About OTIV

OTIV builds assistance and autonomous technology for rail vehicles, which improve safety, increase efficiency and help contribute to the modal shift. Their different solutions enable industrial players, rail undertakings and infrastructure managers to transition from manual handling to assisted, remote-controlled or fully autonomous rail operations.​

​

They work together with major industry players such as CAF, DB Cargo, ArcelorMittal, ProRail and SNCF to solve critical socio-economical issues such as incident costs, labour shortages and the environmental impact of transportation.

​

About Crunch Analytics

Crunch Analytics is an advanced data analytics agency that develops strategies, builds customized tooling & provides training for retail organizations eager to grow a data-driven organization. They want to challenge current conventions by using the ever-growing abundance of data and lever data science, machine learning and artificial intelligence to create lean & lightweight advanced analytics & AI tooling.

​

About the project

This project consisted of two parts. First, getting an insight into the influence of various weather conditions on signal strength and quality and subsequently predict the signal quality based on weather parameters. Second, finding bad signal locations in shunting yards to anticipate on low signal zones and possibly improve cellular infrastructure.