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Unlock the intelligent "core" power in the sweeping robot
Date:June 27, 2025    Views:22

Source: Zhaoyi Innovation Author: Zhaoyi Innovation
    In recent years, the application fields and forms of robots have developed quite rapidly, from families, restaurants, to shopping centers, hotels, to warehousing logistics, industrial equipment manufacturing, almost everywhere. It is particularly noteworthy that in recent years, robots are gradually transforming from automation to intelligence and autonomy, and intelligent robots with self-learning ability are subverting human's traditional cognition of robots.
    According to the White Paper on the Technology Industry Development of the Intelligent Robot Industry (2023 edition), the global intelligent robot market will exceed $50 billion in 2022 and will exceed $66 billion in 2024. Among them, with the deepening of China's industrial digital transformation, China's intelligent robot market is expected to reach $25.1 billion in 2024, with a CAGR of 20%. Industrial robots, service robots, and special robots will account for 50%, 35%, and 24% of the global total.


Global market size of intelligent robots (Source: IFR, China Academy of Information and Communications Technology, Institute of Electronics)
Intelligent service robots usher in a golden decade
    As early as 2017, the China Academy of Information and Communications Technology, IDC International Data Group and Intel jointly released the white paper "Robot 3.0 New Ecology in the Era of Artificial Intelligence". In the book, the development of robots is divided into three eras: robot 1.0, robot 2.0, and robot 3.0. The description of robots also changes from "they have no sense of the external environment, and can only reproduce the teaching actions of humans, and replace workers in the field of manufacturing by mechanical repetitive manual labor." Gradually evolve into "in addition to the perception ability to achieve intelligent collaboration, but also have the ability to understand and make decisions, to achieve autonomous services." And "90, even 95 percent of the time, you can do the task autonomously."
    This is a multi-stage rocket development model similar to the Internet, the first stage - key scenarios, grasp the vertical application, improve the matching of scenarios, tasks, capabilities, improve the ability of robots in key application scenarios, expand the user base; The second stage - artificial enhancement, by adding the ability of continuous learning and scene adaptation, extending the service ability, replacing part of the human, gradually realizing the replacement of human, so that the ability of the robot can meet the user's expectations; The third stage - scale, through the cloud-edge-end integration of the robot system and architecture, so that the robot to reach millions of millions of levels, so as to reduce the price cost, to achieve large-scale commercial.
    According to the Chinese GB/T 39405 2020 standard, the current robot can be divided into three categories: industrial robot, service robot and special robot. Among them, service robots have complex application scenarios, close interaction with people, and huge market potential, and are the most urgent for intelligent upgrading. Data show that in 2023, China's service robot market size reached about 60.016 billion yuan, with a compound annual growth rate of 32.41% in the past five years. The global robot market is expected to grow nearly tenfold over the next 10 years, reaching $160 billion to $260 billion by 2030.
    In many subdivisions, the sweeping robot is currently the most widely used and the largest sales of service robots.
   The "2024-2029 China sweeping robot industry market Prospect forecast and future development trend Research Report" released by the China Business Industry Research Institute shows that from 2019 to 2020 is the stage of rapid development of sweeping robots, with retail sales of more than 6 million units, and the retail sales of sweeping robots have declined in the following two years. Sales of sweeping robots rebounded in 2023, with retail sales of 4.58 million units, an increase of 4%. From January to April 2024, the retail volume of sweeping robots was 1.02 million units, an increase of 17%. China Business Industry Research Institute analysts predict that China's retail sales of sweeping robots will reach 5.25 million units in 2024.

Retail sales trend of sweeping robots from 2019 to 2024 (Source: China Business Industry Research Institute)
    Therefore, in recent years, the state has also issued a series of policy documents to support the development of the sweeping robot industry. For example, the "Guiding Opinions on promoting the high-quality development of light industry", "Robot +" application action implementation Plan ", "14th Five-Year Plan" robot industry development Plan ", "Notice on several measures to promote the consumption of green smart home appliances" and other documents proposed to promote the consumption of smart home appliances and promote the development of robots, providing strong support for the development of the sweeping robot industry.

Zhaoyi innovative sweeping robot solutions
    As an intelligent life terminal, the core competitiveness of the sweeping robot relies on the selected chip solution, combined with the collaborative play of software algorithms, and ultimately presents the overall excellent performance of the product. Zhaoyi Innovation is a company that adheres to the "diversified layout" strategy, and its motor drive, power management, lithium battery charging, signal chain, as well as microcontroller (MCU) and Flash memory (Flash) chip products have been widely used in the leading brands in the sweeping robot industry.

