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Leading innovation in various industries with
our digital injection solutions.

Artificial Intelligence
Injection System

AI Injection System

This system, the first to apply artificial
intelligence technology to the process
optimization of
injection molding machines,
includes a weight control system that
detects changes in the weight of
molded
products using a weight meter linked to the
injection machine,
allowing the machine to
autonomously adjust to the normal
weight conditions.

Artificial intelligence weight control system Implementation of consistent process environment / Artificial intelligence condition derivation system Reduction of initial process setup time Artificial intelligence weight control system Implementation of consistent process environment / Artificial intelligence condition derivation system Reduction of initial process setup time
Artificial intelligence process illustration Artificial intelligence process illustration
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Artificial Intelligence
Condition
Derivation System

AI Process Set-up
Assistant

Optimization
of Initial Molding
Environment

The system improves convenience and
accessibility by deriving optimal conditions
through simple
and intuitive operations.
Use of the AI Condition Derivation System
stabilizes and shortens the initial
production process

Input shape information & target weight of molded product / AI system derive optimal molding process conditions / Start molding worker process & fine adjust conditions / Initial process stabilization Average time reduction rate 23% on average Input shape information & target weight of molded product / AI system derive optimal molding process conditions / Start molding worker process & fine adjust conditions / Initial process stabilization Average time reduction rate 23% on average

AI Weight Control
System

AI Weight Control

Using AI Engine and Molded Product
Weight Measurement System
AI Weight Control

The AI engine automatically adjusts
the molding conditions of the injection
molding machine
to control weight
when variations in the weight of
molded products occur due to factors
like changes in
the properties
of raw materials.

Variation factors occur due to changes in raw material properties / Variation in molded product weight / Automatic change of molding conditions through artificial intelligence engine / System operation error rate ±0.5% within the target weight management range Variation factors occur due to changes in raw material properties / Variation in molded product weight / Automatic change of molding conditions through artificial intelligence engine / System operation error rate ±0.5% within the target weight management range

Why is Artificial Intelligence Needed in
Molding Technology?

The AI injection system of LS-Mtron CSI 4.0 is
designed to minimize risks
(such as changes in raw material properties
and the expertise of engineers)
associated with
various molding
process environments.

When there is a fluctuation in the weight of
molded products, the AI engine automatically
adjusts the molding condition
of
the injection molding machine to establish an
optimal production process.
It also emulates the experience of
highly skilled molding experts,
implementing a consistent
process environment that
is independent of
human skill level.

Molding process illustration Molding process illustration