PHM (Prognostics and Health Management)

Solution

Product overview

Detection the health of critical equipment components using real-time sensor data to provide early warning and avoid unanticipated downtime.

Data collection

Sensors such as current or acceleration gauges are installed on key components to measure and collect data on the operating status of the components in real time.

Data analysis

The edge computing system is embedded with AI algorithms to instantly analyze and monitor target data features and convert them into health indicators.

Visual demonstration

The health status of detected components is graphically represented by edge computing systems and cloud platforms. The cloud and on-site technologies detect health trends in real time, replacing manual inspections.

Platform introduction

Early detection of equipment failure

Artificial intelligence data analysis and detection to prevent unexpected equipment shutdowns, decreasing production interruptions and quality abnormality risks.

Enhanced production efficiency

Stay informed about the health trends of essential equipment components at all times, enabling for the prompt construction of regular maintenance schedules that assist businesses in maximizing equipment usage and on-time delivery rates through smart manufacturing.

Intelligent manufacturing

From damage prevention and maintenance to AI-predicted equipment health, organizations can achieve intelligent equipment operational management while increasing efficiency and yield rates.

Applicaiton

Several PCB board factories implementing PHM system

Vacuum etching line/ DES/ Plating line/ Sandblasting and rinsing line/VCP...

  • Enhancing machine reliability to prevent excessive and ineffective maintenance.
  • Precise and planned maintenance strategies to prolong the lifespan of equipment components.

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