Ahmad Bahoo
Academy Research Fellow
Academy Research Fellow
T212 Department of Energy and Mechanical Engineering
Full researcher profile
https://research.aalto.fi/...
Phone number
+358504141304
Areas of expertise
Bayesian Statistics, Reliability, Risk analysis, Autonomous systems
Research groups
- Marine and Arctic Technology, Academy Research Fellow
Publications
ANOMALY DETECTION IN UNATTENDED MACHINERY PLANT USING AN BI-LSTM-DVAE APPROACH
Ahmad BahooToroody, Mohammad Mahdi Abaei, Mingyang Zhang, Victor Bolbot, Mahsa Khorasani
2025
Offshore Technology; Structures, Safety and Reliability; Materials Technology
Gaussian process latent variable model and Bayesian inference for non-parametric failure modeling applied to ship engine
Ahmad BahooToroody, Mohammad Mahdi Abaei, Enrico Zio, Floris Goerlandt, Meriam Chaal
2025
Reliability Engineering and System Safety
A systems-theoretic approach using association rule mining and predictive Bayesian trend analysis to identify patterns in maritime accident causes
Shahrokh Bairami-Khankandi, Victor Bolbot, Ahmad BahooToroody, Floris Goerlandt
2025
Reliability Engineering and System Safety
Analyzing the dynamic domino effect in fuel truck parking lots
Kamran Gholamizadeh, Esmaeil Zarei, Ahmad BahooToroody
2025
Reliability Engineering and System Safety
A deep learning method to predict ship short-term trajectory for proactive maritime traffic management
Quandang Ma, Zhouyu Lian, Xu Du, Yuting Jiang, Ahmad BahooToroody, Mingyang Zhang
2025
Reliability Engineering and System Safety
Integrating physics-based simulations with Gaussian processes for enhanced safety assessment of offshore installations
Mohammad Mahdi Abaei, Bernt Johan Leira, Svein Sævik, Ahmad BahooToroody
2024
Reliability Engineering and System Safety
Enhancing System Safety Through System Dynamics: A Case Study on Ship Remote Pilotage
Ahmad BahooToroody, Mohammad Mahdi Abaei, Esmaeil Zarei, Victor Bolbot, Sunil Basnet, Osiris Valdez Banda
2024
Safety Causation Analysis in Sociotechnical Systems: Advanced Models and Techniques
Review of research progress of autonomous and unmanned shipping and identification of future research directions
Ivana Jovanović, Maja Perčić, Ahmad BahooToroody, Ailong Fan, Nikola Vladimir
2024
Journal of Marine Engineering and Technology
Machine learning and deep learning for safety applications : Investigating the intellectual structure and the temporal evolution
Leonardo Leoni, Ahmad BahooToroody, Mohammad Mahdi Abaei, Alessandra Cantini, Farshad BahooToroody, Filippo De Carlo
2024
Safety Science
Expert Judgment and Uncertainty in Sociotechnical Systems Analysis
Esmaeil Zarei, Mohammad Yazdi, Rosita Moradi, Ahmad BahooToroody
2024
Safety causation analysis in sociotechnical systems