Cloud Based Sensor Management Dashboard
Overview
The customer is based out of North America. Customer is a top player in the brewery sector and operates multiple breweries.
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Challenges
Sensor Controlling of Equipment
Anomaly Detection
Production Management based on Sensor Data
Inventory Management
Solution
- Formulated algorithms for:
- Sensor Controlling of Equipment: Cleaning, Calibration, Parameter-wise Sensor Readings, Threshold Decision and Comparison
- Production Management: Recipe Planning, Work Order Decision, Sensor Data Update, Inventory Update, Root Cause Analysis, Anomaly Detection, Prior Knowledge Searches
- Inventory Management: Deciding goals, workflow, storage locations, cost
- Implemented the algorithms through a pentad of stages ranging from dataset selection, dataset division, training and testing system and analyse correlation
Outcomes
- Ensures streamlined production with a standard QoS
- Enablement of autopilot mode for industry equipment
- Effective management of resources
