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IIoT Analytics

工业洞察

Simplify industrial IoT software solutions delivery with packaged digital twins, machine learning (ML) solutions and deployable ML models.

Accelerate your time to value for analytic application delivery, breaking down data silos, and integrating OT and business data for greater insights.

Watch Video Meet IIoT Analytics

Analytic Solutions Developed for Hitachi Industrial Processes Now Available for Use in Your Operations

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快速预测设备故障

High accuracy in anomaly prediction, compared to traditional time-based failure estimates.

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缩短汇编分析时间

Accelerate your time to value for analytic application delivery, breaking down data silos, and integrating operational technology (OT) and business data for greater insights.

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降低运营成本

Optimize critical processes using machine learning and advanced algorithms to predict failure and prescribe solutions to augment staff competency.

轻松分析设备资产

  • Anomaly Detection

    Anomaly detection using sensor-based anomaly score calculation on operational devices- Example; Frequency Band Detection, Misalignment and Lidar analysis.

  • Remaining Useful Life

    Performance degradation detection based on historical failures in equipment such as compressors in the presence of potentially scarce data.

  • Root Cause Analysis

    Sensor-based detection of root causes of failures using physical models such as switch failures, repair history and predictive maintenance needs.

  • Failure Prediction

    Predict lead time from first component warning to a machine shutdown given historical failures, continuous and categorical variables and operations factors.

  • Operator Skill Evaluation

    Maintenance or activity effectiveness estimations based on group or individual operator or technician actions.

  • Scheduling Optimization

    Lead time estimation based on assembly time, transfer operations and quality data.

加速交付人工智能和机器学习

“Logan Aluminum Fast-Tracks Digital Transformation With Hitachi Vantara.”

Vijay Kamineni

Business Transformation Leader

Watch Now (英文) Watch Now

资源与洞察

Data Management for the Internet of Things - Aberdeen Research Report.

(英文)

Gartner Magic Quadrant for IIoT Platforms, 2021.

(英文)

Experience the Power of Lumada DataOps

Meet with an expert to see the full solution functionality including integration, profiling, optimization, and analytics.
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