Smart Factory Made Simple: Three Practical Steps to Modernize Your Plant with ICT

“Smart factory” can sound like hype—until you see scrap rates drop 15 % in three months. Digital transformation doesn’t require a green-field site or a billion-baht budget. Follow this proven three-step roadmap.

Step 1: Capture the Data

Install non-intrusive IIoT sensors on critical assets—temperature, vibration, current draw, compressed-air flow. A wireless mesh (LoRaWAN or Wi-Fi 6e) streams data to a secure edge gateway, eliminating PLC rewiring.

Step 2: Visualize & Diagnose

Feed sensor tags into a lightweight SCADA or MQTT broker, then overlay on an OEE dashboard mapped to ISO 22400 metrics. Operators see live takt time, energy per unit, and first-pass yield in a single view.

Step 3: Automate & Predict

Layer machine-learning models (Random Forest or LSTM) that forecast bearing failure seven days ahead. Trigger maintenance tickets automatically inside your CMMS and order spares before the warehouse runs dry.

Typical ROI Timeline

SMOR’s Role

• Vendor-Neutral Consulting—Rockwell, Siemens, Mitsubishi, Beckhoff

• Edge-AI Appliances ready for harsh environments (-10 °C to 60 °C)

• Change-Management Workshops to upskill operators and IT