Saying Goodbye to “Burdened” Progress: How Does the Pangqi Heavy-Duty AGV Unlock the “Ren and Du Meridians” of Flexible Intelligent Manufacturing for the Energy Storage Production Line of This “Trillion-Yuan Giant”?


Flexibility, Globalization, Deep Integration, New Ecosystem


Driven by the global energy transition and the "dual carbon" goals, the energy storage industry is rapidly moving toward large-scale and intelligent development.


As the core carrier, energy storage containers often weigh several tons or even more. Ten tons, with production scale continuing to expand, presenting... The first half saw accelerated automation, while the second half still involves heavy lifting. Breakpoint its distinct characteristics, It severely restricts the overall efficiency and flexibility of the production line.


Based on this, Pangqi Technology—the global leader in AI-powered unmanned factories and warehouses—has launched... “Heavy-Duty Energy Storage Container Handling AGV Solution” This is not merely a device replacement—it’s a deeply integrated system. AI + Software + Hardware Intelligent System aiming to bring about a logistics revolution and a flexible manufacturing upgrade for energy storage container production lines.





The Industry's Pain





High dependency, low efficiency, high risk, data scarcity


The current energy storage production lines exhibit uneven levels of logistics automation, with the heavy-duty handling环节 at the backend being particularly weak. The specific pain points are as follows:


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The Dilemma of Efficiency and Rhythm


Heavy container handling is slow and difficult to synchronize with the high-speed rhythm of automated production lines, creating bottlenecks where “the production line waits for people or vehicles,” thereby lowering the overall equipment effectiveness (OEE).

0 2

The heavy burden of manpower and costs


Partly constrained by human resources, companies not only face ongoing pressure from rising labor costs but also grapple with issues such as high employee turnover, lengthy training periods, and fatigued work conditions.

0 3

The Risk of Safety and Quality


Moving several tons of heavy objects manually within a densely packed workshop poses significant risks of collisions and tipping, threatening both personnel and equipment safety. Meanwhile, the uncontrollability of manual operations can easily lead to impacts during product handling, potentially even introducing hidden quality defects.

0 4

Flexibility and Data Deficiency


When production lines are adjusted or order volumes change, a forklift logistics system with fixed routes finds it difficult to respond quickly. Moreover, the handling process becomes a “data black box,” making it impossible to track material status and location information in real time, thereby hindering digital lean management.


As energy storage containers evolve toward larger sizes and heavier loads, High-precision, high-throughput handling of heavy-duty backend materials and their seamless integration into the entire process. It has become a critical challenge for enhancing overall line efficiency (OEE), ensuring safety, and achieving digitalization. Breaking through this bottleneck represents a pivotal leap toward truly flexible smart manufacturing.




Core of Breaking the Impasse





A smart logistics system that integrates software and hardware.


In response to the aforementioned pain points, Bangqi has launched an integrated software-and-hardware system that deeply integrates software and hardware, designed to build a stable, efficient, and adaptive logistics lifeline for production lines.




1. Hardcore Execution Unit: Omnidirectional Heavy-Duty AGV


As the physical carrier of the solution, this omnidirectional mobile AGV—specifically designed for heavy-duty applications—integrates high load capacity (up to tens of tons), highly precise ±10mm positioning and docking, omnidirectional flexible mobility, and 24/7 continuous operation capability. It can precisely adapt to complex and narrow workshop environments, serving as a reliable and fundamental executor.



2. Smart Dispatch Hub: LDS System


The LDS production-pull unmanned execution system, uniquely developed by Pangqi Industry, serves as the global “neural center.” Based on big data from logistics and production, it leverages AI-driven decision-making. The system boasts capabilities such as multi-machine collaborative scheduling, dynamic path optimization, and intelligent task allocation. It seamlessly integrates with systems like MES and WMS, breaking down information silos and enabling end-to-end transparent traceability and closed-loop data management throughout the entire material flow. This allows the system to flexibly respond to changes in production rhythms and order volumes.


