View More
View Less
System Message
An unknown error has occurred and your request could not be completed. Please contact support.
Wait Listed
Personal Calendar
Conference Event
Times for this session to be announced soon.
Conflict Found
This session is already scheduled at another time. Would you like to...
Please enter a maximum of {0} characters.
{0} remaining of {1} character maximum.
Please enter a maximum of {0} words.
{0} remaining of {1} word maximum.
must be 50 characters or less.
must be 40 characters or less.
Session Summary
We were unable to load the map image.
This has not yet been assigned to a map.
Search Catalog
Replies ()
New Post
Microblog Thread
Post Reply
Your session timed out.
This web page is not optimized for viewing on a mobile device. Visit this site in a desktop browser to access the full set of features.
LiveWorx 2019
Add to My Interests
Remove from My Interests

IN104CA - Advanced Lean Manufacturing Leveraging Predictive Data Analytics

Session Description

This presentation will detail a case study of how one of Japan's manufacturers eliminated a long-standing global bottleneck on an automotive engine manufacturing line, and the deployment challenges they have faced in their global setting. They faced a “broken” manufacturing process which damaged their customer’s lean manufacturing process and its OEM car manufacturing strategy. Despite the inconsistent data sets across several discrete steps, PTC and the client team adopted a process to undergo the six steps of ThingWorx Analytics in conjunction with a proof-of-concept approach. In this presentation, you will learn how PTC Japan’s team focused on unexpected prediction results of failure causes and business outcomes found via the ThingWorx Analytics decision-tree as well as the time-series model provided. Presenters will share feedback from the manufacturing clients on the successful combination of lean manufacturing and predictive analysis that eliminated waste and increased the throughput, resulting in advanced lean manufacturing. Additionally, you will learn about recent deployment challenges of this machine learning operationalization at scale for factories in different continents and the need for manufacturing master data in BOM form.

Session Presenter
Additional Information
Industry 4.0 (Digital Manufacturing)
Industry 4.0/ Smart Manufacturing/ Digital Factory
Learn the six steps of recognizing and predicting the failure of manufacturing instruments.
Hear how advanced lean manufacturing can result in a higher business impact.
Learn a global deployment strategy of the machine learning model and operation utilizing manufacturing process master data.
Case Study
45 minutes
Session Schedule
    Do Not Sell My Personal Information
    First name
    Last name
    Email address