Publications

2023

1. 

   Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning

   Pablo G Morato, Charalampos P Andriotis, Konstantinos G Papakonstantinou, and 1 more author

   Reliability Engineering & System Safety, 2023
2. Active learning for structural reliability analysis with multiple limit state functions through variance-enhanced PC-Kriging surrogate models

   Jonathan Moran A, Pablo G Morato, and Philippe Rigo

   In arXiv preprint arXiv:2302.12074, 2023
3. Numerical fatigue modeling and simulation of interacting surface cracks in offshore wind structural connections

   Jose Mishael, Pablo G Morato, and Philippe Rigo

   Marine Structures, 2023

4. 

   IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL

   Pascal Leroy, Pablo G Morato, Jonathan Pisane, and 2 more authors

   arXiv preprint arXiv:2306.11551, 2023

5. 

   Interpretation and analysis of deep reinforcement learning driven inspection and maintenance policies for engineering systems

   Pablo G Morato, Konstantinos G Papakonstantinou, Charalampos P Andriotis, and 2 more authors

   In 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14), 2023
6. Enhancing Offshore Wind Turbine Fatigue and Lifetime Assessment

   INegin Sadeghi, Koen Robbelein, Nymfa Noppe, and 4 more authors

   In Offshore Wind PhD Days, 2023
7. Life-cycle management of offshore wind deteriorating structures under ship collision accidental events

   P Salazar, J Morán, P Rigo, and 1 more author

   In Life-Cycle of Structures and Infrastructure Systems, 2023

2022

1. Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes

   Pablo G Morato, Konstantinos G Papakonstantinou, Charalampos P Andriotis, and 2 more authors

   Structural Safety, 2022
2. Inspection and maintenance planning for offshore wind structural components: integrating fatigue failure criteria with Bayesian networks and Markov decision processes

   Nandar Hlaing, Pablo G Morato, Jannie S Nielsen, and 3 more authors

   Structure and Infrastructure Engineering, 2022
3. Probabilistic virtual load monitoring of offshore wind substructures: A supervised learning approach

   Nandar Hlaing, Pablo G Morato, and Philippe Rigo

   In ISOPE International Ocean and Polar Engineering Conference, 2022
4. Inspection and maintenance planning for offshore wind support structures: Modelling reliability and inspection costs at the system level

   Felipe Giro, Jose Mishael, Pablo G Morato, and 1 more author

   In International Conference on Offshore Mechanics and Arctic Engineering, 2022
5. Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks

   Nandar Hlaing, Pablo G Morato, Francisco de Nolasco Santos, and 3 more authors

   Structural Health Monitoring, 2022
6. Managing offshore wind turbines through Markov decision processes and dynamic Bayesian networks

   PG Morato, KG Papakonstantinou, C Andriotis, and 1 more author

   In 13th International Conference on Structural Safety & Reliability (ICOSSAR), Shanghai, China, 2022
7. Committee V. 4: Offshore Renewable Energy

   Atanasios Kolios, Kyong-Hwan Kim, Chen Hsing Cheng, and 8 more authors

   In International Ship and Offshore Structures Congress, 2022

2021

1. The effect of failure criteria on risk-based inspection planning of offshore wind support structures

   Nandar Hlaing, Pablo G Morato, Philippe Rigo, and 3 more authors

   Life-Cycle Civil Engineering: Innovation, Theory and Practice, 2021
2. Optimal Inspection and Maintenance Planning for Deteriorating Structures via Markov Decision Processes and Deep Reinforcement Learning. Application to Offshore Wind Substructures.

   Pablo Gabriel Morato Dominguez

   2021

2020

1. Information value-based optimization of structural and environmental monitoring for offshore wind turbines support structures

   Lijia Long, Quang Anh Mai, Pablo Gabriel Morato, and 2 more authors

   Renewable Energy, 2020
2. Updating the Reliability of Aging Miter Gates in the Presence of Corrosion and Fatigue

   Thuong Van Dang, Quang Anh Mai, Pablo G Morato, and 1 more author

   In ICSCEA 2019: Proceedings of the International Conference on Sustainable Civil Engineering and Architecture, 2020

2019

1. POMDP based maintenance optimization of offshore wind substructures including monitoring

   Pablo Gabriel Morato Dominguez, Jannie S Nielsen, Anh Quang Mai, and 1 more author

   In 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), 2019
2. Prediction of remaining fatigue life of welded joints in wind turbine support structures considering strain measurement and a joint distribution of oceanographic data

   Quang A Mai, Wout Weijtjens, Christof Devriendt, and 3 more authors

   Marine Structures, 2019
3. Optimal inspection and repair scheduling for mitre lock gates

   Thuong Van Dang, Pablo G Morato, Quang Anh Mai, and 1 more author

   In Proceedings of the Institution of Civil Engineers-Maritime Engineering, 2019

2018

1. Point-based POMDP risk based inspection of offshore wind substructures

   Pablo G Morato, Quang A Mai, Philippe Rigo, and 1 more author

   In Life Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision, 2018