Towards Machine Learning-Driven Practices for Oil and Gas Decommissioning – Introduction of a New Offshore Pipeline Dataset

Thousands of offshore oil and gas structures worldwide are approaching the end of their operating lifespan. Decommissioning processes are expensive and normally take years to finish as various options need to be analysed based on numerous stakeholders’ preferences. Despite recent and significant progress in machine learning and data-driven applications in the oil and gas industry, very little work has been done in the area of using machine...