Challenges, benefits, and open questions in data-driven commercial building cooling optimizationSukhanov, Ivan; Volkova, Anna; Köse, Ahmet; Hani, Allan; Petlenkov, EduardE3S Web of Conferences : BuildSim Nordic 20242024 / art. 06003 https://doi.org/10.1051/e3sconf/202456206003

Continuous automated ventilation heat recovery efficiency performance assessment using building monitoring systemKull, Tuule Mall; Mikola, Alo; Tukia, Andres; Köse, Ahmet; Petlenkov, Eduard; Thalfeldt, MartinE3S Web Conference: Cold Climate HVAC and Energy 20212021 / art. 10006, 10 p. : ill https://doi.org/10.1051/e3sconf/202124610006 Conference Proceedings at Scopus Article at Scopus Article at WOS

Data-driven model for real-time evaluating capacity of commercial buildings to participate in the demand responseBelikov, Juri; Matskevich, Aliaksei; Köse, Ahmet; Petlenkov, EduardE3S Web of Conferences : BuildSim Nordic 20242024 / art. 04001, 12 p https://doi.org/10.1051/e3sconf/202456204001

Demand side management for commercial buildings : multiple heating systems based optimization in real-timeKöse, Ahmet; Sukhanov, Ivan; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, EduardProceedings of the 30th ICE IEEE/ITMC Conference on Engineering, Technology, and Innovation: Digital Transformation on Engineering, Technology and Innovation, ICE 2024 2024 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)2024 / 8 p https://doi.org/10.1109/ICE/ITMC61926.2024.10794302

Dynamic predictive modeling approach of user behavior in virtual reality based applicationKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, Eduard2019 27th Mediterranean Conference on Control and Automation (MED)2019 / p. 57-62 : ill https://doi.org/10.1109/MED.2019.8798521

The experience of a selfassessment tool for enhancing XR technology adoption in SMEs and HEIs across EuropeKöse, Ahmet; Tepljakov, Aleksei; Alsaleh, Saleh Ragheb Saleh; Petlenkov, EduardExtended Reality: International Conference, XR Salento 2023, Lecce, Italy, September 6-9, 2023, Proceedings, Part I2023 / p. 184-197 https://doi.org/10.1007/978-3-031-43401-3_12 Conference proceedings at Scopus Article at Scopus Conference proceedings at WOS Article at WOS

Explainability and transparency of classifiers for air-handling unit faults using explainable artificial intelligence (XAI)Meas, Molika; Machlev, Ram; Köse, Ahmet; Tepljakov, Aleksei; Loo, Lauri; Levron, Yoash; Petlenkov, Eduard; Belikov, JuriSensors2022 / art. 6338 : ill https://doi.org/10.3390/s22176338 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Explainable AI based fault detection and diagnosis system for air handling unitsBelikov, Juri; Meas, Molika; Machlev, Ram; Köse, Ahmet; Tepljakov, Aleksei; Loo, Lauri; Petlenkov, Eduard; Levron, YoashProceedings of the 19th International Conference on Informatics in Control, Automation and Robotics - ICINCO, 2022 , Lisbon, Portugal2022 / p. 271-279 https://doi.org/10.5220/0011350000003271

Gray box time variant clogging behaviour and pressure drop prediction of the air filter in the HVAC systemAlimohammadi, Hossein; Vassiljeva, Kristina; Petlenkov, Eduard; Thalfeldt, Martin; Mikola, Alo; Kull, Tuule Mall; Köse, AhmetE3S Web Conference: Cold Climate HVAC and Energy 20212021 / art. 10002 https://doi.org/10.1051/e3sconf/202124610002 Conference Proceedings at Scopus Article at Scopus Article at WOS

Identification, implementation and simulation of ground source heat pump with ground temperature modelingKöse, Ahmet; Petlenkov, EduardBEC 2016 : 2016 15th Biennial Baltic Electronics Conference : proceedings of the 15th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 3-5, 2016, Tallinn, Estonia2016 / p. 163-166 : ill http://www.ester.ee/record=b2150914*est

Impact of the COVID-19 pandemic on the energy use and performance in commercial buildingsBelikov, Juri; Köse, Ahmet; Petlenkov, Eduard; Tepljakov, Aleksei; Loo, Lauri2022 45th International Conference on Telecommunications and Signal Processing, TSP 20222022 / p. 187-191 https://doi.org/10.1109/TSP55681.2022.9851384

Intelligent virtual environments with assessment of user experiencesKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, EduardArtificial Intelligence and Soft Computing : 20th International Conference, ICAISC 2021, Virtual Event, June 21–23, 2021 : proceedings, Part I2021 / p. 463−474 : ill https://doi.org/10.1007/978-3-030-87986-0_41 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at WOS

Practical demand side management and demand response in large scale buildings with multiple case studiesKöse, Ahmet; Sukhanov, Ivan; Maivel, Mikk; Tepljakov, Aleksei; Hokmabad, Hossein Nourollahi; Petlenkov, Eduard2024 20th International Conference on the European Energy Market (EEM)2024 / 5 p https://doi.org/10.1109/EEM60825.2024.10608965 Conference proceedings at Scopus Article at Scopus Article at WOS

