Accelerating the Industrial Internet of Things
Log In
ThingWorx (PTC) Case Studies Complex Discrete Manufacturing with ThingWorx Analytics

Complex Discrete Manufacturing with ThingWorx Analytics

ThingWorx (PTC)
Complex Discrete Manufacturing with ThingWorx Analytics
Complex Discrete Manufacturing with ThingWorx Analytics
Complex Discrete Manufacturing with ThingWorx Analytics
Complex Discrete Manufacturing with ThingWorx Analytics
Complex Discrete Manufacturing with ThingWorx Analytics
Equipment & Machinery
Information Technology
Production - Manufacturing

ABC faced two major issues when utilizing the data collected. One is the size, complexity, and disparity of the data collected would take lot of man-hours to process and evaluate. Two is real-time data cannot be put into use due to the nature of data science analysis.

Read More

ABC Manufacturing operates 27 global manufacturing facilities, strategically located throughout the world, to provide direct support and services in close proximity to our international customers.

Read More

ThingWorx Analytics is a learning technology that automates advanced and predictive analytics. The technology uses proprietary artificial intelligence and machine learning technology to automatically learn from data, discover patterns, build validated predictive models, and send information to virtually any type of application or technology.

To get a free demo of ThingWorx 8 please go here.

Read More

Data for processing, production, facilities health

Read More
IOT
Read More
Cutting Edge (technology has been on the market for < 2 years)
Read More

Data Aggregation - Cloud solutions enable aggregation of 'big data' to automatically detect patterns, anomalies, and flag machines for maintenance before downtime, manufacturing errors, or yield faults occurred.

Remote Device Diagnostics - Real-time status reports enable maintenance personnel to remotely diagnose the status of a device.

Data Analytics - Data mining, prognostics, diagnostics, and embedded intelligence are used to make ABB's production line smarter so that they can meet their customer's needs.

ThingWorx Analytics was able to quickly analyze billions of points of information to determine that a particular failure pattern occurred when product line 2 was running operation 4467ANX when the ambient temperature was between 77 degree celsius and 79 degree celsius.

Hardware
Software
Horizontal applications are standardized (e.g., asset tracking). Vertical applications are tailored to specific needs (e.g., delivery fleet management).
APIs are the market enabler for IoT. They allow users to manage devices, enable data transfer between software, and provide access capabilities.
IoT analytics includes real-time or edge computing and batch analysis. Analytics can be behavioral, descriptive, predictive, or prescriptive.
Visualization solutions use dashboards, alerts, events, maps, and other tools to present easily comprehensible data to end users.
Data management solutions capture, index and store data in traditional database, cloud platforms, and fog systems for future use.
Services
System integrators link IoT component subsystems, customize solutions, and ensure that IoT systems communicate with existing operational systems.
IoT data management consultancies help to make sense of big data, decide which data to maintain and for how long, and troubleshoot IT issues.
Download PDF Version
test test