Hamed Badihi
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Dr. Hamed Badihi |
Short Bio
Dr. Badihi received his Ph.D. degree in mechanical engineering from Concordia University, Montréal, Québec, Canada, in 2016. He was a Horizon Postdoctoral Fellow with Concordia University for two years. Previously, he served as an Associate Professor at the College of Automation Engineering at NUAA, Nanjing, China. Dr. Badihi currently holds the position of Assistant Professor in Automation and Dependable Systems within the Automation Technology and Mechanical Engineering Unit at the Faculty of Engineering and Natural Sciences, Tampere University, Tampere, Finland. He leads the Dependability and Automation Research in Cyber-Physical Systems (DARES) Group, which is part of the Dependable Systems Cyber Laboratories.
Dr. Badihi's research focuses on several key areas:
Condition monitoring, diagnostics, and prognostics
Fault-tolerant and attack-resilient control
Fault-tolerant cooperative control.
All collectively geared to create a cyber-physical world that is both sustainable and dependable. Application areas under investigation include:
Wind turbines and solar photovoltaic systems
Hybrid microgrids and smart grids
News
[2024-01] We are hiring! For more information see our [Open Positions]
[2023-12] The journal paper titled "Hybrid fault-tolerant and attack-resilient cooperative control in an offshore wind farm", is now accepted for publication by IEEE Transactions on Sustainable Energy.
[2023-10] The journal paper titled "Multi-target normal behavior model based on heterogeneous stacked regressions and change-point detection for wind turbine condition monitoring", is now accepted for publication by IEEE Transactions on Industrial Informatics.
[2023-09] Congratulations to Francisco Bilendo for successfully defending his Ph.D. thesis.
[2023-08] Our paper titled "Active fault-tolerant and attack-resilient control for a renewable microgrid against power-loss faults and data integrity attacks", is now accepted for publication in the IEEE Transactions on Cybernetics.
[2023-07] Dr. Badihi and Dr. Zhang (Concordia Univ., Canada) will organize a Tutorial Session on “Enhancing Dependability in Cyber-Physical Renewable Energy Systems” at the 12th the International Conference on Renewable Energy Research and Applications (ICRERA 2023), Oshawa, Canada, August 29-September 1, 2023. For more information see [Here]
[2023-02] The journal paper titled "Design of an intelligent hybrid diagnosis scheme for cyber-physical PV systems at the microgrid level", is now Accepted for publication in International Journal of Electrical Power and Energy Systems. Congratulations to Saeedreza Jadidi (PhD student) for his excellent work!
[2022-12] The journal paper titled "Applications and modeling techniques of wind turbine power curve for wind farms—A review", is now published in Energies. Congratulations to Francisco Bilendo (PhD student) for his first review paper!
[2022-11] The journal paper titled "Smart cyber-attack diagnosis and mitigation in a wind farm network operator", is now accepted for publication by IEEE Transactions on Industrial Informatics.
[2022-07] The journal paper titled "A normal behavior model based on power curve and stacked regressions for condition monitoring of wind turbines", is now accepted for publication by IEEE Transactions on Instrumentation & Measurement. Congratulations to Francisco Bilendo (PhD student) for his excellent work!
[2022-06] Dr. Badihi is now elevated to the grade of Senior Member of the Institute of Electrical and Electronics Engineers (IEEE). Only 10% of IEEE’s more than 400,000 members hold this grade.
[2022-06] Dr. Badihi gave a lecture on "Recent Advances in Condition Monitoring and Health Management of Wind Turbines" at the WorkShop of "Recent Advances, Challenges and Solutions in Wind Turbine Advanced Control, Fault Diagnosis and Fault Tolerant Control", SAFEPROCESS 2022, Pafos, Cyprus, June 7-10, 2022.
"Senior Member of the Institute of Electrical and Electronics Engineers (IEEE). Only 10% of IEEE’s more than 400,000 members hold this grade.[2022-05] Dr. Badihi joined the Program Committee of the 5th International Joint Conference on Clean Energy and Smart Grid, Qingdao, China, August 19-21, 2022. [Link to the Conference Website]
[2022-04] The NUAA's College of Automation Engineering has featured the news of Dr. Badihi's and his co-authors' accepted paper by the Proceedings of the IEEE. [Link to the News in Chinese]
[2022-04] Our review paper titled "A Comprehensive Review on Signal-Based and Model-Based Condition Monitoring of Wind Turbines: Fault Diagnosis and Lifetime Prognosis", is now accepted for publication by the prestigious Proceedings of the IEEE.