Practical demand side management: one day case studyKöse, Ahmet; Hokmabad, Hossein Nourollahi; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, EduardHealthy Buildings 2023 Europe: Beyond Disciplinary Boundaries: proceedings ; 12023 / p. 36-42 https://www.proceedings.com/content/070/070278webtoc.pdf

Practical real-time data-driven approach for district cooling plant operational optimizationSukhanov, Ivan; Köse, Ahmet; Tepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2024) : proceedings2024 / 5 p https://doi.org/10.1109/ISGTEUROPE62998.2024.10863248

Real time data communication for intelligent extended reality applicationsKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, Eduard2020 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 22-24 June 2020 : proceedings2021 / 6 p https://doi.org/10.1109/CIVEMSA48639.2020.9132970

Real-time localization and visualization of a sound source for virtual reality applicationKöse, Ahmet; Tepljakov, Aleksei; Astapov, Sergei2017 25th International Conference on Software, Telecommunications and Computer Networks (SoftCOM) : Split, Croatia, September 21-23, 20172017 / p 219-224 : ill https://doi.org/10.23919/SOFTCOM.2017.8115577 Conference proceedings at Scopus Article at Scopus

ReImagine lab : bridging the gap between hands-on, virtual and remote control engineering laboratories using digital twins and extended realityAlsaleh, Saleh Ragheb Saleh; Tepljakov, Aleksei; Köse, Ahmet; Belikov, Juri; Petlenkov, EduardIEEE Access2022 / p. 89924-889943 : ill https://doi.org/10.1109/ACCESS.2022.3199371 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Self assessment tool to bridge the gap between XR Technology, SMEs, and HEIsKöse, Ahmet; Tepljakov, Aleksei; Alsaleh, Saleh Ragheb Saleh; Petlenkov, EduardExtended Reality : First International Conference, XR Salento 2022, Lecce, Italy, July 6-8, 2022, Proceedings, Part I2022 / p. 296–311 : ill https://doi.org/10.1007/978-3-031-15546-8_25 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at Scopus

Supply air temperature control in air handling unit based on federated learningEik, Marika; Nourollahi Hokmabad, Hossein; Köse, Ahmet; Husev, Oleksandr; Belikov, Juri2024 IEEE Power and Energy Society General Meeting, PESGM 2024, Seattle, 21 July 25 July, 20242024 / 5 p. : ill https://doi.org/10.1109/PESGM51994.2024.10688759 Conference proceedings at Scopus Article at Scopus

System identification models and using neural networks for Ground Source Heat Pump with ground temperature modeling [Electronic resource]Köse, Ahmet; Petlenkov, Eduard2016 International Joint Conference on Neural Networks (IJCNN) : 24-29 July 2016, Vancouver, Canada2016 / p. 2850-2855 : ill. [USB] https://doi.org/10.1109/IJCNN.2016.7727559

Towards a synesthesia laboratory : real-time localization and Visualization of a sound source for virtual reality applicationsKöse, Ahmet; Tepljakov, Aleksei; Astapov, Sergei; Draheim, Dirk; Petlenkov, Eduard; Vassiljeva, KristinaJournal of communications software and systems2018 / p. 112–120 : ill https://doi.org/10.24138/jcomss.v14i1.410 Journal metrics at Scopus Article at Scopus

Towards assessment of behavioral patterns in a virtual reality environmentKöse, Ahmet; Tepljakov, Aleksei; Abel, Mihkel; Petlenkov, EduardAugmented Reality, Virtual Reality, and Computer Graphics : 6th International Conference, AVR 2019 :Santa Maria al Bagno, Italy, June 24–27, 2019 : Proceedings. Part I2019 / p. 237–253 : ill https://doi.org/10.1007/978-3-030-25965-5_18 Conference proceeding at Scopus Article at Scopus Conference proceeding at WOS Article at WOS

Towards assisting interactive reality : interactive reality for education, data analysis and industryKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, EduardAugmented Reality, Virtual Reality, and Computer Graphics : 5th International Conference : AVR 2018, Otranto, Italy, June 24–27, 2018 : proceedings, Part I2018 / p. 569-588 https://doi.org/10.1007/978-3-319-95282-6_41 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at WOS

Towards dynamic modeling in immersive environments with assessment of user experiences = Dünaamilised mudelid virtuaalsetes keskkondades ja kasutajakogemuste hindamineKöse, Ahmet2020 https://www.ester.ee/record=b5378018*est https://digikogu.taltech.ee/et/Item/4f5fbdbd-21c5-4c6a-94ee-fa8374b5ce3a

Virtual reality meets intelligence in large scale architectureKöse, Ahmet; Petlenkov, Eduard; Tepljakov, Aleksei; Vassiljeva, KristinaAugmented Reality, Virtual Reality, and Computer Graphics : 4th International Conference, AVR 2017, Ugento, Italy, June 12-15, 2017 : proceedings. Part II2017 / p. 297-309 : ill https://doi.org/10.1007/978-3-319-60928-7_26 Conference proceedings at Scopus Article at Scopus Article at WOS