Publications

Citation counts from Google Scholar (opens in a new tab), updated September 2026.

2021

Applications of machine learning in pipeline integrity management: A state-of-the-art review
Journal
International Journal of Pressure Vessels and Piping 193, 104471 · Andika Rachman, T. Zhang, R.M. Chandima Ratnayake
- 142 citations

Corrosion loop development of oil and gas piping system based on machine learning and group technology method
Journal
Journal of Quality in Maintenance Engineering 26 (3), 349-368 · Andika Rachman, R.M. Chandima Ratnayake
- 22 citations

Machine learning approach for risk-based inspection screening assessment
Journal
Reliability Engineering & System Safety 185, 518-532 · Andika Rachman, R.M. Chandima Ratnayake
- 139 citations
Adoption and implementation potential of the lean concept in the petroleum industry: state-of-the-art
Journal
International Journal of Lean Six Sigma 10 (1), 311-338 · Andika Rachman, R.M. Chandima Ratnayake
- 39 citations
An ontology-based approach for developing offshore and onshore process equipment inspection knowledge base
Conference
International Conference on Offshore Mechanics and Arctic Engineering (OMAE) · Andika Rachman, R.M. Chandima Ratnayake
- 4 citations
Artificial Intelligence Approaches to Lean Risk-Based Inspection Assessment
Thesis
University of Stavanger, doctoral thesis · Andika Rachman

Artificial neural network model for risk-based inspection screening assessment of oil and gas production system
Conference
ISOPE International Ocean and Polar Engineering Conference · Andika Rachman, R.M. Chandima Ratnayake
- 16 citations
Ontology-based semantic modeling for automated identification of damage mechanisms in process plants
Conference
IFIP WG 5.5 Working Conference on Virtual Enterprises (PRO-VE), 457-466 · Andika Rachman, R.M. Chandima Ratnayake
- 9 citations
Social network analysis in lean thinking: A method for improving information flow in technical integrity management system development
Conference
IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) · Andika Rachman, R.M. Chandima Ratnayake
- 5 citations

Lean execution of engineering projects: The potential application of case-based reasoning to facilitate cross-project knowledge transfer
Conference
IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) · Andika Rachman, R.M. Chandima Ratnayake
- 8 citations
A game-based learning system to disseminate kanban concept in engineering context: A case study from risk-based inspection project
Conference
IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) · Andika Rachman, R.M. Chandima Ratnayake
- 7 citations

Implementation of lean knowledge work in oil and gas industry: A case study from a risk-based inspection project
Conference
IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) · Andika Rachman, R.M. Chandima Ratnayake
- 19 citations

Implementation of system-based hazard analysis on physical safety barrier: A case study in subsea HIPPS
Conference
IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) · Andika Rachman, R.M. Chandima Ratnayake
- 6 citations
On the use of historical failures patterns to confront the unforeseen
Thesis
University of Stavanger · Andika Rachman