What the Category Covers, and How Large It Is
Smart cleaning equipment includes home robot vacuums and floor scrubbers, plus commercial cleaning robots and autonomous floor scrubbers. AVC reported that retail sales of cleaning appliances in China — robot vacuums, floor scrubbers, and related products — reached about RMB 35 billion in 2023, and robot-vacuum penetration is still rising. In malls, airports, hospitals, and office buildings, cleaning robots and floor scrubbers are leased or purchased. The units are spread across sites and need a network link for remote monitoring, task dispatch, and fault alerts. iResearch estimates that the share of commercial smart cleaning equipment online rose from about 30% in 2020 to more than 60% in 2024.
Core Pain Points
At home: Robot vacuums usually join the household Wi-Fi. They support app control, map upload, and over-the-air updates, and makers need device data for fault diagnosis and for reading how people actually use the product. On commercial sites: Cleaning robots and floor scrubbers sit in different buildings and on different floors, with no stable Wi-Fi, so they need a 4G/5G cellular link. Task dispatch, status reports, fault alerts, and consumable reminders all have to stay live. Multi-robot coordination and path planning depend on scheduling in the cloud.
Technical Standards and Terminology
Home cleaning appliances fall under GB 4706, Safety of Household and Similar Electrical Appliances, along with noise standards. Common terms: Wi-Fi/4G Cat.1 (Wi-Fi at home, cellular on most commercial units); SLAM (simultaneous localization and mapping, used for robot navigation); M2M (device-to-platform communication); OTA (over-the-air update); IoT (Internet of Things). Commercial cleaning robots need about 1–5 Mbps uplink for task dispatch and status reports. Typical makers: Ecovacs, Roborock, and Narwal for the home; Gaussian Robotics, Pudu, and Aike Robotics for commercial fleets.
A Deployment Example
One mall connected 20 cleaning robots over 4G and ran task scheduling, battery level, and consumables from one console. The robots also hand off to elevators and access control. Cleaning coverage rose by 30%, and labor cost fell by about 25%.
Where IoT Is Used
Home: Map, cleaning history, and consumable status from the robot vacuum; remote control and scheduled cleaning; fault diagnosis and over-the-air updates.
Commercial: Task dispatch, location and status reports, and battery and consumable monitoring; multi-robot coordination and elevator handoff; fault alerts and maintenance work orders.
Where the Market Is Heading
Vision models for recognition and obstacle avoidance are improving. Commercial cleaning robots are reaching more sites. They are being tied into building management and security systems. Leasing bundled with operations and maintenance is becoming a common commercial model.
Summary
Cleaning equipment is moving from a machine that works alone to one that stays online and takes instructions. Commercial sites, in particular, need a cellular link. SimtoLink supplies 4G/5G IoT SIM cards and communication modules for these devices, especially commercial fleets, so units stay online and makers and operators can maintain them remotely and run the fleet from the data.