Bench Talk

Using Agentic AI for Predictive Maintenance in Industrial Automation

On september 14, 2026 in All, Automation, Industrial, Industrial Automation, IoT, Sensors by Abhishek Jadhav

Explore how agentic AI extends predictive maintenance by investigating equipment alerts, coordinating maintenance resources, and supporting human-approved action.

Tagged With: agentic ai, ai agents, diagnostic models, edge analytics, equipment condition, industrial automation, predictive maintenance, vibration monitoring

Defining Agentic AI for Industrial Automation

On september 8, 2026 in All, Automation, Computing, Industrial, Industrial Automation, IoT by Abhishek Jadhav

Learn how agentic AI coordinates industrial workflows using contextual data, planning, orchestration, and governed tool access without replacing deterministic control.

Tagged With: agentic ai, ai agents, deterministic control, industrial automation, industrial data, industrial workflows, opc ua, predictive maintenance, workflow orchestration

New Tech Tuesdays: Edge AI Is Reshaping Industrial Efficiency

On augusti 4, 2026 in All, Industrial, IoT, New Tech Tuesdays by Anna Wine

Edge AI enables local data processing for IoT devices, improving latency, security, and efficiency in industrial automation and predictive maintenance.

Tagged With: data security, edge ai, edge computing, embedded ai, human-machine interfaces, industrial automation, iot devices, low latency processing, predictive maintenance

Modular Connectivity for Modern Machine Design

On juli 16, 2026 in Automation, Connectors, Industrial by HARTING

Modular connectors replace hardwiring to improve machine assembly, scalability, serviceability, and predictive maintenance in modern industrial automation.

Tagged With: connectorization, han-modular, industrial automation, industrial connectivity, machine design, modular connectors, plug-and-play interfaces, predictive maintenance, pre-terminated harnesses

A Guide to the EU Machinery Regulation 2023/1230 in 2027

On juli 2, 2026 in All, Automation, Industrial, IoT, Security by Simon Duggleby

A technical guide to EU Machinery Regulation 2023/1230, covering functional safety, cybersecurity, digital documentation, and predictive maintenance for industrial machinery.

Tagged With: ce marking, digital documentation, eu machinery regulation 2023/1230, functional safety, industrial iot, machinery compliance eu, machinery cybersecurity, predictive maintenance, safety software

Smart Electromechanical Actuators with Integrated Driver Diagnostics

On februari 16, 2026 in Industrial, Motor Control, RF, Robotics, Sensors by Analog Devices

ADI’s smart cDriver™ solutions integrate sensing and actuation for predictive maintenance, enabling intelligent electromechanical actuators and advanced diagnostics in industrial automation systems.

Tagged With: adi trinamic, cdriver solutions, edge intelligence, electromechanical actuators, industrial automation, motor drivers, predictive maintenance, smart drivers, solenoid diagnostics, stepper motor control

New Tech Tuesdays: Smarter at the Edge: AI-Accelerated MCUs for Industrial IoT

On januari 27, 2026 in All, Automation, Industrial, New Tech Tuesdays, Robotics by Caitlin Hartman

Discover how edge AI and embedded accelerators enable real-time analytics, predictive maintenance, and anomaly detection for industrial IoT applications.

Tagged With: ai accelerators, anomaly detection, edge ai, embedded systems, iiot, industrial iot, low-power ai, predictive maintenance, real-time analytics, rohm mcus, smart factories

New Tech Tuesdays: Edge AI Motion Sensing for Wearables

On januari 20, 2026 in Industrial, Low Power, New Tech Tuesdays, Sensors by Mouser Technical Content Staff

Edge AI motion sensing enables wearables and industrial devices to process motion data locally for real-time, low-power, and privacy-focused applications.

Tagged With: ar/vr interfaces, bosch bhi385, edge ai motion sensing, embedded ai, gesture recognition, imu sensors, low-power processing, predictive maintenance, smart sensors, wearable technology

New Tech Tuesdays: Micropressure Sensors for High-Tech Factory Floors

On november 18, 2025 in Automation, Industrial, Power, Sensors by Mouser Technical Content Staff

See how compact micropressure sensors deliver precise pressure control and space-saving monitoring for cleanroom and factory automation systems.

Tagged With: , cleanroom monitoring, differential pressure, factory automation, filter clogging detection , micropressure sensors, Omron E8Y-L, PLC integration, predictive maintenance, pressure sensing, SCADA systems, semiconductor equipment

The Role of Vibration Monitoring in Alternative Energy

On april 10, 2025 in All, Energy Harvesting, General, Sensors by TE Connectivity

TE Connectivity's IoT Wireless Vibration Sensors detect mechanical issues in wind and hydropower plants early. Learn how they enable real-time monitoring, reduce downtime, and cut maintenance costs with wireless integration, long battery life, and durable, industry-ready designs.

Tagged With: bluetooth, downtime reduction, energy efficiency, gearbox failure, hydropower, industrial sensors, iot sensors, lorawan, machine health monitoring, predictive maintenance, pump cavitation, remote monitoring, renewable energy maintenance, wind energy, wireless vibration monitoring

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