System Integration & Control Systems Design


AI module improves industrial production

December 2019 System Integration & Control Systems Design

Industrial workers can now use the data from their equipment more easily to predict production issues and improve processes with their existing automation and control skill set. The new FactoryTalk Analytics LogixAI module, formerly known as Project Sherlock, uses artificial intelligence (AI) to detect production anomalies and alert workers so they can investigate or intervene, as necessary.

Many existing analytics technologies require deep expertise in both data science and industrial processes. This add-on module for ControlLogix controllers reduces that burden by doing the job of a data scientist. It fits directly into a control chassis and streams controller data over the backplane to build predictive models. It can continuously monitor a production operation, detecting anomalies against its derived understanding.

“The FactoryTalk Analytics LogixAI module makes predictive analytics more accessible to help more workers make better production decisions,” said Christo Buys, business manager control systems, Rockwell Automation. “The module learns your ControlLogix application and tells operators and technicians when things are changing in unexpected ways. This can help them get ahead of product quality issues and protect process integrity.”

The module can, for example, help operators spot performance deviations in equipment like mixers that could affect product quality or lead to downtime. It can also be used as a virtual sensor. Instead of workers taking a reading, like the humidity of a packaged food product, the module can analyse variables from line assets like sprayers, dryers and burners to predict a measurement, virtually.

Workers can then be notified of problems by configuring alarms on a human machine interface (HMI) or dashboard. Future features of the module will go further, helping workers focus their problem-solving or automate the optimisation of a process.

The FactoryTalk Analytics LogixAI module is the newest addition to the FactoryTalk Analytics portfolio from Rockwell Automation. The portfolio includes FactoryTalk Analytics for Devices, which learns about an automation system’s structure to tell workers about problems with individual devices. The LogixAI module expands on this by learning about an automation system’s application and helping identify anomalies with its overall function.

Both products work individually, but each will benefit the other in future iterations. The FactoryTalk Analytics platform aggregates multiple sources of data, so workers can discover new insights. FactoryTalk Analytics for Devices and the LogixAI module will both be data sources for the platform going forward.


Credit(s)



Share this article:
Share via emailShare via LinkedInPrint this page

Further reading:

Powering southern Africa’s industrial evolution for over five decades
Oilpower System Integration & Control Systems Design
Established in 1974, Oilpower is a recognised name in South Africa’s hydraulic and pneumatic sector. What started as a small, family-run business has matured into a highly structured operation with specialised teams, experienced engineers and a reputation for technical excellence and reliability. Oilpower is celebrating its 50th anniversary this year

Read more...
Control system for deep antenna
Rockwell Automation Motion Control & Drives
When a major university in South Korea set out to build a 21-metre deep space antenna, the researchers needed a control system that could track celestial objects with pinpoint accuracy, a level of precision they thought was out of reach. By partnering with Rockwell Automation, they discovered that the right technology and support could turn their vision into reality.

Read more...
Metal plant automation upgrade
ABB South Africa System Integration & Control Systems Design
A combined compressor house (CCH) control system replacement project, undertaken by NJC, an ABB Authorised Value Provider (AVP), has won high praise from client ArcelorMittal.

Read more...
SIs - the channel’s conductors of light
Schneider Electric South Africa System Integration & Control Systems Design
Today’s original equipment manufacturers are innovators in the truest sense, driving the absolute newest in technological advancement. While they develop advanced and often groundbreaking solutions, it is the system integrators who bring these innovations to life.

Read more...
The state of the SI industry remains strong and is expanding
System Integration & Control Systems Design
The system integration (SI) industry is expanding with the adoption of AI, automation and data sharing, allowing companies to improve operational efficiency and competitiveness across diverse sectors.

Read more...
The symbiotic relationship between OEMs and SIs
Schneider Electric South Africa Editor's Choice System Integration & Control Systems Design
While businesses tend to turn directly to original equipment manufacturers OEMs or vendors when embarking on IT projects, the role of the SI as a key facilitator and partner cannot be overstated.

Read more...
Flexible and precise dispensing technology
Beckhoff Automation System Integration & Control Systems Design
The Scheugenpflug ProcessModule axis system forms the basis of Atlas Copco’s dispensing and screwing cells and a flexible integration platform for general contractors and machine builders. Precise process sequences are ensured by TwinCAT CNC and servo drive technology from Beckhoff.

Read more...
The time is now for systems integrators
Editor's Choice System Integration & Control Systems Design
Integrators combine sophistication regarding technology innovation with practical, hands-on experience. Collaborating with systems integrators is the means to significant productivity improvement, powered by the convergence of automation and information and operations technology.

Read more...
System integrators are a diverse market
Editor's Choice System Integration & Control Systems Design
System integrators (SIs) combine expertise on emergent technologies with real world experience. Working with SIs, it’s inevitable that at some point someone will say, “We’re not a typical SI.” And in many ways, it’s true. SIs come in all shapes and sizes.

Read more...
Avoiding the pitfalls of PLC and scada control system integration
Iritron System Integration & Control Systems Design
Upgrading your control system by integrating PLCs with scada systems should be a simple seamless process. Regrettably, the industry is plagued with control system integration and upgrade myths and misconceptions that can lead to liability issues, project delays, cost overruns and decreased plant performance.

Read more...









While every effort has been made to ensure the accuracy of the information contained herein, the publisher and its agents cannot be held responsible for any errors contained, or any loss incurred as a result. Articles published do not necessarily reflect the views of the publishers. The editor reserves the right to alter or cut copy. Articles submitted are deemed to have been cleared for publication. Advertisements and company contact details are published as provided by the advertiser. Technews Publishing (Pty) Ltd cannot be held responsible for the accuracy or veracity of supplied material.




© Technews Publishing (Pty) Ltd | All Rights Reserved