28 / 04 / 2025

Automatic Sorting Robot Selection and Efficient Sorting Reached: Data-Driven Technology Practice

In the wave of logistics automation, for every 1% increase in sorting efficiency, the operating costs of enterprises can be reduced by 3%-5%. How to achieve cost reduction and efficiency through scientific selection? This article combines industry data with Keefam's technical advantages to provide you with a guide to intelligent sorting robot selection from theory to implementation.


Automatic Sorting Robot Selection and Efficient Sorting Reached: Data-Driven Technology Practice


Ⅰ. Efficiency value of the sortation conveyor and technology trends


Industry pain points and data support


Efficiency and cost contradiction


· The error rate of manual sorting is as high as 5%-8%, while the automatic sorting system can reduce the error rate to ≤ 0.01% (data source: Keefam® measured).


· For every 1% improvement in sorting efficiency, business operating costs can be reduced by 3%-5% (industry consensus).


Market size and growth


·Intelligent sorting market scale in China exceeds 28 billion yuan in 2023, with a CAGR of 22% (China Federation of Logistics and Purchasing).


· The demand for sorting efficiency in e-commerce, express delivery, manufacturing and other scenarios is surging, with an average daily handling capacity of over 400 million pieces (2024 data).

 

Automatic Sorting Robot Selection and Efficient Sorting Reached: Data-Driven Technology Practice


Ⅱ. Types of sorting robot and technical parameters comparison


The following are the technical characteristics and applicable scenarios of common intelligent sorting robots, combined with industry measured data:

 

 

Types of intelligent sorting robotsPeak EfficiencyDamage RateEnergy ConsumptionTypical Scenario
Pop-up Wheel Type3,000 items/hour≤0.5%0.3 kWh/hourRetail, Small & Medium Parcels
Tilted Tray Type6,000 items/hour≤0.2%0.5 kWh/hourLarge Warehouses
Sliding Shoe Type4,500 items/hour≤0.3%0.4 kWh/hourPharmaceuticals, Food Sorting
Cross-belt Type10,000 items/hour≤0.1%0.8 kWh/hourExpress Hubs, Standardized Parcels
Keefam Sorting Robot10,000 items/hour≤0.01%0.15 kWh/hourMixed Goods, Non-standard Items

 

Note: Keefam intelligent sorting robot realises full category sorting (200mm-1200mm) through modular design, and supports PE bags, woven bags and other difficult goods.

 

Ⅲ. Scientific selection: six key dimensions and data reference


  1. Throughput requirements


· Case: An e-commerce warehouse handles 200,000 parcels per day, and after the selection of Keefam sorting robot, the sorting efficiency is increased from 4,000 pieces/hour to 10,000 pieces/hour, and the labour cost is reduced by 70%.


2. Cargo Specification Adaptability


· Data: traditional crossbelt sorters are limited to 200-600mm, while Keefam intelligent sorting robot supports 200-1200mm, covering 98% of e-commerce SKUs.


3. Energy consumption and cost balance


· Comparison: A cold chain logistics centre adopts Keefam gravity chute (zero energy consumption), which saves 450,000 RMB in electricity cost per year compared with the belt machine, and reduces the cargo loss rate by 80%.


4. Flexibility and Expandability


· Evidence: a manufacturing customer through the Keefam modular design, 10 minutes to complete the production line switching, adaptable tyres (0.5-60kg) and electronic components sorting.

 

Ⅳ.  Industry Scenario Data and Keefam Solutions


1. E-commerce and express delivery


· Pain point: double eleven during the peak of a single day up to 100 million pieces, manual sorting efficiency is insufficient.


· Solution: Keefam intelligent sorting robot deployed 175 units in a distribution centre in Shanghai, handling 1 million pieces per day, with a sorting success rate of 99.99%.


Automatic Sorting Robot Selection and Efficient Sorting Reached: Data-Driven Technology Practice


2. Pharmaceuticals and Cold Chain


·Regulatory Requirements: GMP norms require that the sorting process is pollution-free and the noise level is ≤65dB.


· Data: Keefam equipment running noise 62dB, in line with pharmaceutical standards, support -30 ℃ cold storage operations.


3. Manufacturing and Heavy Goods


· Challenge: Tyre sorting needs to carry more than 60kg, and traditional equipment has a high failure rate.


· Achievements: Keefam intelligent sorting robot to achieve 24-hour continuous operation, failure rate of 0.01%, maintenance costs reduced by 30%.

 

V. Competitiveness of Keefam Sorting System Data


1. Leading technical indicators


· Sorting success rate: 99.99% (industry average 99.5%).


· Life and reliability: core components design life ≥ 10 years, 40% higher than the industry standard.


2. Green and low carbon practice


· Emission Reduction Achievements: The application of nano-materials reduces carbon emissions by 1.2 tonnes per year for a single piece of equipment, and it is planned to reduce carbon emissions by 1 million tonnes in 2030.


· Circular Economy: Modular recycling system extends the life cycle of the equipment, and the material reuse rate reaches 95%.

 

3. Customer Value Verification


· Cost Optimisation: After adopting the anti-magnetic chute, a customer has reduced the equipment investment by 80% and the expenditure on work injury by 90%.


· Globalisation Coverage: Service network spreads over 30+ countries, adapting to CE, RoHS and other international certifications.

 

Conclusion: Data-driven Sorting Revolution


From the peak efficiency of sorting 10,000 pieces per hour to the 0.01% loss rate control, Keefam redefines the industry standard with hardcore data. Choosing sorting equipment is not only a technical decision, but also a strategic investment in data.

 


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