Case Study: Major Chemical Company optimizes grinding efficiency with Neuron Soundware AI acoustic monitoring

Major Chemical Company - Customer Case Study

The major chemical company faced a challenge achieving consistent bauxite quality in its industrial mill while being tied to an inefficient 18-hour grinding cycle, often wasting energy and time. Neuron Soundware was engaged to help optimize this process.

Neuron Soundware deployed its nGuard IoT sensor solution to monitor the mill acoustically. Using AI, the system accurately determined the optimal time to stop the grinding process. The solution delivered a 304% ROI, average time savings of nearly 3 hours per run, and monthly savings of €4,672 per machine for the customer.