Vacuum robot system block diagram
    The core system of the sweeping robot is mainly divided into the following six categories, each part of which is integrated with the figure of Zhaoyi innovation chip:
    1. Mobile system: Through the brush motor drive chip to achieve flexible movement and accurate obstacle avoidance steering ability of the walking wheel, when encountering obstacles such as thresholds and carpets, it automatically adjusts and lifts the chassis to smoothly cross, so as to perform comprehensive and detailed cleaning tasks in complex indoor environments.
    Recommended selection: Brush motor driver chip GD30DR300x
    GD30DR300x is an integrated current detection, fault protection and other functions of the brush motor driver, support two logic control, integrated 4 large current MOSFETs composed of bidirectional control circuit, motor speed can be controlled by PWM, frequency up to 200KHz, support a wide voltage input range of 4.5-45V, The maximum peak current is 6A, and has overcurrent protection (OCP), overheat protection (TSD), undervoltage lock (UVLO) and anti-MOSFET pass through and other safety protection functions. The product specifications are suitable for almost all types of sweeping machine system requirements, especially the robot walking wheel motor control requirements, such as forward rotation, backward rotation, locked-rotation detection and other functions, but also used for obstacle avoidance motor, lift motor, radar rotation and so on.

    GD30DR300x evaluation board
    2. Cleaning system: the motor control chip controls the rotation speed and strength of the side brush and the main brush, as well as the wiping strength of the mopping cloth (one mop) to ensure that the cleaning effect is thorough and energy-saving, and can also control the water output of the mopping pump to ensure that the mopping effect is uniform and does not leave water stains. The motor control chip is closely combined with the algorithm to achieve strong dust suction while reducing the operating noise as much as possible.
    Recommended selection: Brush motor driver chip GD30DR300x
    Mainly used in water pump, electrolytic water module.
    Recommended selection: brushless motor driver chip GD30DR8306/8413
    The product family integrates three individually controllable half-bridge drivers with a wide voltage input range of 4.5-30V, where the GD30DR8413 integrates a power stage with peak drive currents up to 3A. In addition, it integrates a regulated bootstrap circuit to provide high voltage side gate drive current, integrated power supply undervoltage lock, overtemperature protection, MOSFET pass-through prevention and other protection features to prevent integrated circuits and systems from being damaged by failures. It is mainly used in the brushless motor scenes such as the main brush, side brush and dust suction of the sweeping machine.
    3. Power management system: including lithium battery charging, discharge control (MOS control, battery direct supply), AFE, coulometer, etc., excellent power management can significantly improve the battery life of the device.
    Recommended selection: lithium battery charging chip GD30BC2501
    The sweeping robot is a typical application scenario in which four lithium batteries are used in series. The charge management chip will be on the main board of the sweeping robot or on the charging dock, and is responsible for managing the charging curve of the lithium battery to achieve efficient and safe charging. GD30BC2501 can charge 4/6 lithium batteries with a wide input voltage of up to 32V; Support pre-charge, constant voltage and constant charge and other charging functions, support up to 5A switch charging. Provide over current protection, battery over temperature and under temperature protection, over voltage and under voltage protection, hot shutdown and other safety protection measures; Charging efficiency up to 95%.
    Recommended selection: DC-DC buck chip GD30DC1350/1500
    This product is often used in primary buck circuit, its maximum input voltage 28V/40V, output current 3A.
    Recommended selection: LDO chip GD30LD2000/2010/240x
    The characteristics of the series LDO Low Iq can meet the needs of low power consumption of vacuum sweeping robots in standby state. Among them, GD30LD2000/2010 is mainly used for secondary buck circuit, the maximum output is 300mA and 500mA, GD30LD2000 static current is 0.8uA under light load, ±2% output voltage accuracy, <0.1uA turn-off current; Heat off protection and current limiting protection; GD30LD240x is a high-performance LDO with high voltage and low power consumption. The input voltage can reach 36/45V, and the output current range is 250mA~350mA.     It is often used in primary buck circuits.
Recommended selection: Signal chain chip GD30AP321/358/324, GD30AP8631, GD30CP331
