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Published articles78Engineering insights

DocumentationUse product-specific datasheets, manuals, application notes, drawings, software, firmware and certificates. Confirm document revision and model applicability before use.

Condition MonitoringContinuous vibration and temperature monitoring for earlier fault detection and better maintenance planning.

Integrated I/ODigital, analogue and special-purpose I/O with Ethernet, fieldbus, GSM, GPS and high-speed interface options.

Published technical information

Engineering approach

Industrial edge AI embedded system for machine vision, custom I/O and lifecycle engineering

Insight

September 3, 2026

AI Vision Inspection in Manufacturing: 8 Integration Questions Before Buying

A Malaysian manufacturing showcase is putting AI vision in the spotlight. Before buying a camera or model, engineers should define lighting, triggers, PLC handshakes, reject confirmation, validation…

Industrial gearbox and drive-train vibration monitoring for cement mill reliability

Insight

September 2, 2026

Cement Mill Vibration Monitoring: Protecting Advanced Process-Control Gains

Advanced process control can stabilise a cement mill, but it does not directly diagnose mechanical deterioration. Learn how to define vibration monitoring for mill motors, gearboxes and…

Titania distributed industrial remote I/O architecture for auxiliary equipment and BMS integration

Insight

August 31, 2026

Malaysia Data Centre Investment: A Remote I/O Checklist for BMS Integrators

Malaysia approved RM95.8 billion in data-centre and cloud projects in 1H 2026. Here is a practical remote I/O and BMS checklist for auxiliary-system monitoring, controls and failure…

Article Professional 2214 Pyxis Titania Machine Monitoring Architecture

Insight

August 30, 2026

Industrial AI for PLC Programming: 8 Controls Buyers Must Specify Before Deployment

Industrial AI is entering PLC engineering in Southeast Asia. This buyer checklist covers code governance, field I/O, testing, safe states, cybersecurity and lifecycle ownership.

Automotive electronics engineering workbench used to illustrate CAN FD diagnostic testing and UDS workflow planning.

Insight

August 29, 2026

CAN FD Diagnostics: A Buyer’s Checklist for Bit Timing, UDS and Log Replay

A CAN FD buyer checklist covering bit timing, UDS, logging, replay and recovery, with CAN product sourcing through CANS Malaysia.

Titania Modbus remote I/O for brownfield industrial automation modernization

Insight

August 28, 2026

Remote I/O Is Becoming More Flexible: What Machine Builders Should Standardize Before the Next Retrofit

New remote-I/O launches are emphasizing configurable channels and mixed-controller compatibility. Five practical questions for machine builders planning brownfield I/O retrofits.

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