Phimeca Engineering and Principia are organising a special session for the 31st ESREL conference (19-23 September 2021) entitled:
Health monitoring and predictive maintenance of offshore systems.
This special session focuses on leveraging data science, artificial intelligence (AI), and numerical simulation for monitoring and prognosis of the health and performance of offshore systems and floating structures.
Offshore structures and systems, for instance oil and gas extraction facilities and wind turbines, are subjected to complex, stochastic, and time-dependent loads, induces by wind and sea motions.These structures are very expensive to deploy, and potential failures entail massive costs or environmental damages. An efficient maintenance strategy is thus crucial to the long term safety and profitability of each project. This requires monitoring, diagnosis of discrepancies with expected behaviors, and prognosis of lifespan and performance.
The objective of this special session is to share knowledge and issues about offshore structures monitoring, which encompass:
• Data management: gauges and sensors, data delivery, data quality.
• Digital twin approaches: physical modeling compared with machine learning models, high-dimensional problems.
• Diagnosis and prognosis: Bayesian inference, Monte-Carlo Markov chains algorithms, AI.
• Uncertainty modeling, rare event probability estimation, reliability and robustness.
Conference website: http://esrel2021.org/en/index.html
Special session description: http://esrel2021.org/en/call-for-paper/special-sessions-presentation.html
CALL FOR PAPERS
Instructions for authors: http://esrel2021.org/en/author-s-area/special-sessions.html
Important dates for this special session
- Abstract submission: 31 March 2021
- Full paper submission: 3 May 2021