Tech Briefs Magazine - March 2023 - 19
such as humidity, torque, number of cycles
in a component's lifecycle, and
product appearance, weight, and configuration.
AI builds a digital bridge between
this operational data and information
technology.
Real-World Examples
In an automotive battery assembly
cell, AI monitored motor currents, actuator
position, the presence and absence
of batteries, and battery weight.
After mapping data for a healthy state,
the system recognized anomalies. The
AI system generated messages that were
sent via an IoT gateway to the cloud to
be displayed on a trend's dashboard.
The data required for healthy versus
unhealthy state already existed based
on the machine's motion. The development
team layered AI over this data,
mined it at the bottom where all the
action occurred, and then provided information
displayed graphically to operations
personnel.
At a premium car production plant in
Europe produces on average 1,000 cars
per day. Welding is a core body-in-white
process there. The plant has a total of
At an auto plant, AI continuously monitored the plant's welding guns. This solution decreased unplanned
downtime on the welding line by 25 percent. (Image: Festo)
2,500 welding gun robots equipped
with compact servo-pneumatic clamps.
Using an AI system, the plant instituted
continuous welding gun monitoring of
cylinder and valve operating data and
associated parameters.
AI aggregated the data on the 2,500
robotic welding guns and then, utilizing
gateways, sent data to cloud-based dashboards
that provided easy-to-understand
visualization of operating conditions.
The plant now has, in effect, an asset
Tech Briefs, March 2023
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Tech Briefs Magazine - March 2023
Table of Contents for the Digital Edition of Tech Briefs Magazine - March 2023
Tech Briefs Magazine - March 2023 - Intro
Tech Briefs Magazine - March 2023 - Sponsor
Tech Briefs Magazine - March 2023 - Cov1
Tech Briefs Magazine - March 2023 - Cov2
Tech Briefs Magazine - March 2023 - 1
Tech Briefs Magazine - March 2023 - 2
Tech Briefs Magazine - March 2023 - 3
Tech Briefs Magazine - March 2023 - 4
Tech Briefs Magazine - March 2023 - 5
Tech Briefs Magazine - March 2023 - 6
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Tech Briefs Magazine - March 2023 - 9
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Tech Briefs Magazine - March 2023 - 12
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Tech Briefs Magazine - March 2023 - 19
Tech Briefs Magazine - March 2023 - 20
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Tech Briefs Magazine - March 2023 - 22
Tech Briefs Magazine - March 2023 - 23
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Tech Briefs Magazine - March 2023 - 26
Tech Briefs Magazine - March 2023 - 27
Tech Briefs Magazine - March 2023 - 28
Tech Briefs Magazine - March 2023 - 29
Tech Briefs Magazine - March 2023 - 30
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Tech Briefs Magazine - March 2023 - 32
Tech Briefs Magazine - March 2023 - 33
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Tech Briefs Magazine - March 2023 - 35
Tech Briefs Magazine - March 2023 - 36
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Tech Briefs Magazine - March 2023 - 46
Tech Briefs Magazine - March 2023 - 47
Tech Briefs Magazine - March 2023 - 48
Tech Briefs Magazine - March 2023 - Cov3
Tech Briefs Magazine - March 2023 - Cov4
Tech Briefs Magazine - March 2023 - BET-Cov1A
Tech Briefs Magazine - March 2023 - BET-Cov1B
Tech Briefs Magazine - March 2023 - BET-Cov1
Tech Briefs Magazine - March 2023 - BET-Cov2
Tech Briefs Magazine - March 2023 - BET-1
Tech Briefs Magazine - March 2023 - BET-2
Tech Briefs Magazine - March 2023 - BET-3
Tech Briefs Magazine - March 2023 - BET-4
Tech Briefs Magazine - March 2023 - BET-5
Tech Briefs Magazine - March 2023 - BET-6
Tech Briefs Magazine - March 2023 - BET-7
Tech Briefs Magazine - March 2023 - BET-8
Tech Briefs Magazine - March 2023 - BET-9
Tech Briefs Magazine - March 2023 - BET-10
Tech Briefs Magazine - March 2023 - BET-11
Tech Briefs Magazine - March 2023 - BET-12
Tech Briefs Magazine - March 2023 - BET-13
Tech Briefs Magazine - March 2023 - BET-14
Tech Briefs Magazine - March 2023 - BET-15
Tech Briefs Magazine - March 2023 - BET-16
Tech Briefs Magazine - March 2023 - BET-17
Tech Briefs Magazine - March 2023 - BET-18
Tech Briefs Magazine - March 2023 - BET-19
Tech Briefs Magazine - March 2023 - BET-20
Tech Briefs Magazine - March 2023 - BET-21
Tech Briefs Magazine - March 2023 - BET-22
Tech Briefs Magazine - March 2023 - BET-23
Tech Briefs Magazine - March 2023 - BET-24
Tech Briefs Magazine - March 2023 - BET-25
Tech Briefs Magazine - March 2023 - BET-26
Tech Briefs Magazine - March 2023 - BET-27
Tech Briefs Magazine - March 2023 - BET-28
Tech Briefs Magazine - March 2023 - BET-29
Tech Briefs Magazine - March 2023 - BET-30
Tech Briefs Magazine - March 2023 - BET-31
Tech Briefs Magazine - March 2023 - BET-32
Tech Briefs Magazine - March 2023 - BET-33
Tech Briefs Magazine - March 2023 - BET-34
Tech Briefs Magazine - March 2023 - BET-Cov3
Tech Briefs Magazine - March 2023 - BET-Cov4
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