Industrial SBC Integrated for Autonomous Commercial Cleaning Robot
A leading smart property management company partnered with Vantron to develop a next-generation autonomous cleaning robot capable of operating continuously across residential and commercial buildings. Powered by the VT-SBC-3588-L single board computer, the robot delivers intelligent navigation, multi-sensor perception, continuous 24/7 operation, and seamless cloud connectivity. Today, more than a thousand commercial cleaning robots have been successfully deployed, helping customers reduce operational costs while improving cleaning quality and service transparency.
Location
China
Industry
Robotics,Smart Building
Project Type
Off-the-Shelf
Devices Deployed
VT-SBC-3588-L Single Board Computer
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Background
Property management companies worldwide are under increasing pressure to deliver higher service quality while addressing labor shortages and rising operating costs. The customer, a Fortune Global 500 company specializing in smart property management, set out to build an autonomous cleaning robot to replace repetitive manual cleaning tasks in their apartments, office buildings, and residential communities. They sought an ARM-based single board computer to serve as the computing and control engine for the robot, with the following requirements:
• Real-time AI processing capability for simultaneous LiDAR, camera, and sensor fusion in dynamic environments.
• Reliable 24/7 operation supporting autonomous navigation, floor scrubbing, automatic charging, and intelligent task scheduling.
• Industrial-grade stability to enable long-term deployment with minimal maintenance overhead.
• Stable connectivity for cloud synchronization, remote management, and automated work-order generation, even in areas with poor wireless coverage, such as underground parking garages, long corridors, and large residential buildings.
Solution
Vantron provided the VT-SBC-3588-L single board computer as the central computing platform for the robot, providing the processing performance, industrial interfaces, and connectivity required for large-scale commercial deployment.
• High-Performance Edge AI Computing: Build on a powerful ARM-based multi-core computing architecture, the platform integrates an 8-core 64-bit CPU, quad-core ARM Mali-G610 MP4 GPU, and an AI-accelerated NPU with up to 6 TOPS of computing power, enabling real-time execution of AI inference, multi-sensor fusion, SLAM mapping, visual recognition, and intelligent path planning. This allows the robot to accurately identify and avoid dynamic obstacles in complex property environments.
• High-Speed Memory and Storage: With 8GB memory and 64GB storage, expandable for larger deployments, the embedded single board computer supports simultaneous execution of the robot operating system, localization, navigation, vision processing, and AI applications without compromising responsiveness.
• Flexible Network Connectivity: Dual Gigabit Ethernet, integrated Wi-Fi, and an M.2 expansion slot for optional 4G modules ensure uninterrupted connectivity even in areas with limited wireless coverage. The robot can continuously synchronize operational data with cloud platforms and automatically generate service tickets when human assistance is required.
• Rich Industrial I/O for flexible Integration: The VT-SBC-3588-L provides extensive industrial interfaces, including UART, USB 3.0, USB 2.0, RS485, and audio outputs, enabling seamless integration with industrial peripherals such as motor controllers, water pump systems, battery management systems (BMS), safety sensors, and voice broadcasting modules.
• Industrial-Grade Reliability: Designed for demanding industrial environments, the board features optimized thermal design and fan support to ensure stable operation during continuous high-load workloads, delivering long-term reliability for commercial deployments.
Benefits
The solution has been commercialized at scale, with more than a thousand autonomous cleaning robots operating across residential communities, apartment complexes, office buildings, and other commercial facilities. By connecting directly with the customer's digital property management platform, facility managers can monitor cleaning progress and equipment status in real time, significantly reducing operational costs and improving efficiency.
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