24/7 Operation 200+ Daily Trips Zero Collision Incidents

Garment Factory Logistics Automation: 40% Efficiency Breakthrough

How a leading textile manufacturer deployed Reeman AMR fleet to transform material handling from cutting to finished goods warehouse

Client Profile & Challenge

Understanding the operational context and pre-automation pain points

Client Overview

Leading Apparel Manufacturer based in Dongguan, China. A vertically integrated textile operation producing premium garments for international fashion brands.

  • Dongguan, Guangdong Province
  • 50,000+ sqm Production Facility
  • 1,200+ Production Workers

Pre-Automation Challenges

  • Manual Trolley Congestion

    Narrow 1.2m aisles between sewing stations frequently blocked by manual material transport, causing bottlenecks

  • 15% Production Delays

    Material wait times at cutting and sewing stations causing significant throughput losses

  • High Staff Turnover

    Transport staff turnover rate of 35% annually due to physically demanding repetitive work

  • WIP Tracking Inaccuracies

    Inability to accurately track Work In Progress inventory leading to overproduction and waste

  • Safety Concerns

    Manual handling of 200-500kg fabric rolls creating ergonomic and accident risks

Solution Architecture

Comprehensive AMR deployment tailored for garment manufacturing environment

Deployed Fleet

Fly Boat AMR Units

4 Units Deployed

Lightweight trim & accessory transport (50kg payload)

Mini Autonomous Forklift

2 Units Deployed

Heavy fabric roll handling (500kg payload, 2m lift)

Navigation System

Laser SLAM + Visual

No infrastructure modifications required

Charging Strategy

Opportunity Charging

6 automated charging stations positioned at workflow endpoints

All units feature anti-static wheel modifications and operate at noise levels below 55dB for worker comfort in the textile environment.

Fly Boat AMR navigating narrow aisle
Fly Boat AMR navigating 1.2m corridor between sewing stations

Software Stack

  • Open SDK Integration

    Custom API connectors developed for existing garment ERP system integration within 72 hours

  • Fleet Management Dashboard

    Real-time monitoring of all 6 units with task assignment, battery status, and performance analytics

  • Intelligent Traffic Management

    Dynamic path planning managing 150+ concurrent human workers sharing floor space with AMRs

System Architecture

1 Garment ERP System
↓ API ↓
2 Reeman Fleet Manager
↓ Wi-Fi 6 / 4G LTE ↓
3 AMR Fleet (6 Units)

Material Flow Optimization

Stage 1
Raw Material
Warehouse
Stage 2
Cutting
Station
Stage 3
Sewing
Lines
Stage 4
Finishing
& QC
Stage 5
Packaging
Area
Final
Distribution
Center

AMR Assignment by Route

Route Segment Unit Type Daily Trips
Warehouse → Cutting Mini Forklift (2x) 45
Cutting → Sewing Lines Fly Boat (2x) 85
Sewing → Finishing Fly Boat (2x) 70
Packaging → Distribution Mini Forklift (2x) 40

Key Workflow Improvements

  • Just-in-time material delivery to sewing stations
  • Automated WIP tracking with RFID integration
  • Dynamic priority handling for rush orders
  • Seamless night shift operation without human transport staff

Implementation Timeline

6-week deployment from site survey to full production

Week 1-2

Site Mapping & SLAM Setup

Complete facility laser scanning, route optimization modeling, and navigation map generation. No infrastructure modifications required.

Week 3

SDK Integration & Safety Configuration

ERP system API integration, safety zone configuration for human-robot collaboration, and traffic management rule establishment.

Week 4

Pilot Testing

Two-unit pilot on single production line. Performance validation, worker training, and workflow refinement based on real production data.

Week 5-6

Full Fleet Deployment & Training

Complete 6-unit fleet activation. Comprehensive staff training program, control room setup, and 24/7 operation launch.

