Otsing - TalTech teadusportaal

kuva

reasta

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artikkel ajakirjas EST / artikkel ajakirjas ENG

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

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artikkel ajakirjas EST / artikkel ajakirjas ENG

Explainability-based trust algorithm for electricity price forecasting modelsHeistrene, Leena; Machlev, Ram; Perl, Michael; Belikov, Juri; Baimel, Dmitry; Levy, Kfir; Mannor, Shie; Levron, YoashEnergy and AI2023 / art 100259, 18 p https://doi.org/10.1016/j.egyai.2023.100259 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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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

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Explainable Artificial Intelligence (XAI) techniques for energy and power systems : review, challenges and opportunitiesMachlev, Ram; Heistrene, L.; Perl, M.; Levy, K. Y.; Belikov, Juri; Mannor, S.; Levron, YoashEnergy and AI2022 / art. 100169, 13 p. : ill https://doi.org/10.1016/j.egyai.2022.100169 Journal metrics at Scopus Article at Scopus Article at WOS

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Explaining the decisions of deep learning models for load disaggregation (NILM) based on XAIMachlev, Ram; Malka, Asaf; Perl, Michael; Levron, Yoash; Belikov, Juri2022 IEEE Power & Energy Society General Meeting (PESGM)2022 / art. 183865 , p. 1-5 : ill https://doi.org/10.1109/PESGM48719.2022.9917049

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Explaining the decisions of power quality disturbance classifiers using latent space featuresMachlev, Ram; Perl, Michael; Caciularu, Avi; Belikov, Juri; Levy, Kfir Yehuda; Levron, YoashInternational journal of electrical power & energy systems2023 / art. 108949 https://doi.org/10.1016/j.ijepes.2023.108949 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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An Extended flatness-based controller for permanent magnet synchronous machines incorporating an event-based mechanismBelikov, Juri; Kaldmäe, Arvo; Levron, Yoash2019 27th Mediterranean Conference on Control and Automation (MED)2019 / p. 416-421 : ill https://doi.org/10.1109/MED.2019.8798551

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artikkel ajakirjas EST / artikkel ajakirjas ENG

Frequency stability of the Israeli power grid with high penetration of renewable sources and energy storage systemsBen Yosef, Gefen; Navon, Aviad; Poliak, Olga; Etzion, Naomi; Gal, Nurit; Belikov, Juri; Levron, YoashEnergy reports2021 / p. 6148−6161 : ill https://doi.org/10.1016/j.egyr.2021.09.057 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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artikkel ajakirjas EST / artikkel ajakirjas ENG

A generalized control paradigm for storage systems : optimal energy management and stability certificatesChowdhury, Nilanjan Roy; Baimel, Dmitry; Belikov, Juri; Levron, YoashIEEE Transactions on Control Systems Technology2023 / p. 2920-2927 https://doi.org/10.1109/TCST.2023.3269808 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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artikkel ajakirjas EST / artikkel ajakirjas ENG

Hierarchical optimization configuration strategy of synchronous condenser in high penetration wind power sending systemsSun, Zhenglong; Qiao, Jianhua; Meng, Xin; Pan, Chao; Li, Zewei; Belikov, Juri; Levron, YoashElectronics (Switzerland)2024 / art. 4359 https://doi.org/10.3390/electronics13224359 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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artikkel ajakirjas EST / artikkel ajakirjas ENG

Implementation of series resonance-based fault current limiter for enhanced transient stability of grid-connected photovoltaic farmDemin, Slava; Barbie, Eli; Heistrene, Leena; Belikov, Juri; Petlenkov, Eduard; Levron, Yoash; Baimel, DmitryElectronics (Switzerland)2024 / art. 2987 https://doi.org/10.3390/electronics13152987 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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artikkel ajakirjas EST / artikkel ajakirjas ENG

Improved fractional open circuit voltage MPPT methods for PV systemsBaimel, Dmitry; Tapuchi, Saad; Levron, Yoash; Belikov, JuriElectronics2019 / art. 321 https://doi.org/10.3390/electronics8030321 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

artikkel ajakirjas EST / artikkel ajakirjas ENG

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Innovative energy services for behavioral-reflective attributes and intelligent recommender systemOnile, Abiodun Emmanuel; Belikov, Juri; Levron, YoashProceedings of 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 26-28 October, 20202020 / p. 242-246 https://doi.org/10.1109/ISGT-Europe47291.2020.9248810

artikkel kogumikus

Seotud publikatsioonid 1

Innovative energy services based on behavioural-reﬂective-attributes and intelligent recommendation systems = Arukatel soovitussüsteemidel põhinevad uuenduslikud energiateenused

