WEBINAR: Data Quality Management: When Bad Data Becomes Good Data

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How to address data quality to improve your ROI

In this webinar we will help you understand how to analyze CMMS data quality according to various criteria such as completeness, accuracy and standardization and determine confidence in your asset performance metrics.

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Are you struggling with using CMMS data to measure progress toward goals and make decisions to improve assets? Often the people entering the data are separate from the analysts using the data, making it difficult to collect complete and accurate maintenance data.

But the good news is that if you have inaccurate data, you also have trustworthy data.

You just need to be able to identify the data that falls into each category so you can take a parallel approach: improve the inaccurate data while leveraging the trusted data to analyze and measure asset performance.

In this webinar we will help you understand how to analyze CMMS data quality according to various criteria such as completeness, accuracy and standardization and determine confidence in your asset performance metrics. This will help you prioritize your efforts to maximize your return on investment. Register for free and take part in:

  1. Experience greater ROI from your proactive maintenance program
  2. Learn how inaccurate or incomplete data affects your metrics and how you can improve them in relation to your business goals
  3. Receive reports to systematically measure your maintenance reliability performance
  4. Harness the power of benchmarking against industry peers and OEM standards to quantify benefits and build business cases for investments

Webinar Moderators

Yan Pei Chao

Product Leader Asset Answers, Content Strategy
GE Digital

YanPei is the product leader for the Asset Answers product suite and digital content product strategy within GE Digital’s Power and Oil & Gas digital portfolio.

YanPei Chao has successfully managed/launched more than 50 products over 25 years in the fields of telecommunications, smart grid and asset management. His passion is nurturing talent to create revolutionary products that support the energy transition while maximizing customer value. He holds an MBA from the Wharton School, University of Pennsylvania, a Masters in Electrical Engineering and a Bachelor of Science in Mechanical Engineering from Cornell University.

Manjish Naik lives in Atlanta, Georgia and is a functional subject matter expert (SME) and project manager at GE Digital. He has worked with multiple processing plants in the oil & gas, power and chemical industries to implement best practices for the CMMS and generate plant performance metrics. His expertise lies in benchmarking asset performance and standardizing data across different maintenance management systems to identify bad actors, perform vendor comparisons, identify the most optimal asset strategy, perform PM optimization and eliminate chronic failures. Before joining Meridium (now GE Digital) in 2011, Manjish worked as a control systems engineer at Honeywell. He holds an Advanced Diploma in Maintenance and Reliability Management from North Carolina State University, a Bachelors in Instrumentation and Control Engineering from India and a Masters of Science in Electrical Engineering from Arizona State University. Manjish is a Certified Maintenance and Reliability Engineer (CMRP), Project Management Professional (PMP), and Six Sigma Green Belt

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