakat. 2020. Proceedings of the 8th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT’18), Vol.1. Proceedings of the 8th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT’18), Vol.1 449 462 .
Yueqiang Xu, Petri Ahokangas, Jean-Nicolas Louis & Eva Pongrácz. (2019) Electricity Market Empowered by Artificial Intelligence: A Platform Approach. Energies 12:21, pages 4128.
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Chenxi Zhu, Jian Lv, Lingdong Chen, Weiqiang Lin, Jing Zhang, Jintao Yang & Jie Feng. (2019) Dark, heat-reflective, anti-ice rain and superhydrophobic cement concrete surfaces. Construction and Building Materials 220, pages 21-28.
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Miguel Ángel Antón, Joaquín Ordieres-Meré, Unai Saralegui & Shengjing Sun. (2019) Non-Invasive Ambient Intelligence in Real Life: Dealing with Noisy Patterns to Help Older People. Sensors 19:14, pages 3113.
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Apostolos C. Tsolakis, Ioannis Moschos, Alexandros Zerzelidis, Pantelis Tropios, Stylianos Zikos, Athanasios Tryferidis, Stelios Krinidis, Dimosthenis Ioannidis & Dimitrios Tzovaras. (2019) Occupancy-based decision support system for building management: From automation to end-user persuasion. International Journal of Energy Research 43:6, pages 2261-2280.
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J. Aguilar, Alberto Garces-Jimenez, Nuria Gallego-Salvador, Jose Antonio Gutierrez De Mesa, Jose Manuel Gomez-Pulido & Alvaro Jose Garcia-Tejedor. (2019) Autonomic Management Architecture for Multi-HVAC Systems in Smart Buildings. IEEE Access 7, pages 123402-123415.
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Abdulaziz Almalaq & Jun Jason Zhang. (2019) Evolutionary Deep Learning-Based Energy Consumption Prediction for Buildings. IEEE Access 7, pages 1520-1531.
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Eric Kin Wai Lau, Abel Zhao & Anthony Ko. 2019. Knowledge Management in Organizations. Knowledge Management in Organizations 515 524 .
Xiangmin Li, Yonghui Huang, Yijia Zhou & Xiaojin Zhu. (2018) Robot Path Planning Using Improved Artificial Bee Colony Algorithm. Robot Path Planning Using Improved Artificial Bee Colony Algorithm.
Philipp Geyer & Sundaravelpandian Singaravel. (2018) Component-based machine learning for performance prediction in building design. Applied Energy 228, pages 1439-1453.
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Sheng-Luen Chung, Yi-Xun Chen & Ming-Wei Ye. (2018) GAM Modeling on Power Consumption for Campus Buildings. GAM Modeling on Power Consumption for Campus Buildings.
Jing Zhang, Weiqiang Lin, Chenxi Zhu, Jian Lv, Weicheng Zhang & Jie Feng. (2018) Dark, Infrared Reflective, and Superhydrophobic Coatings by Waterborne Resins. Langmuir 34:19, pages 5600-5605.
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Arkadiusz Węglarz. (2018) Using Artificial Intelligence in energy efficient construction. E3S Web of Conferences 49, pages 00125.
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Colm V. Gallagher, Ken Bruton, Kevin Leahy & Dominic T.J. O’Sullivan. (2018) The suitability of machine learning to minimise uncertainty in the measurement and verification of energy savings. Energy and Buildings 158, pages 647-655.
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Elena Mocanu, Phuong H. Nguyen & Madeleine Gibescu. 2018. Big Data Application in Power Systems. Big Data Application in Power Systems 125 158 .
Erdenebileg Batbaatar, Hyun Woo Park, Dingkun Li, Meijing Li & Keun Ho Ryu. 2018. Intelligent Information and Database Systems. Intelligent Information and Database Systems 224 234 .
Veronica Lucia Castaldo & Anna Laura Pisello. (2017) Uses of dynamic simulation to predict thermal‐energy performance of buildings and districts: a review. Wiley Interdisciplinary Reviews: Energy and Environment 7:1, pages e269.
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Nikolaos G. Paterakis, Elena Mocanu, Madeleine Gibescu, Bart Stappers & Walter van Alst. (2017) Deep learning versus traditional machine learning methods for aggregated energy demand prediction. Deep learning versus traditional machine learning methods for aggregated energy demand prediction.
Aparicio-Ruiz Pablo, Guadix-Martín José, Onieva-Giménez Luis, Cortés-Achedad Pablo & Muñuzuri-Sanz Jesús. (2017) Identification of Patterns of Consumption through the Daily Mean Outdoor Temperature. World Journal of Engineering and Technology 05:03, pages 20-28.
