Olof Steinert

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Fault Diagnosis

Hierarchical Bayesian

Knowledge Transfer

Data Generation

Top Venues

Neural Comput. Appl.

Publications

John Pavlopoulos, Alv Romell, Jacob Curman, Olof Steinert, Tony Lindgren, Markus Borg, Korbinian Randl
Automotive fault nowcasting with machine learning and natural language processing. Mach. Learn. 113 (2) (2024)
Ali Beikmohammadi, Mohammad Hosein Hamian, Neda Khoeyniha, Tony Lindgren, Olof Steinert, Sindri Magnússon
A Cost-Sensitive Transformer Model for Prognostics Under Highly Imbalanced Industrial Data. CoRR (2024)
Zahra Kharazian, Tony Lindgren, Sindri Magnússon, Olof Steinert, Oskar Andersson Reyna
SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance. CoRR (2024)
Maharshi Harshadbhai Dhada, Ajith Kumar Parlikad, Olof Steinert, Tony Lindgren
Weibull recurrent neural networks for failure prognosis using histogram data. Neural Comput. Appl. 35 (4) (2023)
Lawrence A. Bull, Domenic Di Francesco, Maharshi Harshadbhai Dhada, Olof Steinert, Tony Lindgren, Ajith Kumar Parlikad, Andrew B. Duncan, Mark Girolami
Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning. Comput. Aided Civ. Infrastructure Eng. 38 (7) (2023)
Kaiji Sun, Sindri Magnússon, Olof Steinert, Tony Lindgren
Robust Contrastive Learning and Multi-shot Voting for High-dimensional Multivariate Data-driven Prognostics. ICPHM (2023)
Tony Lindgren, Olof Steinert
Low dimensional synthetic data generation for improving data driven prognostic models. ICPHM (2022)
L. A. Bull, Maharshi Harshadbhai Dhada, Olof Steinert, Tony Lindgren, Ajith Kumar Parlikad, Andrew B. Duncan, Mark Girolami
Knowledge Transfer in Engineering Fleets: Hierarchical Bayesian Modelling for Multi-Task Learning. CoRR (2022)
John Pavlopoulos, Alv Romell, Jacob Curman, Olof Steinert, Tony Lindgren, Markus Borg
Automotive Multilingual Fault Diagnosis. CoRR (2022)
Farzaneh Ahmadzadeh, Jonas Biteus, Olof Steinert
Remaining useful life Prediction of air spring. ICPHM (2019)