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OpenAlex Citation Counts

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OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!

If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.

Requested Article:

A Review of Reinforcement Learning Applications to Control of Heating, Ventilation and Air Conditioning Systems
Seppo Sierla, Heikki Ihasalo, Valeriy Vyatkin
Energies (2022) Vol. 15, Iss. 10, pp. 3526-3526
Open Access | Times Cited: 24

Showing 24 citing articles:

Analysis of Challenges and Solutions of IoT in Smart Grids Using AI and Machine Learning Techniques: A Review
Tehseen Mazhar, Hafiz Muhammad Irfan, Inayatul Haq, et al.
Electronics (2023) Vol. 12, Iss. 1, pp. 242-242
Open Access | Times Cited: 92
The Role of Machine Learning and the Internet of Things in Smart Buildings for Energy Efficiency
Syed Bilal Shah, Muhammad Iqbal, Zeeshan Aziz, et al.
Applied Sciences (2022) Vol. 12, Iss. 15, pp. 7882-7882
Open Access | Times Cited: 67
Reinforcement learning for HVAC control in intelligent buildings: A technical and conceptual review
Khalil Al Sayed, Abhinandana Boodi, Roozbeh Sadeghian Broujeny, et al.
Journal of Building Engineering (2024) Vol. 95, pp. 110085-110085
Open Access | Times Cited: 12
From DevOps to MLOps: Overview and Application to Electricity Market Forecasting
Rakshith Subramanya, Seppo Sierla, Valeriy Vyatkin
Applied Sciences (2022) Vol. 12, Iss. 19, pp. 9851-9851
Open Access | Times Cited: 36
Review and Evaluation of Reinforcement Learning Frameworks on Smart Grid Applications
Dimitrios Vamvakas, Panagiotis Michailidis, Christos Korkas, et al.
Energies (2023) Vol. 16, Iss. 14, pp. 5326-5326
Open Access | Times Cited: 20
An environment-adaptive SAC-based HVAC control of single-zone residential and office buildings
Xinlin Wang, Nariman Mahdavi, Subbu Sethuvenkatraman, et al.
Data-Centric Engineering (2025) Vol. 6
Open Access
Data-driven policy mapping for safe RL-based energy management systems
Théo Zangato, Aomar Osmani, Pegah Alizadeh
Energy Reports (2025) Vol. 13, pp. 1888-1909
Closed Access
Reinforcement Learning with External Teacher for Building Energy Management
Oleg Yu. Maryasin, Artem Plohotnyuk
Lecture notes in electrical engineering (2025), pp. 256-268
Closed Access
Balancing Indoor Air Quality and ventilation efforts via Deep Reinforcement Learning: an agent-based approach applied to an office building
Juan Pablo Giraldo-Pérez, Jan L. Bruse, Juan Carlos Odriozola, et al.
Energy and Buildings (2025), pp. 115501-115501
Open Access
Reinforcement Learning for Control and Optimization of Real Buildings: Identifying and Addressing Implementation Hurdles
Lotta Kannari, Nina Wessberg, Sara Hirvonen, et al.
Journal of Building Engineering (2025), pp. 112283-112283
Open Access
Human-in-the-loop control strategy for IoT-based smart thermostats with Deep Reinforcement Learning
Payam Fatehi Karjou, Fabian Stupperich, Phillip Stoffel, et al.
Energy and AI (2025), pp. 100490-100490
Open Access
Designing reinforcement learning algorithms for building HVAC control: From experimental observation to simulation comparisons
Fangzhou Guo, Sang woo Ham, Donghun Kim, et al.
Applied Thermal Engineering (2025), pp. 126106-126106
Closed Access
Intelligent control of electric vehicle air conditioning system based on deep reinforcement learning
Liange He, Pengpai Li, Yan Zhang, et al.
Applied Thermal Engineering (2024) Vol. 245, pp. 122817-122817
Closed Access | Times Cited: 4
A Reinforcement Learning Approach to Guide Web Crawler to Explore Web Applications for Improving Code Coverage
Chien‐Hung Liu, Shingchern D. You, Ying-Chieh Chiu
Electronics (2024) Vol. 13, Iss. 2, pp. 427-427
Open Access | Times Cited: 3
Scheduling for the Flexible Job-Shop Problem with a Dynamic Number of Machines Using Deep Reinforcement Learning
Yu‐Hung Chang, Chien‐Hung Liu, Shingchern D. You
Information (2024) Vol. 15, Iss. 2, pp. 82-82
Open Access | Times Cited: 2
Optimal control of a solar-driven seasonal sorption storage system through deep reinforcement learning
Alicia Crespo, Daniel Gibert, Álvaro de Gracia, et al.
Applied Thermal Engineering (2023) Vol. 238, pp. 121905-121905
Open Access | Times Cited: 3
A Comparison of Classical and Deep Reinforcement Learning Methods for HVAC Control
Marshall Wang, John Willes, Thomas Jiralerspong, et al.
(2023), pp. 1-7
Open Access | Times Cited: 3
Performance, robustness, and portability of imitation-assisted reinforcement learning policies for shading and natural ventilation control
Bumsoo Park, Alexandra R. Rempel, Sandipan Mishra
Applied Energy (2023) Vol. 347, pp. 121364-121364
Open Access | Times Cited: 2
Performance evaluation of an indirect–direct evaporative cooler using aluminum oxide-based nanofluid
A. Ganesha, Shiva Kumar, Nitesh Kumar, et al.
Journal of Thermal Analysis and Calorimetry (2023) Vol. 148, Iss. 23, pp. 13543-13557
Open Access | Times Cited: 2
A Survey of Reinforcement Learning for Optimization in Automation
Ahmad Farooq, Kamran Iqbal
2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) (2024), pp. 2487-2494
Open Access
Key Lessons From Improving the Energy Efficiency of Hospitals Using Reinforcement Learning: Insights From 39 Deployments in India
Sharada Iyer Dutta, A. Singhal, Appala Srisurya Pardhasaradhi Tupurani, et al.
(2024), pp. 154-158
Open Access
Enhancing Greenhouse Efficiency: Integrating IoT and Reinforcement Learning for Optimized Climate Control
Manuel Platero-Horcajadas, Sofía Pardo-Pina, José María Cámara Zapata, et al.
Sensors (2024) Vol. 24, Iss. 24, pp. 8109-8109
Open Access
Artificial Intelligence and Machine Learning Approaches based on Power Reduction in Automated Internet of Things Devices
Abbas Thajeel Rhaif Alsahlanee, Gunita Arun Chandhok, T. Saravanan, et al.
2022 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI) (2024), pp. 1-7
Closed Access
Energy Saving Control Method of HVAC in Colleges and Universities Considering Thermal Comfort Satisfaction
Yang Li, Xuezhi Zhang, Zhigang Wei
Lecture notes in electrical engineering (2023), pp. 599-606
Closed Access
Collecting Dataset for Machine Learning Using IoT: Based Electricity Consumption in Residential and Commercial Area
D Lingaraja, T Aravind, S. Praveen Kumar, et al.
(2023), pp. 1-9
Closed Access
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