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Levron, Yoash (author)
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26
journal article EST
/
journal article 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, Juri
Sensors
2022
/
art. 6338 : ill
https://doi.org/10.3390/s22176338
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
27
journal article EST
/
journal article ENG
Explainability-based trust algorithm for electricity price forecasting models
Heistrene, Leena
;
Machlev, Ram
;
Perl, Michael
;
Belikov, Juri
;
Baimel, Dmitry
;
Levy, Kfir
;
Mannor, Shie
;
Levron, Yoash
Energy and AI
2023
/
art 100259, 18 p
https://doi.org/10.1016/j.egyai.2023.100259
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
28
book article
Explainable AI based fault detection and diagnosis system for air handling units
Belikov, Juri
;
Meas, Molika
;
Machlev, Ram
;
Köse, Ahmet
;
Tepljakov, Aleksei
;
Loo, Lauri
;
Petlenkov, Eduard
;
Levron, Yoash
Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics - ICINCO, 2022 , Lisbon, Portugal
2022
/
p. 271-279
https://doi.org/10.5220/0011350000003271
book article
29
journal article EST
/
journal article ENG
Explainable Artificial Intelligence (XAI) techniques for energy and power systems : review, challenges and opportunities
Machlev, Ram
;
Heistrene, L.
;
Perl, M.
;
Levy, K. Y.
;
Belikov, Juri
;
Mannor, S.
;
Levron, Yoash
Energy and AI
2022
/
art. 100169, 13 p. : ill
https://doi.org/10.1016/j.egyai.2022.100169
Journal metrics at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
30
book article
Explaining the decisions of deep learning models for load disaggregation (NILM) based on XAI
Machlev, Ram
;
Malka, Asaf
;
Perl, Michael
;
Levron, Yoash
;
Belikov, Juri
2022 IEEE Power & Energy Society General Meeting (PESGM)
2022
/
art. 183865 , p. 1-5 : ill
https://doi.org/10.1109/PESGM48719.2022.9917049
book article
31
journal article EST
/
journal article ENG
Explaining the decisions of power quality disturbance classifiers using latent space features
Machlev, Ram
;
Perl, Michael
;
Caciularu, Avi
;
Belikov, Juri
;
Levy, Kfir Yehuda
;
Levron, Yoash
International journal of electrical power & energy systems
2023
/
art. 108949
https://doi.org/10.1016/j.ijepes.2023.108949
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Article at WOS
journal article EST
/
journal article ENG
32
book article
An Extended flatness-based controller for permanent magnet synchronous machines incorporating an event-based mechanism
Belikov, Juri
;
Kaldmäe, Arvo
;
Levron, Yoash
2019 27th Mediterranean Conference on Control and Automation (MED)
2019
/
p. 416-421 : ill
https://doi.org/10.1109/MED.2019.8798551
book article
33
journal article EST
/
journal article ENG
Frequency stability of the Israeli power grid with high penetration of renewable sources and energy storage systems
Ben Yosef, Gefen
;
Navon, Aviad
;
Poliak, Olga
;
Etzion, Naomi
;
Gal, Nurit
;
Belikov, Juri
;
Levron, Yoash
Energy reports
2021
/
p. 6148−6161 : ill
https://doi.org/10.1016/j.egyr.2021.09.057
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journal article EST
/
journal article ENG
34
journal article EST
/
journal article ENG
A generalized control paradigm for storage systems : optimal energy management and stability certificates
Chowdhury, Nilanjan Roy
;
Baimel, Dmitry
;
Belikov, Juri
;
Levron, Yoash
IEEE Transactions on Control Systems Technology
2023
/
p. 2920-2927
https://doi.org/10.1109/TCST.2023.3269808
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journal article EST
/
journal article ENG
35
journal article EST
/
journal article ENG
Hierarchical optimization configuration strategy of synchronous condenser in high penetration wind power sending systems
Sun, Zhenglong
;
Qiao, Jianhua
;
Meng, Xin
;
Pan, Chao
;
Li, Zewei
;
Belikov, Juri
;
Levron, Yoash
Electronics (Switzerland)
2024
/
art. 4359
https://doi.org/10.3390/electronics13224359
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journal article EST
/
journal article ENG
36
journal article EST
/
journal article ENG
Implementation of series resonance-based fault current limiter for enhanced transient stability of grid-connected photovoltaic farm
Demin, Slava
;
Barbie, Eli
;
Heistrene, Leena
;
Belikov, Juri
;
Petlenkov, Eduard
;
Levron, Yoash
;
Baimel, Dmitry
Electronics (Switzerland)
2024
/
art. 2987
https://doi.org/10.3390/electronics13152987
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journal article EST
/
journal article ENG
37
journal article EST
/
journal article ENG
Improved fractional open circuit voltage MPPT methods for PV systems
Baimel, Dmitry
;
Tapuchi, Saad
;
Levron, Yoash
;
Belikov, Juri
Electronics
2019
/
art. 321
https://doi.org/10.3390/electronics8030321
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journal article EST
/
journal article ENG
38
book article
Innovative energy services for behavioral-reflective attributes and intelligent recommender system
Onile, Abiodun Emmanuel
;
Belikov, Juri
;
Levron, Yoash
Proceedings of 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 26-28 October, 2020
2020
/
