Powerful Edge Computing Capabilities, Multi-Protocol Compatibility, Real-Time Control Response: Turning Every Packaging Machine into an Autonomous Decision-Making Unit in the Smart Factory
On production lines in industries such as food, daily chemicals, and pharmaceuticals, packaging machines are a crucial terminal. However, traditional packaging machines face four major pain points:
Severe Data Silos: Different brand equipment protocols vary, making data difficult to interconnect;
Production Status Blind Spots: Faults are only discovered after downtime occurs, leading to delayed responses;
Staggering Energy Waste: Idling and standby account for over 20% of runtime;
Inefficient Product Changeovers: Reliance on experienced operators for parameter adjustments is time-consuming.
Beilai Technology's ARMxy AI edge controller, leveraging its powerful edge computing capabilities, multi-protocol compatibility, and real-time control characteristics, provides an on-site data acquisition, real-time analysis, and autonomous control solution for smart packaging machines, transforming the packaging process from a "cost center" into a "value center".
Seamless Integration: Natively supports 10+ industrial protocols like Modbus TCP, OPC UA, MQTT, and can directly connect to PLCs, servo drives, and sensors from brands like Siemens, Mitsubishi, Omron, without additional gateways;
Data Unification: Converts multi-protocol data into unified OPC UA or MQTT format at the edge, uploading in real-time to MES/SCADA systems.
Real-Time Status Monitoring: Uses 4-channel DI/DO and 2-channel AI/AO modules to collect motor current, temperature, and vibration data, with built-in algorithms for real-time anomaly identification (e.g., sudden current increase indicating mechanical jamming);
Predictive Maintenance: Based on edge-side modeling, provides 7–15 day early warnings for failures like bearing wear or conveyor belt aging, reducing unplanned downtime by over 70%.
Intelligent Start-Stop Control: Directly controls equipment start-stop via DO modules, identifies material status, and automatically enters low-power standby mode when no material is present;
Edge Energy Consumption Calculation: Locally calculates packaging energy consumption per batch of products (kWh/10k units) in real-time, pushing data to the cloud platform via MQTT to support carbon footprint tracking.
Edge Recipe Management: Locally stores packaging parameters for various products (e.g., film sealing temperature, nitrogen filling pressure, marking content);
One-Touch Changeover: Operators select the product model via the HMI interface, and ARMxy automatically dispatches parameters to the PLC, reducing changeover time from 30 minutes to under 15 minutes.
Background
A snack food company had 10 existing pillow packaging machines with a production efficiency of only 65% and monthly fault downtime exceeding 40 hours.
Solution
Edge Node Deployment: Deployed one ARMxy per packaging machine, connecting to the PLC via Ethernet and to measuring sensors via RS485;
Edge Data Acquisition: Locally collected real-time data such as running speed, packaging quantity, and fault codes;
Edge Intelligent Control: Automatically calculated the optimal running rate based on planned production volume, controlling servo drive start-stop via DO modules;
Cloud Collaboration: Pushed key data to the Alibaba Cloud IoT platform via MQTT, generating a real-time production line dashboard.
Implementation Results
✅ Production efficiency increased from 65% to over 85%;
✅ Monthly fault downtime reduced from 40 hours to 10 hours;
✅ Single packaging machine energy consumption decreased by 18%;
✅ Changeover time reduced by 50%, eliminating the need for dedicated technicians for on-site debugging.
Powerful Edge Capability: Cortex-A53 quad-core processor, supports Python custom algorithms, meeting personalized analysis needs;
Comprehensive Protocol Coverage: Supports mainstream real-time Ethernet protocols like EtherCAT, regardless of equipment brand differences;
Real-Time Control Response: Millisecond-level control cycle ensures precise control during high-speed operation;
Compact and Rugged Design: Ultra-small 110×83×48mm size, operates in -40℃~85℃ wide temperature range, suitable for oily, dusty environments;
Remote Operation and Maintenance: Enables batch configuration, fault diagnosis, and firmware upgrades via the QuickConfig platform, saving 90% of on-site maintenance costs.
The value of the ARMxy edge controller extends beyond single-machine upgrades. When an entire production line's packaging machines are deployed with ARMxy, enterprises can further achieve:
Distributed Intelligent Decision-Making: Multiple edge controllers collaborate to achieve self-organizing production on the line;
Edge Quality Traceability: Completes quality data collection and correlation locally, supporting full-chain traceability with one code per item;
Predictive Maintenance Upgrade: Precisely identifies common issues based on multi-equipment data edge analysis.
As a National High-Tech Enterprise, Bli Technology has provided equipment intelligent solutions for food and pharmaceutical companies in over 40 countries worldwide. The ARMxy edge controller, with its features of "low cost, rapid deployment, easy maintenance", is becoming the preferred solution for smart packaging machine transformation.
Take Action Now
If you wish to obtain the following support:
Specific application cases of ARMxy in your industry;
Free technical proposal for smart packaging machine transformation;
Schedule a production line digitalization status assessment;
Please feel free to contact Beilai Technology's Solution Engineers, or visit our official website https://www.bliiot.com/ to view product details and application scenarios.