GD30AP321/358/324 is a general purpose op amp, GD30AP8631 is a medium and high speed op amp, and GD30CP331 is a general purpose comparator, which can realize external detection of motor current and feed the detection results to the MCU chip.
4. Sensing system: In order to accurately identify the environment, avoid obstacles and navigate efficiently, the sweeping robot integrates a variety of sensing components, including gyroscopes, ultrasonic sensors, DTOF (direct time of flight) ranging sensors, infrared sensors and LDS (laser ranging sensors). The collaborative work of these high-precision sensors relies on efficient data processing chips to achieve instant capture and accurate analysis of environmental information.
Recommended selection: Value MCU series chip GD32E230/E235 and GD32F3x0
GD32E230/E235 based on Cortex? -M23 core, main frequency up to 72MHz, equipped with 16KB to 128KB embedded flash memory and 4KB to 16KB SRAM, electrostatic protection and anti-interference ability is strong, with high reliability, can be used in acceleration sensors, Hall sensors, ultrasonic sensors, etc.
GD32F3x0 is based on Cortex? -M4 core, universal entry-level ultra-high cost performance chip, excellent performance, rich peripherals, main frequency up to 72/84/108MHz, equipped with 16 to 128K Flash, 4 to 16K SRAM, can be used for LDS laser ranging sensor data acquisition, processing and control decision-making; GD32E230/E235 and GD32F3x0 series chip products maintain perfect software code and hardware pin compatibility, developers can flexibly choose to switch according to actual system requirements.
5. Control system: MCU and SoC master chips not only need to carry complex algorithms, but also need to coordinate the seamless docking of various functional modules. Combined with the data storage support, the main control chip is responsible for analyzing the perceptual data, formulating the navigation cleaning strategy, and adjusting the machine state in real time to ensure the efficient execution of the cleaning task.
Recommended selection: mainstream MCU series chip GD32F30x and high-performance MCU series chip GD32E50x
GD32F30x is based on Cortex-M4 core, universal mainstream chip, the main frequency is up to 120MHz, with 128 to 3072KB Flash, 48-96KB SRAM, integrated rich interconnection interface, such as UART, SPI, QSPI, I2C, I2S, SDIO, CAN, etc. USB OTG FS, EXMC and Ethernet enable efficient and flexible control of multiple independent modules to meet the needs of complex system development.
The GD32E50x is based on the Cortex? -M33 core, maximum frequency 180MHz, 128KB to 512KB Flash, 80KB to 128KB SRAM, support Dual bank read/write synchronous operation, equipped with hardware trigonometric accelerator TMU, improve the processing efficiency of mathematical operations, support multi-channel high-precision PWM signal output. Integrated high-performance ADC and high-speed comparator further enhance peripheral connectivity (USB OTG HS, CAN FD, SQPI, etc.) with high noise resistance (ESD 6Kv). It is very suitable for data intensive, algorithm intensive, transmission intensive high-precision industrial control and consumer application scenarios.
Recommended selection: GD25/55 series SPI NOR Flash
GD25/55 series SPI NOR Flash has a wide capacity coverage, the clock frequency supports 133Mhz and above, the IO interface supports 1 /2 /4 /8 lines, and supports DTR function, and the NOR Flash is mostly matched with the voice module and radar module of the sweeping machine.
Recommended selection: GD5F series SPI NAND Flash
GD5F series SPI NAND Flash, capacity support 1Gb/2Gb/4Gb, clock frequency 133Mhz, built-in ECC function, generally used with SoC solution for the navigation module of the sweepers.
Recommended selection: GDQ series DDR4 and GDP DDR3L
GDQ series DDR4, capacity support 4Gb/8Gb, speed 2400/2666/3200Mbps
GDP series DDR3L, capacity support 2Gb/4Gb, speed 1866/2133Mbps
Used as the main memory for SoC solutions.
6. Base station system: generally with automatic dust collection, automatic water supply, cloth cleaning, drying and antibacterial functions, further reduce housework, free hands.
Recommended selection: Brush motor driver chip GD30DR300x
Mainly used in water pump, drying, hot air sterilization and other systems.
Recommended selection: Value MCU series chip GD32E230/E235 and GD32F3x0
Used as a base station system control chip.
To sum up, Zhaoyi innovation with a full range of technical layout, excellent product performance, rich and complete ecosystem, timely support service response, in the current field of vacuum sweeping robot application has occupied an important market position. Looking forward to the future, Zhaoyi innovation will also continue to innovate and further promote the intelligent development process in this field.






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