p. 242-246
https://doi.org/10.1109/ISGT-Europe47291.2020.9248810
book article
Seotud publikatsioonid
1
Innovative energy services based on behavioural-reflective-attributes and intelligent recommendation systems = Arukatel soovitussüsteemidel põhinevad uuenduslikud energiateenused
39
journal article EST
/
journal article ENG
Integration of long transmission lines in large-scale DQ0 dynamic models
Belikov, Juri
;
Levron, Yoash
Electrical Engineering
2018
/
p. 1219–1228
https://doi.org/10.1007/s00202-017-0582-7
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journal article EST
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journal article ENG
40
book article
Leveraging digital twins and demand side recommender Chatbot for optimizing smart grid energy efficiency
Onile, Abiodun Emmanuel
;
Belikov, Juri
;
Petlenkov, Eduard
;
Levron, Yoash
2023 IEEE PES Innovative Smart Grid Technologies - Asia, ISGT Asia 2023
2023
/
5 p
https://doi.org/10.1109/ISGTAsia54891.2023.10372761
book article
Seotud publikatsioonid
1
Innovative energy services based on behavioural-reflective-attributes and intelligent recommendation systems = Arukatel soovitussüsteemidel põhinevad uuenduslikud energiateenused
41
journal article EST
/
journal article ENG
Measuring explainability and trustworthiness of power quality disturbances classifiers using XAI - explainable artificial intelligence
Machlev, Ram
;
Perl, Michael
;
Belikov, Juri
;
Levy, Kfir
;
Levron, Yoash
IEEE transactions on industrial informatics
2022
/
p. 5127−5137
https://doi.org/10.1109/TII.2021.3126111
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journal article EST
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journal article ENG
42
book article
Minimal energy storage required for stability of low inertia distributed sources
Fahima, Aviad
;
Ofir, Ron
;
Levron, Yoash
;
Belikov, Juri
2018 5th IEEE International Energy Conference (ENERGYCON), Limassol, Cyprus, June 3-7, 2018 : proceedings
2018
/
5 p. : ill
https://doi.org/10.1109/ENERGYCON.2018.8398775
book article
43
journal article EST
/
journal article ENG
Minimal output impedance required for stability of grid-supporting inverters
Ofir, Ron
;
Zargari, Noa
;
Belikov, Juri
;
Levron, Yoash
IEEE transactions on power delivery
2021
/
p. 2241-2244
https://doi.org/10.1109/TPWRD.2021.3071023
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journal article EST
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journal article ENG
44
journal article
Modeling power networks using dynamic phasors in the dq0 reference frame
Levron, Yoash
;
Belikov, Juri
Electric power systems research
2017
/
p. 233-242
https://doi.org/10.1016/j.epsr.2016.11.024
journal article
45
journal article EST
/
journal article ENG
MO-NILM: A multi-objective evolutionary algorithm for NILM classification
Machlev, Ram
;
Belikov, Juri
;
Beck, Yuval
;
Levron, Yoash
Energy and buildings
2019
/
p. 134-144
https://doi.org/10.1016/j.enbuild.2019.06.046
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journal article EST
/
journal article ENG
46
journal article EST
/
journal article ENG
Neural Architecture Search (NAS) for designing optimal power quality disturbance classifiers
Wang, Qianchao
;
Kapuza, Itamar
;
Baimel, Dmitry
;
Belikov, Juri
;
Levron, Yoash
;
Machlev, Ram
Electric Power Systems Research
2023
/
art. 109574
https://doi.org/10.1016/j.epsr.2023.109574
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journal article EST
/
journal article ENG
47
journal article EST
/
journal article ENG
A new resonant fault current limiter for improved wind turbine transient stability
Demin, Slava
;
Sitbon, Moshe
;
Aharon, Ilan
;
Barbi, Eli
;
Machlev, Ram
;
Belikov, Juri
;
Levron, Yoash
;
Baimel, Dmitry
Electric Power Systems Research
2023
/
art. 109600, 8 p
https://doi.org/10.1016/j.epsr.2023.109600
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journal article EST
/
journal article ENG
48
journal article EST
/
journal article ENG
New type of bridge fault current limiter with reduced power losses for transient stability improvement of DFIG wind farm
Baimel, Dmitry
;
Chowdhury, Nilanjan Roy
;
Belikov, Juri
;
Levron, Yoash
Electric Power Systems Research
2021
/
art. 107293, 8 p. : ill
https://doi.org/10.1016/j.epsr.2021.107293
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journal article EST
/
journal article ENG
49
book article
Observable canonical forms of multi-machine power systems using dq0 signals
Levron, Yoash
;
Belikov, Juri
2016 International Conference on the Science of Electrical Engineering (ICSEE) : November 16-18, 2016, Eilat, Israel
2016
/
[5] p. : ill
https://doi.org/10.1109/ICSEE.2016.7806197
book article
50
journal article EST
/
journal article ENG
Observer-based detection and identification of sensor attacks in networked CPSs
Chowdhury, Nilanjan Roy
;
Belikov, Juri
;
Baimel, Dmitry
;
Levron, Yoash
Automatica
2020
/
art. 109166, 13 p
https://doi.org/10.1016/j.automatica.2020.109166
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journal article ENG
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