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DAITTO PHM

Prognostics & Health Management

From Condition Monitoring to Predictive Maintenance

01 / Product Overview

What is DAITTO PHM?

DAITTO PHM is an enterprise-grade Predictive Maintenance platform engineered for industrial rotating machinery and critical assets. Fusing multi-sensor telemetry (vibration, temperature, acoustics) with physics-informed AI models, DAITTO PHM enables real-time health index calculation, automated root-cause fault diagnosis, and Remaining Useful Life (RUL) estimation, empowering industries to shift from reactive maintenance to proactive prediction.

In Short

DAITTO PHM is an intelligent equipment health management solution designed to help industrial organizations understand equipment condition, identify degradation trends, diagnose potential faults and support maintenance decisions. Instead of waiting for equipment failure, PHM uses operational data and intelligent analytics to move maintenance from reactive response toward proactive and predictive management.

02 / Key Features & Advantages

Engineered for continuous, intelligent awareness.

PHM · 01

Multi-Sensor Data Fusion

Seamlessly ingests vibration, temperature, current, and pressure data to construct a 360-degree asset health profile.

PHM · 02

Physics-Informed AI Diagnostics

Pre-packaged with extensive failure mode algorithms (bearing wear, gear pitting, misalignment, unbalance) for instant root-cause identification.

PHM · 03

Remaining Useful Life (RUL) Forecasting

Leverages historical degradation trends and live operating conditions to accurately predict remaining operational lifespan.

PHM · 04

Intelligent Maintenance Decision Support

Automatically generates optimal maintenance schedules, minimizing unplanned downtime and maximizing asset longevity.

How It Works

PHM Intelligence

DAITTO PHM can combine equipment operating parameters, sensor data, alarms, maintenance history and other available information. Mechanism-based knowledge and AI-driven analytics can work together to identify abnormal patterns and changing equipment health. The objective is not simply to generate more alarms, but to provide a clearer understanding of what is changing, why it may be changing, and what action should be considered next.

  • Multi-source equipment condition data integration
  • Health-state assessment and degradation trend analysis
  • Fault detection and root-cause analysis support
  • Remaining useful life (RUL) assessment support
  • Risk-based maintenance decision support
  • Digital equipment health records and historical analysis
  • 03 / Target Applications & Scenarios

    Where DAITTO PHM delivers value.

  • Predictive health management for wind turbine gearboxes, main bearings, and generators
  • Machinery health monitoring for pump groups, compressors, and blowers in Petrochemical & Metallurgy industries
  • Core component diagnostics for CNC machine tools and automated factory production lines
  • Rotating machinery Pumps and compressors Motors and drives Fans and industrial equipment Production lines Energy and process industries
    Key Message

    DAITTO PHM helps industrial teams move from “repair after failure” to “understand, predict and act before failure.”

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