DTY Smart Factory — Integrated Monitoring Architecture

MURATA 33H · VISION-IoT · EDGE-CLOUD PIPELINE · smart-fact.id
🔵 VIBRATION MONITORING 🔵 TENSION MONITORING (OCR) ● INTEGRATED SYSTEM
DTY Machines
SPINDLE DTY — 1
SPINDLE DTY — 2
SPINDLE DTY — 3
SPINDLE DTY — N
DISPLAY
TCS MASTER
MURATA 33H
Dot-matrix display
Tension readout
I²C
▶
USB
cam
▶
Edge Computing
🟣 Vibration Path
🔵
ADXL-345
3-axis accelerometer
Vibration sensing
SENSOR
⚙️
ESP-32
MCU · WiFi
Data acquisition
MICROCONTROLLER
I²C MQTT
🔵 Tension / OCR Path
📷
USB Camera
640×480 px
30 fps capture
VISION SENSOR
🖥️
OCR Engine
EasyOCR · CRNN
Config C7
VISION PIPELINE
CLAHE OTSU
💻
Integrated Processing Server
Intel i5-11400H · RTX 3050 · Python 3.10 · Flask REST API
FFT Analysis + ML Classifier + OCR C7 Pipeline + HSV Color Detection
📡
Wi-Fi Router
802.11 b/g/n
WI-FI
🔀
MQTT Broker
Pub / Sub routing
MQTTWebSocket
HTTP
REST
▶
MQTT
pub
▶
Cloud / Output
🌐 smart-fact.id
📊
Real-Time Dashboard
Tension time-history
Vibration spectrum
Multi-spindle view
📱
Mobile Notification
Push alert · WhatsApp
Normal / Abnormal
HIGH / LOW tension
💾
Data Logging
CSV export · DB storage
Tension + vibration log
Timestamp · OCR conf.
🤖
Analytics Engine
Trend prediction
FFT + ML inference
Anomaly scoring
Vibration monitoring path
Tension / OCR monitoring path
Communication layer (Wi-Fi · MQTT)
Data output to cloud / dashboard
* Integrated system — MURATA 33H DTY Machine · smart-fact.id platform