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The Autonomous Injection Molding Cell
inject AI: Quality Targets Instead of Machine Parameters
With its autonomous injection molding cell, ENGEL is shifting the focus from traditional process control to direct quality control. Users no longer need to define complex machine parameters; instead, they simply specify the desired quality characteristics of their component. The cell handles the rest: Artificial intelligence and inline quality monitoring automatically optimize the production process—paving the way to zero-defect production.
Measurable Added Value in Practice
Fewer rejects, shorter setup times, and more efficient use of materials and resources increase production efficiency. By implementing 100% inspection and fully automated process adaptations to meet quality specifications, ENGEL significantly reduces manual interventions and time-consuming quality checks are significantly reduced. This results in a consistently stable production process that not only ensures quality but also saves time and costs.
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Your Advantages with ENGEL’s Autonomous Injection Molding Cell
AI-supported quality control can reduce material usage by up to four percent. For large machines, this amounts to up to 16 metric tons of plastic material per year. At the same time, fewer rejects mean more cost-effective production. After all, rejects cost more than just material—they also cost machine time, energy, and personnel, along with an irreplaceable slot in the production schedule.
The AI-supported initialization identifies the process relationships relevant to quality within the first few cycles, eliminating the need for time-consuming run-in tests and manual optimization. As a result, the autonomous injection molding cell achieves a stable process within minutes and reliably produces the desired quality right from the start.
A camera inspects every component in every single cycle. Deviations are detected immediately and corrected automatically. The autonomous injection molding cell makes zero-defect production a reality.
Instead of relying on the constant availability of experienced process technicians, AI monitors and corrects the process autonomously—around the clock, regardless of staffing. Thanks to the self-regulating injection molding machine, time-consuming adjustments by production personnel are no longer necessary.
Continuous monitoring and automatic correction of process parameters ensure that deviations are detected and fixed early, before defective parts are produced. By reducing rejects and quality-related machine downtime, Overall Equipment Effectiveness (OEE) increases by up to 15%. Production runs more stably, predictably, and economically, increasing system capacity.
Your Advantages with ENGEL’s Autonomous Injection Molding Cell
Reduced rejects and material consumption
AI-supported quality control can reduce material usage by up to four percent. For large machines, this amounts to up to 16 metric tons of plastic material per year. At the same time, fewer rejects mean more cost-effective production. After all, rejects cost more than just material—they also cost machine time, energy, and personnel, along with an irreplaceable slot in the production schedule.
Quick Commissioning
The AI-supported initialization identifies the process relationships relevant to quality within the first few cycles, eliminating the need for time-consuming run-in tests and manual optimization. As a result, the autonomous injection molding cell achieves a stable process within minutes and reliably produces the desired quality right from the start.
Seamless Inline Quality Control
A camera inspects every component in every single cycle. Deviations are detected immediately and corrected automatically. The autonomous injection molding cell makes zero-defect production a reality.
Relief from the Skilled Labor Shortage
Instead of relying on the constant availability of experienced process technicians, AI monitors and corrects the process autonomously—around the clock, regardless of staffing. Thanks to the self-regulating injection molding machine, time-consuming adjustments by production personnel are no longer necessary.
High Overall Plant Effectiveness
Continuous monitoring and automatic correction of process parameters ensure that deviations are detected and fixed early, before defective parts are produced. By reducing rejects and quality-related machine downtime, Overall Equipment Effectiveness (OEE) increases by up to 15%. Production runs more stably, predictably, and economically, increasing system capacity.
 "Karlheinz Mayr | ENGEL")
With this solution, we have achieved stable, cost-effective, and autonomous injection molding production of this kind for the first time worldwide. In suitable applications, the investment pays for itself in just a few weeks or months.
The autonomous injection molding cell in action
Discover the benefits of the advantages of the autonomous injection molding cell.
FAQ
Assistance systems support the operator in setting the process parameters, but the decision ultimately remains with the human operator.
The autonomous injection molding cell goes one step further: Using AI, it identifies the relationship between the process and part quality and performs closed loop control of part quality fully automatically, without manual intervention.
In short: assistance systems support—autonomy decides.
Very quickly—in the ENGEL prototype, the optimal process settings were determined after just 10 shots. Instead of tedious, manual test runs, AI-supported initialization delivers consistent part quality within minutes.
Each individual component is measured directly during the process—using a camera, scale, or length measurement, depending on the application. This allows quality characteristics such as weight or dimensions to be recorded in every cycle, deviations to be detected immediately, and parts outside the tolerance range to be automatically rejected.
The autonomous injection molding cell increases Overall Equipment Effectiveness (OEE) by up to 15% and reduces material consumption by up to 4%. In bumper production, reduced material consumption alone results in potential savings of approximately $35,000 per year.
Working with our partners to deliver cutting-edge technology
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The Austrian Research Promotion Agency (FFG) is the national funding agency for industry-oriented research and development in Austria. FFG funding plays a key role in generating new knowledge, developing new products and services, and thereby enhancing competitiveness in the global market.
Mold maker
Standard mold components
Material manufacturer
Hot runner
Material handling
Mold temperature control
Masterbatch
The Austrian Research Promotion Agency (FFG) is the national funding agency for industry-oriented research and development in Austria. FFG funding plays a key role in generating new knowledge, developing new products and services, and thereby enhancing competitiveness in the global market.
Mold maker
Standard mold components
Material manufacturer
Hot runner
Material handling
Mold temperature control
Masterbatch
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ENGEL receives the audience award of Swiss Plastics 2026 for the first autonomous injection molding cellJanuary 27, 2026As part of the Swiss Plastics Expo 2026, the Swiss Plastics Expo Award was presented for the third time on 22.01.2026, a ... -
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