Insight
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.
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News
Product updates, industrial engineering articles and application insights.
Published articles50Engineering 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.
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Engineering approach
Insight
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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Insight
Edge AI Predictive Maintenance: What to Process at the Machine
Industrial edge AI is moving condition-monitoring decisions closer to machines. Learn what belongs at the sensor, gateway and plant system—and where PyXis fits.
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Insight
Industrial Vibration Sensor Selection: Match the Measurement to the Failure Mode
A fresh condition-monitoring launch highlights a critical buyer decision: select vibration measurements around machine speed, failure modes, integration and maintenance action—not a generic sensor specification.
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Insight
Malaysia’s Humanoid Robotics Opportunity: An Engineering Readiness Guide for Automotive Suppliers
Malaysia’s 26 August push into humanoid robotics creates a supplier opportunity—but winning work requires a defined subsystem, controlled interfaces, diagnostics and a credible validation plan.
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Keep, Bridge or Replace Modbus? A Brownfield Automation Decision Guide for 2026
A current Modbus modernization debate highlights a practical brownfield decision: retain reliable RS-485 devices, bridge their data to modern systems, or replace equipment whose lifecycle risk has…
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