Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master of Science (Technology), Mechanical Engineering, University of Patras
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 13 Climate Action
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Dive into the research topics where Panagiotis Korkos is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AI-based Fault Detection in Hydraulic Pitch System of Wind Turbines
Korkos, P., 2026, Tampere: Tampere University. (Tampere University Dissertations - Tampereen yliopiston väitöskirjat; vol. 1455)Research output: Book/Report › Doctoral thesis › Collection of Articles
Open Access -
Data annotation and feature extraction in fault detection in a wind turbine hydraulic pitch system
Korkos, P., Linjama, M., Kleemola, J. & Lehtovaara, A., Feb 2022, In: Renewable Energy. 185, p. 692-703 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Fault Detection in a Wind Turbine Hydraulic Pitch System Using Deep Autoencoder Extracted Features
Korkos, P., Kleemola, J., Linjama, M. & Lehtovaara, A., 29 Jun 2022, PHM Society European Conference 2022. Do, P., Michau, G. & Ezhilarasu, C. (eds.). 1 ed. Vol. 7. p. 261-268 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Representation Learning for Detecting the Faults in a Wind Turbine Hydraulic Pitch System Using Deep Learning
Korkos, P., Kleemola, J., Linjama, M. & Lehtovaara, A., Dec 2022, In: Energies. 15, 24, 17 p., 9279.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
Activities
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Case Hyötytuuli - Operation monitoring of pitch system in wind turbine
Korkos, P. (Speaker)
21 Nov 2022Activity: Talk or presentation › Invited lecture
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Applications of AI for Predictive Maintenance
Korkos, P. (Chair)
12 Jul 2022Activity: Participating in or organising an event › Participant of a conference, workshop, panel, session or tutorial
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Fault Detection in a Wind Turbine Hydraulic Pitch System Using Deep Autoencoder Extracted Features
Korkos, P. (Speaker), Kleemola, J. (Contributor), Linjama, M. (Contributor) & Lehtovaara, A. (Contributor)
6 Jul 2022 → 8 Jul 2022Activity: Talk or presentation › Conference presentation
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Analytics for Prognostics and Health Management
Korkos, P. (Chair)
4 Jul 2022 → 5 Jul 2022Activity: Participating in or organising an event › Participant of a conference, workshop, panel, session or tutorial
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3rd Nordic Probabilistic AI School (ProbAI) 2022
Korkos, P. (Chair)
13 Jun 2022 → 17 Jun 2022Activity: Participating in or organising an event › Participant of a conference, workshop, panel, session or tutorial