Module 1 Sensor Network for Intelligent Predictive Enterprise and cybersecurity
Maintenance is a key area that can drive major cost savings and production value around the world, but foundry and casting industry with its predominantly medium-sized structure is characterized by a low degree of automation, due to the very long service life of machines.
Machine down time have two big consequences within foundry process:
- Energy waste: energy consumption is not adjustable during process interruption.
- Decrease of productivity level (OEE – Overall Equipment Effectiveness) and increase of process instability.
Module 2 MangroviaIoT – An Asset Management and Operational Intelligence Platform
An IoT Smart Monitoring infrastructure consisting of an industrial-grade wireless sensor network solution plus an IoT gateway with multiple connectivity options and meeting state-of-the-art cybersecurity requirements.
Module 3 Predictive maintenance models and python AI approach to machine learning
An artificial intelligence-based decision support system that collects machine process data (temperature, engine vibration and other media) from the sensor network and then predicts maintenance of specific key processes.