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Integration of long transmission lines in large-scale DQ0 dynamic modelsBelikov, Juri; Levron, YoashElectrical Engineering2018 / p. 1219–1228 https://doi.org/10.1007/s00202-017-0582-7 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

artikkel ajakirjas EST / artikkel ajakirjas ENG

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Leveraging digital twins and demand side recommender Chatbot for optimizing smart grid energy efficiencyOnile, Abiodun Emmanuel; Belikov, Juri; Petlenkov, Eduard; Levron, Yoash2023 IEEE PES Innovative Smart Grid Technologies - Asia, ISGT Asia 20232023 / 5 p https://doi.org/10.1109/ISGTAsia54891.2023.10372761

artikkel kogumikus

Seotud publikatsioonid 1

Innovative energy services based on behavioural-reﬂective-attributes and intelligent recommendation systems = Arukatel soovitussüsteemidel põhinevad uuenduslikud energiateenused

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artikkel ajakirjas EST / artikkel ajakirjas ENG

Measuring explainability and trustworthiness of power quality disturbances classifiers using XAI - explainable artificial intelligenceMachlev, Ram; Perl, Michael; Belikov, Juri; Levy, Kfir; Levron, YoashIEEE transactions on industrial informatics2022 / p. 5127−5137 https://doi.org/10.1109/TII.2021.3126111 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

artikkel ajakirjas EST / artikkel ajakirjas ENG

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Minimal energy storage required for stability of low inertia distributed sourcesFahima, Aviad; Ofir, Ron; Levron, Yoash; Belikov, Juri2018 5th IEEE International Energy Conference (ENERGYCON), Limassol, Cyprus, June 3-7, 2018 : proceedings2018 / 5 p. : ill https://doi.org/10.1109/ENERGYCON.2018.8398775

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artikkel ajakirjas EST / artikkel ajakirjas ENG

Minimal output impedance required for stability of grid-supporting invertersOfir, Ron; Zargari, Noa; Belikov, Juri; Levron, YoashIEEE transactions on power delivery2021 / p. 2241-2244 https://doi.org/10.1109/TPWRD.2021.3071023 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

artikkel ajakirjas EST / artikkel ajakirjas ENG

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artikkel ajakirjas

Modeling power networks using dynamic phasors in the dq0 reference frameLevron, Yoash; Belikov, JuriElectric power systems research2017 / p. 233-242 https://doi.org/10.1016/j.epsr.2016.11.024

artikkel ajakirjas

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artikkel ajakirjas EST / artikkel ajakirjas ENG

MO-NILM: A multi-objective evolutionary algorithm for NILM classificationMachlev, Ram; Belikov, Juri; Beck, Yuval; Levron, YoashEnergy and buildings2019 / p. 134-144 https://doi.org/10.1016/j.enbuild.2019.06.046 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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artikkel ajakirjas EST / artikkel ajakirjas ENG

Neural Architecture Search (NAS) for designing optimal power quality disturbance classifiersWang, Qianchao; Kapuza, Itamar; Baimel, Dmitry; Belikov, Juri; Levron, Yoash; Machlev, RamElectric Power Systems Research2023 / art. 109574 https://doi.org/10.1016/j.epsr.2023.109574 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

artikkel ajakirjas EST / artikkel ajakirjas ENG

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artikkel ajakirjas EST / artikkel ajakirjas ENG

A new resonant fault current limiter for improved wind turbine transient stabilityDemin, Slava; Sitbon, Moshe; Aharon, Ilan; Barbi, Eli; Machlev, Ram; Belikov, Juri; Levron, Yoash; Baimel, DmitryElectric Power Systems Research2023 / art. 109600, 8 p https://doi.org/10.1016/j.epsr.2023.109600 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

artikkel ajakirjas EST / artikkel ajakirjas ENG

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artikkel ajakirjas EST / artikkel ajakirjas ENG

New type of bridge fault current limiter with reduced power losses for transient stability improvement of DFIG wind farmBaimel, Dmitry; Chowdhury, Nilanjan Roy; Belikov, Juri; Levron, YoashElectric Power Systems Research2021 / art. 107293, 8 p. : ill https://doi.org/10.1016/j.epsr.2021.107293 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Observable canonical forms of multi-machine power systems using dq0 signalsLevron, Yoash; Belikov, Juri2016 International Conference on the Science of Electrical Engineering (ICSEE) : November 16-18, 2016, Eilat, Israel2016 / [5] p. : ill https://doi.org/10.1109/ICSEE.2016.7806197

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Observer-based detection and identification of sensor attacks in networked CPSsChowdhury, Nilanjan Roy; Belikov, Juri; Baimel, Dmitry; Levron, YoashAutomatica2020 / art. 109166, 13 p https://doi.org/10.1016/j.automatica.2020.109166 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

artikkel ajakirjas EST / artikkel ajakirjas ENG

Levron, Yoash (autor)

teaviku laadid

autor 1