Results & ROI Metrics

Measurable improvements achieved within 90 days of deployment

40%
Increase in Material
Handling Throughput
60%
Reduction in
Transport Labor Costs
99.8%
Delivery Accuracy to
Sewing Stations
0
Safety Incidents
Post-Deployment
3hrs
Average Daily
Battery Life
24/7
Continuous
Operation Capability

Calculate Your Potential Savings

$360,000
Estimated Annual Savings

Based on 60% labor cost reduction and 24/7 operation capability

Technical Highlights

Specialized adaptations for garment manufacturing environments

Specialized conductive polyurethane wheels prevent static electricity buildup that could damage sensitive electronic components or ignite textile dust. Grounding straps maintain electrical continuity throughout the facility, ensuring safe operation in fiber-dust environments. The wheel material also provides enhanced traction on polished concrete floors common in garment factories.
Quiet brushless DC motors and optimized gearboxes ensure operation at less than 55dB—quieter than normal conversation. This allows AMRs to work alongside sewing operators without disrupting concentration or requiring hearing protection. Special acoustic dampening materials in the chassis further reduce operational noise in the echo-prone factory environment.
Advanced 3D LiDAR and depth cameras enable real-time detection and navigation around hanging garments, mobile fabric racks, and temporary storage. The system recognizes over 200 object categories and predicts worker movement patterns to proactively adjust paths. Millisecond-level response times ensure safe operation even when workers step unexpectedly into robot pathways.
Precision SLAM navigation enables confident operation in garment factory aisles as narrow as 1.2 meters. Robots maintain ±10mm positioning accuracy even in GPS-denied indoor environments. Bidirectional travel capability allows efficient two-way traffic management in constrained spaces, maximizing floor space utilization for production equipment.
Lithium Iron Phosphate (Li-FePO4) batteries provide intrinsic thermal stability and chemical safety ideal for textile environments. Unlike standard lithium-ion batteries, Li-FePO4 chemistry is non-flammable and non-explosive even under thermal runaway conditions. IP54-rated battery enclosures prevent textile dust ingress, while intelligent Battery Management Systems monitor cell health and optimize charging cycles for 2000+ charge cycle longevity.

Implementation Gallery

Visual documentation of the deployment process

Fly Boat AMR navigating between sewing stations
Fly Boat navigating narrow aisles
Mini Forklift with fabric roll
Control room dashboard
Worker interaction training
Charging station array
Night shift operation
Conveyor integration
Manager reviewing metrics
"Reeman's AMRs didn't just replace manual transport—they transformed our production rhythm. The SDK allowed us to integrate with our existing garment ERP system within days, and the obstacle avoidance handles our constantly changing floor layouts better than expected. Our sewing stations now receive materials exactly when needed, eliminating wait times that were costing us 15% in productivity."
William Chen
Director of Operations, Pacific Textile Manufacturing

Equipment Deployed

Reeman products utilized in this installation

Fly Boat AMR Robot

Fly Boat AMR

Autonomous mobile robot optimized for lightweight material transport in dynamic manufacturing environments.

50kg
Payload
8h
Battery
Laser
Navigation
View Full Specifications

Mini Autonomous Forklift

Compact autonomous forklift designed for narrow-aisle material handling in industrial environments.

500kg
Payload
2m
Lift Height
±5mm
Precision
View Full Specifications

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Frequently Asked Questions

Common questions about AMR deployment in garment manufacturing

Reeman AMRs utilize multi-layer 3D LiDAR and depth cameras to detect obstacles at multiple heights. The system creates a complete volumetric understanding of the environment, detecting hanging garments, overhead obstacles, and floor-level impediments simultaneously. Dynamic path replanning occurs 10 times per second, allowing robots to gracefully navigate around moving racks and temporary storage without stopping production flow.
The Reeman Fleet Manager allows authorized personnel to quickly define temporary no-go zones and modify routes through a visual drag-and-drop interface. Seasonal layout changes that previously took days to accommodate can now be implemented in hours. The SLAM navigation system automatically updates maps as the environment changes, and pre-programmed layout profiles can be activated instantly for different production seasons.
All deployed units feature conductive wheels with dedicated grounding straps that maintain continuous electrical contact with the factory floor. The Li-FePO4 battery chemistry is inherently safer than conventional lithium-ion, with higher thermal runaway thresholds. Additionally, IP54-rated enclosures prevent textile dust accumulation on electrical components, while regular maintenance protocols ensure grounding systems remain effective throughout the robot's operational life.

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