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[2022-02] Welcome to contribute to our new Special Issue on “Recent Advances in Condition Monitoring and Fault-Tolerant Cyber-Resilient Control of Wind Turbines”, Energies (Impact Factor: 3.00), in the section of “B2: Wind, Wave and Tidal Energy”. (see here) (Accepts submissions until 31 December 2022).
[2022-01] Our paper on intelligent fault diagnosis of rotary machine element bearing using machine learning approach, is now published by Sensors. [see here]
[2021-11] Our paper on fault-tolerant cooperative control of large-scale wind farms and wind farm clusters, is now published by Energies. [see here]
[2021-09] Our paper presented at ICPRE 2021, Shanghai, China, September 24-27, is awarded for the "Best Student Paper". Congratulations to my PhD student Francisco Bilendo for this achievement!
[2021-08] Dr. Badihi with his colleagues from Concordia University in Canada will organize a Tutorial Session on “Fault-Tolerant and Cyber-Resilient Control of Renewable Microgrids” at the 47th Annual Conference of the IEEE Industrial Electronics Society (IECON 2021), Toronto, Canada, October 13-16, 2021.
[2021-07] Xuanhe joined our group for his MSc research in the area of cooperative wind farm control using deep reinforcement learning - welcome!
[2021-06] Dr. Badihi joins Dr. Mohamed Benbouzid (Univ. of Brest, France) and Dr. Hafiz Ahmed (Bangor Univ., United Kingdom) to organize an Special Session on “Advances in Renewable Energy Systems Resilient Control” (see here) at the 47th Annual Conference of the IEEE Industrial Electronics Society (IECON 2021), Toronto, Canada, October 13-16, 2021. Welcome to contribute by submitting your articles!
[2021-06] Our paper (see here) presented at ICPS 2021, Victoria, BC, Canada, May 10-13, 2021, is selected for the “Best Presentation Paper Award” and invited for possible publication in the Special Section of “New Advancements in Industrial Cyber-Physical Systems” at IEEE Transactions on Industrial Informatics.
[2021-03] Welcome to contribute to our new Special Issue on “Recent Advances in Fault Diagnostics, Prognostics, and Intelligent Condition-Based Maintenance”, Sensors (Impact Factor: 3.27), in the section of “Fault Diagnosis & Sensors”. (see here) (Accepts submissions until 30 May 2022).
[2021-03] Dr. Badihi joined the Technical Committee of the 2021 International Conference on Green Building (ICoGB), Oslo, Norway, June 26-28, 2021. (Website)
[2021-02] Dr. Badihi joined the Technical Committee of the 4th IEEE International Conference on Renewable Energy and Power Engineering (REPE), Beijing, China, October 9-11, 2021. (Website)
[2021-01] Our paper on fault-tolerant individual pitch control of wind turbine is now published by IEEE Transactions on Industrial Electronics (TIE).
[2020-11] Our paper on passive fault-tolerant control of hybrid microgrids is now published by Energies.
[2020-10] Dr. Badihi was awarded the Natural Science Foundation of China (NSFC) Grant (PI) for research on remote real-time condition monitoring and fault-tolerant cooperative control of wind farms.
[2020-10] Our paper on fault-tolerant cooperative control in wind farm is now published by IEEE Transactions on Sustainable Energy.
[2020-09] Dr. Badihi delivered an Invited Keynote Seminar on condition monitoring and health management in the next generation of smart digitalized energy systems (invited by the Organization Committee of the International Workshop on Autonomous Guidance, Navigation and Control of Unmanned System).
[2020-08] Francisco Bilendo joined our group for his PhD research in the area of machine learning and SCADA-based condition monitoring of wind farms - welcome!
[2020-07] Dr. Badihi and Dr. Youmin Zhang organized and chaired an Invited Session on “Advanced condition monitoring and control in microgrids” at the 21st World Congress of the International Federation of Automatic Control (IFAC World Congress), Berlin, Germany, July 12-17, 2020.
[2020-06] Welcome to contribute to our Special Issue on “Advancement of fault detection/diagnosis and fault-tolerant control with applications”, Electronics (Impact Factor: 2.41), in the section of “Systems & Control Engineering”. (see here) (Accepts submissions until 20 May 2021).
[2020-05] Dr. Badihi joined the Technical Committee of the 5th International Conference on Environmental and Energy Engineering (IC3E), Yangzhou, China, March 19-21, 2021. (Website)
[2020-03] Dr. Badihi joined the Technical Committee of the 3rd IEEE International Conference on Renewable Energy and Power Engineering (REPE), Edmonton, Alberta, Canada, October 9-11, 2020. (Website)
[2019-11] Dr. Badihi joined the NUAA's “College of Automation Engineering”as an Associate Professor.