Conveners
CONTRIBUTED Data Analytics
- Andrea Ahlemeyer-Stubbe (Ahlemeyer-Stubbe)
The use of data for supporting inductive reasoning, operational management, and process improvement, has been a driver for progress in modern industry. Many success stories have been shared on the successful application of data-driven methods to address different open challenges, across different industrial sectors. The recent advances in AI/ML technology in the fields of image & video...
Liquefied natural gas (LNG) is a promising fuel. However, a major component of LNG is Methane, which is a greenhouse gas. Shell aims to reduce methane emissions intensity below 0.2% by 2025.
Existing leak detection techniques have limitations, such as limited coverage area or high cost. We explore data science driven framework using existing process sensor data to localize and estimate leak...
Linear assets such as roads, pipelines, and railways are crucial components of a society's infrastructure, and their proper maintenance is critical. These assets have defined beginnings and ends but exhibit specific characteristics with branching and heterogenous segmentation. Their sizes require condition monitoring to be performed using special measurement devices such as measurement cars or...