• 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 https://www.scopus.com/sourceid/21100795900 https://www.scopus.com/record/display.uri?eid=2-s2.0-85103543605&origin=inward&txGid=dabb828492e11ae31ed5b11f8c1de1ae https://www.webofscience.com/wos/woscc/full-record/WOS:000668011100061
• 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 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85172180000&origin=inward&txGid=31d6e32b60e1f59d88466742e450c75c https://jcr.clarivate.com/jcr-jp/journal-profile?journal=LECT%20NOTES%20ARTIF%20INT&year=2005 https://www.webofscience.com/wos/woscc/full-record/WOS:001156975100012
• 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 https://www.scopus.com/sourceid/130124 https://www.scopus.com/record/display.uri?eid=2-s2.0-85137870410&origin=inward&txGid=5a2ebc51ea16181bd31f4c3ab94cba4b https://jcr.clarivate.com/jcr-jp/journal-profile?journal=SENSORS-BASEL&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000851691400001
• 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 https://www.scopus.com/sourceid/21100795900 https://www.scopus.com/record/display.uri?eid=2-s2.0-85103541451&origin=inward&txGid=1e770c3c420c15e8d181e284cc922380 https://www.webofscience.com/wos/woscc/full-record/WOS:000668011100057
• 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 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85117490055&origin=inward&txGid=592a7382ea7c024898d125f23107471f https://jcr.clarivate.com/jcr-jp/journal-profile?journal=LECT%20NOTES%20ARTIF%20INT&year=2005 https://www.webofscience.com/wos/woscc/full-record/WOS:000811817300041
• 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 https://www.scopus.com/sourceid/21100278101 https://www.scopus.com/record/display.uri?eid=2-s2.0-85201389500&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=ALL%28%22Practical+Demand+Side+Management+and+Demand+Response+in+Large+Scale+Buildings+with+Multiple+Case+Studies%22%29&sessionSearchId=a1950993a8713b95c4defac4e2fbf8c1&relpos=0 https://www.webofscience.com/wos/woscc/full-record/WOS:001293146800111
• 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 https://www.scopus.com/sourceid/19900191968 https://www.scopus.com/record/display.uri?eid=2-s2.0-85056513871&origin=inward&txGid=a9a52caccf87e35b8a4cd13a2ec68178
• 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 https://www.scopus.com/sourceid/21100374601 https://www.scopus.com/record/display.uri?eid=2-s2.0-85136842315&origin=inward&txGid=fd3cf231dddbfc1b2718e65020bb3145 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=IEEE%20ACCESS&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000849262100001
• 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 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85137992106&origin=inward&txGid=e6141c12652e992de92db12610b84ae7 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=LECT%20NOTES%20ARTIF%20INT&year=2005 https://www.webofscience.com/wos/woscc/full-record/WOS:000886159100025
• 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 https://www.scopus.com/sourceid/20600195623 https://www.scopus.com/record/display.uri?eid=2-s2.0-85207455273&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=ALL%28%22Supply+air+temperature+control+in+air+handling+unit+based+on+federated+learning%22%29&sessionSearchId=fd90d0e9983d9a88c6a21e7c6aafecbb&relpos=0
• 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 https://www.scopus.com/sourceid/19900191968 https://www.scopus.com/record/display.uri?eid=2-s2.0-85056513871&origin=inward&txGid=aeef0a83873d2f1f18f40498c2bb5943
• 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 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85070752872&origin=inward&txGid=aefb713bccc434b6aed12ea0cab6cb8c https://jcr.clarivate.com/jcr-jp/journal-profile?journal=LECT%20NOTES%20ARTIF%20INT&year=2005 https://www.webofscience.com/wos/woscc/full-record/WOS:000612920100018
• 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 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85050270608&origin=inward&txGid=e2d541d99a096dc2a026db4b1841f0d3 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=LECT%20NOTES%20ARTIF%20INT&year=2005 https://www.webofscience.com/wos/woscc/full-record/WOS:000468540200041
• 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 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85021230244&origin=inward&txGid=256151fb2919ff2201bdb23d19f138f3 https://www.webofscience.com/wos/woscc/full-record/WOS:000440463000026