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
Command Service (MES Core)
Apache Kafka Event Bus
Query Service
Event Store
MongoDB (Telemetry)
PostgreSQL (Orders)
SignalR Server Hub
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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