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Dynamic process control and custom SCADA

Process dynamicity and visualization and data logging for beverage manufacturing

Our operation involves making process parameters visible in real-time and giving users full control over the system. The PLC accumulates data, which is displayed on an HMI and SCADA system. The SCADA system logs user-selected parameters with a chosen time interval into a MongoDB database. Users can analyze monthly insights and detect process parameter variability. A recurrent neural network predicts if system parameters will deviate from control limits, enabling proactive maintenance planning. This shift from preventive to prognostic maintenance empowers users to optimize maintenance strategies and reduce downtime.

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