3. All-round security shield: Multi-layered protection system


Safety is the cornerstone of heavy-load operations. The solution has established a multi-layered safety network—from proactive obstacle avoidance (360° LiDAR-based obstacle avoidance plus 3D vision) to passive protection (crash-prevention mechanisms), and further to system-level monitoring and early warning—ensuring the absolute safety of personnel, equipment, and products and fundamentally eliminating operational risks.





This solution leverages software-defined logistics to flexibly adapt to complex process routes and meet the demands of multi-variety production. With a 7x24-hour continuous operation capability, it ensures stable production rhythms, thereby... Improve Overall Equipment Effectiveness (OEE)



Value leap





Efficiency improvement > 50%, labor savings of 70%, and zero quality loss.


Deploying the Pangqi heavy-duty AGV solution has brought a comprehensive value upgrade to the energy storage container production line of a trillion-dollar energy storage giant:


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Sliding-chain container assembly line—Assembly line for energy storage cabinets at a leading enterprise [previous] proposal


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Rail-mounted container assembly line— A leading enterprise Energy storage cabinet assembly line Previously Plan


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Schematic diagram of the heavy-duty AGV assembly line at a leading energy storage company.


· Comprehensive efficiency improvement >50%

The AGV fleet performs precise, continuous 24-hour operations, seamlessly aligning with the production line’s takt time and eliminating human-induced waiting and interruptions. Help significantly improve overall equipment effectiveness (OEE).


· Labor savings of 70% in handling

The number of personnel required for single-line operations has sharply decreased from the usual 6-8 people to just 1-2 system monitors, significantly reducing direct costs.


· Basic elimination of quality risks

Achieve precise docking with a positioning accuracy of ±10mm and stable transportation, completely eliminating bumps and damage caused by handling. Achieve “zero quality damage” in the handling process.


· Full-process logistics traceability

The system is deeply integrated with MES and WMS, enabling automatic data collection, visualization, and precise traceability throughout the entire material flow process.



This solution helps the aforementioned customer’s energy storage container production line transform from a “cost center” into an efficient and reliable “value-creation center.”




Win-win for the future





Flexibility, Globalization, Deep Integration, New Ecosystem


As the energy storage industry evolves toward larger-scale, higher safety, and smarter operations, the intelligent upgrading of logistics—essential as the lifeblood of production—has become an inevitable choice. The heavy-duty AGV solution launched by Pangqi Technology was specifically designed to meet this trend. Shift the energy storage container production line from a “rigid” model reliant on manual labor to a new, highly automated and digital “flexible” intelligent manufacturing stage.


To date, Pangqi Technology has demonstrated strong global delivery and implementation capabilities, having cumulatively completed projects in China, North America, Europe, Southeast Asia, and other regions. 2000+ The project serves nearly 100 leading enterprises in the new energy and energy storage sectors, including CATL, EVE Energy, and Envision Power.


In the future, Pangqi will take industrial AI small models as its core, integrating cutting-edge technologies such as artificial intelligence, big data, and humanoid robots to continuously deepen its involvement in every stage of production, driving the intelligent and data-driven transformation of processes and injecting sustained momentum into the global manufacturing industry’s upgrade and transformation. Now is precisely the best time to bid farewell to “burdened” progress and embrace flexible, smart manufacturing.







About Pound flag




Pangqi Technology was founded in 2013, with unmanned factories and unmanned warehouses as its target scenarios. The company is committed to making global manufacturing smarter by achieving end-to-end intelligence and full automation. It has now grown into... A global leader in AI-powered, digital, and unmanned factories.

Pangqi Technology via Independently build a digital foundation for small-scale AI models tailored to industrial verticals. , provide An integrated solution of “AI + Software + Hardware + Services” We are driving the unmanned upgrade of global smart manufacturing, intelligent logistics, smart cloud warehouses, digital energy, and smart industrial parks, helping our customers set a new global benchmark for superfactories—and we’ve already implemented these solutions worldwide. 2000+ The project covers countries and regions including China, North America, Europe, and Southeast Asia.


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