Digital Twin for Heat Sealing Optimization in FMCG Packaging

Digital Twin for Heat Sealing Optimization in FMCG Packaging

Digital Twin for Heat Sealing Optimization in FMCG Packaging

Digital Twin for Heat Sealing Optimization in FMCG Packaging

Same sealing line. Predictable seal quality. Higher consistency.

Challenge

Challenge

Heat sealing is a critical step in food and FMCG packaging, where package integrity directly affects product safety, shelf life, leakage risk, and customer experience. A consistent, reliable seal is essential to prevent weak closures, open edges, leakage, and contamination risk.

However, reliable sealing depends on more than temperature, pressure, and dwell time. Film thickness, multilayer material behavior, product residue, jaw temperature distribution, line speed, and pressure uniformity can all change how the seal forms. As a result, manufacturers may face inconsistent seal strength, package deformation, product loss, rework, or rejected batches.

Solution

Solution

Simularge’s physics-based digital twin predicts sealing behavior and package quality deviations in real time.

The digital twin estimates key internal conditions such as temperature distribution, heat penetration, pressure uniformity, sealing window stability, and seal failure risk beyond standard machine parameters or end-of-line inspection.

The digital twin can support:

  • Heat sealing process optimization

  • Real-time seal quality prediction

  • Temperature, pressure, and dwell time optimization

  • Early detection of weak seal or over-sealing risk

  • Line speed optimization without compromising seal quality

  • Reduced leakage, scrap, and rework

  • More stable packaging quality across FMCG production lines

Impact

Impact

Comparable studies show the following potential operational impact: 

  • Below 5% Average Optimization Error

    Model-based parameter optimization ensured that measured seal strength consistently remained within the desired target range, with an average deviation below 5%. [1]

For FMCG manufacturers, ensuring brand quality, product safety, and seal reliability requires shifting to zero defect manufacturing by preventing errors during production rather than detecting them afterward.

Contact us to make heat sealing predictable, controllable, and optimized for high-speed FMCG packaging lines.

References:

[1] Zhang, H., Hu, D., He, Y., Jin, L., Zhang, Y., Tu, J., & Li, Y. (2025). “Optimization Method of Heat-Sealing Process for Pillow Packaging Machine.” Processes, 13(11), 3602.
DOI: 10.3390/pr13113602

Ready to get started ?

If this challenge sounds familiar, let’s discuss how Simularge’s physics-based digital twin technology can be applied to your production environment.

We give manufacturers visibility into what no sensor can measure, and the intelligence to act before it becomes scrap.

USA

Simularge, Inc.

131 Continental Drive, Suite 305 Newark, DE 19713 United States

R&D Center

Simularge A.Ş.

Cevizli Mah., Tugay Yolu Cad., A Blok, No. 69A, İç Kapı 34, Maltepe Istanbul, Türkiye


© Copyright 2024, All Rights Reserved by Simularge, Inc.

We give manufacturers visibility into what no sensor can measure, and the intelligence to act before it becomes scrap.

USA

Simularge, Inc.

3790 El Camino Real, Unit #620 Palo Alto, CA

94306, USA

R&D Center

Simularge A.Ş.

Cevizli Mah., Tugay Yolu Cad., A Blok, Nr. 69A, İç

Kapı 34, Maltepe Istanbul, Türkiye


© Copyright 2024, All Rights Reserved by Simularge, Inc.

We give manufacturers visibility into what no sensor can measure, and the intelligence to act before it becomes scrap.

USA

Simularge, Inc.

131 Continental Drive, Suite 305 Newark, DE 19713 United States

R&D Center

Simularge A.Ş.

Cevizli Mah., Tugay Yolu Cad., A Blok, No. 69A, İç Kapı 34, Maltepe Istanbul, Türkiye


© Copyright 2024, All Rights Reserved by Simularge, Inc.

We give manufacturers visibility into what no sensor can measure, and the intelligence to act before it becomes scrap.

USA

Simularge, Inc.

131 Continental Drive, Suite 305 Newark, DE 19713 United States

R&D Center

Simularge A.Ş.

Cevizli Mah., Tugay Yolu Cad., A Blok, No. 69A, İç Kapı 34, Maltepe Istanbul, Türkiye


© Copyright 2024, All Rights Reserved by Simularge, Inc.