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Wim Zeiler, Timilehin Labeodan, Kennedy Aduda & Gert Boxem. 2017. Mediterranean Green Buildings & Renewable Energy. Mediterranean Green Buildings & Renewable Energy 47 59 .
M. Bassford & B. Painter. (2016) Intelligent Bio-Environments: Exploring Fuzzy Logic Approaches to the Honeybee Crisis. Intelligent Bio-Environments: Exploring Fuzzy Logic Approaches to the Honeybee Crisis.
Frederic Magoules, Michel Piliougine & David Elizondo. (2016) Support Vector Regression for Electricity Consumption Prediction in a Building in Japan. Support Vector Regression for Electricity Consumption Prediction in a Building in Japan.
Elena Mocanu, Phuong H. Nguyen, Madeleine Gibescu, Emil Mahler Larsen & Pierre Pinson. (2016) Demand forecasting at low aggregation levels using Factored Conditional Restricted Boltzmann Machine. Demand forecasting at low aggregation levels using Factored Conditional Restricted Boltzmann Machine.
Elena Mocanu, Phuong H. Nguyen, Madeleine Gibescu & Wil L. Kling. (2016) Deep learning for estimating building energy consumption. Sustainable Energy, Grids and Networks 6, pages 91-99.
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Elena Mocanu, Phuong H. Nguyen, Wil L. Kling & Madeleine Gibescu. (2016) Unsupervised energy prediction in a Smart Grid context using reinforcement cross-building transfer learning. Energy and Buildings 116, pages 646-655.
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Frédéric Magoulès & Hai‐Xiang Zhao. 2016. Data Mining and Machine Learning in Building Energy Analysis. Data Mining and Machine Learning in Building Energy Analysis 149 162 .
Panagiotis Kofinas, George Vouros & Anastasios I. Dounis. (2016) Energy Management in Solar Microgrid via Reinforcement Learning. Energy Management in Solar Microgrid via Reinforcement Learning.
William J. Sutherland, Steven Broad, Jacqueline Caine, Mick Clout, Lynn V. Dicks, Helen Doran, Abigail C. Entwistle, Erica Fleishman, David W. Gibbons, Brandon Keim, Becky LeAnstey, Fiona A. Lickorish, Paul Markillie, Kathryn A. Monk, Diana Mortimer, Nancy Ockendon, James W. Pearce-Higgins, Lloyd S. Peck, Jules Pretty, Johan Rockström, Mark D. Spalding, Femke H. Tonneijck, Bonnie C. Wintle & Katherine E. Wright. (2016) A Horizon Scan of Global Conservation Issues for 2016. Trends in Ecology & Evolution 31:1, pages 44-53.
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Elena Mocanu, Kennedy O. Aduda, Phuong H. Nguyen, Gert Boxem, Wim Zeiler, Madeleine Gibescu & Wil L. Kling. (2014) Optimizing the energy exchange between the Smart Grid and Building Systems. Optimizing the energy exchange between the Smart Grid and Building Systems.
Elena Mocanu, Phuong H. Nguyen, Madeleine Gibescu & Wil L. Kling. (2014) Comparison of machine learning methods for estimating energy consumption in buildings. Comparison of machine learning methods for estimating energy consumption in buildings.
Pervez Hameed Shaikh, Nursyarizal Bin Mohd Nor, Perumal Nallagownden, Irraivan Elamvazuthi & Taib Ibrahim. (2014) A review on optimized control systems for building energy and comfort management of smart sustainable buildings. Renewable and Sustainable Energy Reviews 34, pages 409-429.
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A.S. Ahmad, M.Y. Hassan, M.P. Abdullah, H.A. Rahman, F. Hussin, H. Abdullah & R. Saidur. (2014) A review on applications of ANN and SVM for building electrical energy consumption forecasting. Renewable and Sustainable Energy Reviews 33, pages 102-109.
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Marcelo Godoy Simoes & Saurav Bhattarai. (2012) Improving energy efficiency of cyber physical systems using multi-agent based control. Improving energy efficiency of cyber physical systems using multi-agent based control.
Hai-xiang Zhao & Frédéric Magoulès. (2012) A review on the prediction of building energy consumption. Renewable and Sustainable Energy Reviews 16:6, pages 3586-3592.
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Tobore Ekwevugbe, Neil Brown & Denis Fan. (2012) A design model for building occupancy detection using sensor fusion. A design model for building occupancy detection using sensor fusion.
Laura Klein, Jun-young Kwak, Geoffrey Kavulya, Farrokh Jazizadeh, Burcin Becerik-Gerber, Pradeep Varakantham & Milind Tambe. (2012) Coordinating occupant behavior for building energy and comfort management using multi-agent systems. Automation in Construction 22, pages 525-536.
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