Industry 4.0 Platform

Manufacturing Suite

This system was engineered to eliminate blind spots on the factory floor by delivering total, real-time visibility over manufacturing processes, production tracking, and overall equipment effectiveness (OEE). To guarantee flawless quality control, it integrates a custom-trained YOLO computer vision model that automatically detects and flags production defects instantly, turning chaotic telemetry streams into actionable, data-driven decisions.

3 Microservices
Kafka Streaming
Live OEE Metrics
YOLO Vision
Manufacturing Suite Dashboard
Architecture
PLC Simulator
YOLOv8 Service
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Command Service (MES Core)
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Apache Kafka Event Bus
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Query Service
Event Store
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MongoDB (Telemetry)
PostgreSQL (Orders)
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SignalR Server Hub
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Angular Real-Time Dashboards
Project Overview

Manufacturing Execution

Production orders, cycle tracking, machine telemetry and operational visibility.

Real-Time Processing

Kafka-based event streaming and SignalR dashboard synchronization.

Computer Vision

YOLO-powered defect detection integrated into manufacturing workflows.

Technology Stack
.NET 8 Angular SignalR Apache Kafka MongoDB PostgreSQL CQRS Event Sourcing Docker Python YOLO
Key Features

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