Predictive Maintenance: 8-Wk Pilot Implementation

Tredence Inc

Tredence's Predictive Maintenance solution is a ready to customize, modular offering with deep learning capabilities to provide enhanced condition monitoring & asset performance optimization.

Manufacturing & remote sites have multiple rotary equipment. Eg, Pumps, drives, gearboxes, compressors, etc. These are critical assets - failure of any one of them can cause severe disruption to the production lines, potentially even leading to line or even plant shutdown.

This is leading to O&M teams spending several million dollars annuals as part of maintenance contracts to OEMs & service providers for maintaining critical equipment. This is apart from the even higher opportunity costs incurred due to productivity losses (up to 50%)

Earlier (in Industry 3.0), it was both cumbersome and expensive to monitor the health of these equipment. Hence such machines were not given importance vis-a-vis health monitoring. But now, with AI-IoT based solutions, these activities can be more efficient & effective.

The solution from Tredence is designed to

  • Facilitate comprehensive condition monitoring of all equipment in one place; that is both frugal and adaptable to different operational environments

- Deliver predictive & prescriptive alerts to the plant O&M teams, ahead of time to minimize failures thru Remaining Useful Life (RUL) and Time to Failure (TTF) estimations.

The Tredence Advantage:

  • Deep learning driven AI Engine that can detect hidden patterns
  • The Azure-Databricks led architecture helps process the high volume, high frequency streaming data efficiently, while optimizing cloud storage & computing costs
  • Accelerated deployment to the Azure IoT-Edge, enabling high performance in offline mode
https://store-images.s-microsoft.com/image/apps.54256.c3a79d20-facf-4257-8d4a-2f9c856a75c9.73b36a15-c32c-43cb-8a49-e56276673529.d79e60f0-02bb-4bed-82d8-0e742ac6f12d
https://store-images.s-microsoft.com/image/apps.54256.c3a79d20-facf-4257-8d4a-2f9c856a75c9.73b36a15-c32c-43cb-8a49-e56276673529.d79e60f0-02bb-4bed-82d8-0e742ac6f12d
https://store-images.s-microsoft.com/image/apps.2016.c3a79d20-facf-4257-8d4a-2f9c856a75c9.73b36a15-c32c-43cb-8a49-e56276673529.ddfb0d39-21b6-473d-8161-057439ad1f5e
https://store-images.s-microsoft.com/image/apps.12909.c3a79d20-facf-4257-8d4a-2f9c856a75c9.73b36a15-c32c-43cb-8a49-e56276673529.b90f8ab5-79bf-4364-9928-e2de70b15a7c
https://store-images.s-microsoft.com/image/apps.56624.c3a79d20-facf-4257-8d4a-2f9c856a75c9.73b36a15-c32c-43cb-8a49-e56276673529.36271b15-0b61-4cdc-b0b7-958d4047e9f8

Altri servizi di consulenza da Tredence Inc

ML Ops Framework Setup : 12-Week Implementation

Di Tredence Inc

100.000 USD
NaN out of 5

Data Quality & MDM : 4-Wk Pilot implementation

Di Tredence Inc

25.000 USD
NaN out of 5

ML Ops Framework Setup : 2-Week Assessment

Di Tredence Inc

20.000 USD
NaN out of 5

Supply Risk Monitoring: 12 wk Pilot Implemenation

Di Tredence Inc

43.588 €
NaN out of 5