predict asset failure

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Machine Learning Model for Predicting Asset Failure

Published By: Nokia     Published Date: Sep 18, 2018
This paper examines the benefits of using advanced machine learning models in predictive maintenance software for asset management of Power Utilities.
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machine learning, nokia, asset management, power & energy, power asset management, energy asset management, substation, electrical substation
    
Nokia

How Predictive Operational Analytics Help Manage Physical and Virtual Assets

Published By: IBM     Published Date: Aug 08, 2012
With tight budgets, it isn't easy to create the operational dexterity needed to thrive in a competitive marketplace. View this demo to find out how IBM® SPSS® solutions for predictive operational analytics help manage physical and virtual assets, maintain infrastructure and capital equipment, and improve the efficiency of people and processes. By using your existing business information, IBM SPSS software can help you: predict and prevent equipment failures that can lead to disruptive, costly downtime; quickly identify and resolve product quality issues to mitigate risks and reduce warranty costs; optimize product assortment planning to increase revenue, reduce working capital requirements and improve the return on inventory investments; and act to retain your best employees by developing predictive attrition models to identify the workers at greatest risk of leaving the organization.
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ibm, technology, predictive operational analytics, spss, business analytics, business intelligence, business management, application integration
    
IBM

Reduce Asset Downtime and Improve Product Quality

Published By: IBM     Published Date: Nov 08, 2013
Prevent asset failure and optimize processes with IBM Predictive Maintenance and Quality.
Tags : 
ibm, reduce asset downtime, improve product quality, performance expectations, ill-timed maintenance, optimize physical assets, predictive maintenance and quality, asset-intensive
    
IBM

Aberdeen Group - Asset Management: Using Analytics to Drive Predictive Maintenance

Published By: IBM     Published Date: Apr 10, 2013
Companies are pressured more than usual to get the most out of their current asset base. Read this Analyst Insight from Aberdeen Group to learn how companies are using analytics to predict asset failure to avoid costly downtime and reduce maintenance cost.
Tags : 
aberdeen, analytics, drive, predictive, maintenance, reduce, maintenance
    
IBM
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