Linear execution mechanism applied to humanoid robot

Through the solution of combining permanent magnet linear motors with coil springs, the problem of lack of flexibility in rigid drive of humanoid robots is solved, and an efficient, lightweight and low-cost linear actuator is realized, simulating the flexibility and rigidity characteristics of human hands and feet.

CN120461484APending Publication Date: 2025-08-12DEQING GEWU PARK OPERATION MANAGEMENT CO LTD
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Patent Information

Application Number
CN202510918223.4
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-07-03
Publication Date
2025-08-12

AI Technical Summary

Technical Problem

The existing humanoid robot joints and execution structures use rigid drives or rigid connections, which lack the flexibility that human hands and feet should have, and the transmission components increase weight and cost.

Method used

The permanent magnet linear motor is used in combination with coil springs. The permanent magnet linear motor serves as the power source of the actuator and cooperates with the coil spring to provide damping function. The coil spring undertakes shock absorption, energy storage and limits, and realizes active stroke, stiffness and damping adjustment.

Benefits of technology

The planetary roller screw transmission components are reduced, efficiency and weight are reduced, and the linear actuator is achieved with a lighter and lower cost, and the operation is smoother, simulating the flexibility and rigidity of human hands and feet.

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Abstract

A linear actuating mechanism applied to a humanoid robot relates to the field of robot parts and comprises a driving structure, a spiral spring structure and an accessory structure, the driving structure comprises a linear motor, a driver is arranged at the bottom of the linear motor, a sensor group is mounted at the end of the linear motor, and the spiral spring structure is connected with the sensor group. One end of the linear motor away from the sensor group is provided with a tension-pressure sensor; the spiral spring structure comprises a spiral spring, a spring supporting seat and a second spring supporting seat are arranged at the two ends of the spiral spring respectively, and a fixing cylinder is arranged on the spring supporting seat. The accessory structure comprises a connecting rod and a second connecting rod. Compared with the prior art, the invention has the advantages that: planetary roller screw transmission parts are reduced, the efficiency is high, the weight is light, and the cost is saved; and the mechanical resistance and noise are reduced, so that the linear actuating mechanism runs more smoothly. The functions of shock absorption, energy storage and limiting are achieved. And active stroke, rigidity and damping adjusting functions are provided.
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Description

Technical Field

[0001] This application relates to the field of robot parts, and in particular to a linear actuator for humanoid robots. Background Art

[0002] 2025 is the first year of the development of humanoid robots. From humanoid robot terminal companies such as Hangzhou Yushu Technology, Shanghai Zhiyuan, and Beijing Xingdong Jiyuan, to dexterous hand companies such as Shenzhen Pasini, Shenzhen Dahuan, Shanghai Aoyi, and Beijing Lingxin Qiaoshou, and to parts companies such as Changsheng Bearing, Beite Technology, Green Harmonic, and Mingzhi Electric, they have become household names overnight, especially planetary screws, harmonic reducers, frameless torque motors, joint modules and other humanoid robot drive parts listed companies have seen 10x bull stocks.

[0003] Existing humanoid robots all use Tesla motors (frameless torque motors) combined with transmission components (planetary roller screws / harmonic reducers) as actuators. The addition of a transmission component increases torque but also reduces transmission efficiency and increases the weight of the actuator. Furthermore, transmission components are expensive, with harmonic reducers and planetary roller screws accounting for 5.6% and 19.4% of the humanoid robot's hardware cost. Eliminating transmission components and adopting direct motor drive is the future development direction, which should take advantage of the motor's low-speed, high-torque characteristics during startup.

[0004] Currently, the joints and actuator structures of humanoid robots all use rigid drives or rigid connections, lacking the flexibility that human hands and feet should have. Summary of the Invention

[0005] The present application provides a linear actuator for a humanoid robot, which is used to solve the problem that the joints and actuator structures of existing humanoid robots are rigidly driven or rigidly connected, and lack the flexibility that human hands and feet should have.

[0006] The present application provides a linear actuator for a humanoid robot, comprising a drive structure, a coil spring structure, and an accessory structure. The drive structure comprises a linear motor, a driver is provided at the bottom of the linear motor, a sensor group is installed at the end of the linear motor, and a tension and pressure sensor is installed at the end of the linear motor away from the sensor group.

[0007] The coil spring structure includes a coil spring, a spring support seat and a second spring support seat are respectively provided at both ends of the coil spring, and a fixing cylinder is provided on the spring support seat;

[0008] The accessory structure includes a connecting rod and a connecting rod 2.

[0009] As an improvement, the linear motor is installed on the inner wall of the fixed cylinder. The linear motor includes a conductive coil, which is sleeved on the outside of the linear motor. A permanent magnet is provided inside the linear motor. The end of the permanent magnet away from the driver is fixedly connected to the connecting rod 2.

[0010] As an improvement, the conductive coils are distributed at equal intervals, the permanent magnets are connected, an isolation block is provided between two adjacent permanent magnets, and the two adjacent permanent magnets are installed in the same magnetic pole direction.

[0011] As an improvement, the tension and pressure sensor is mounted on the second connecting rod, and the tension and pressure sensor and the second connecting rod move simultaneously, making it convenient to record data.

[0012] As an improvement, a coil spring is sleeved on the outside of the fixed cylinder. The coil spring is made of ordinary spring steel or polyetheretherketone (PEEK). A limit block is provided at the end of the connecting rod close to the spring support seat. The limit block, driver and fixed cylinder are connected in a coordinated manner, which is convenient for fixing the driver while also fixing the limit block. Polyetheretherketone is abbreviated as PEEK, which has excellent mechanical strength and dimensional stability, wear resistance, chemical corrosion resistance, electrical properties, environmental protection characteristics and hydrolysis resistance.

[0013] As an improvement, the connecting rod and both ends of the connecting rod are provided with connecting rings, and the connecting rings are used to connect to external mechanisms.

[0014] As an improvement, the sensor group includes a temperature sensor and a position sensor.

[0015] As an improvement, the temperature sensor is a high-precision absolute position encoder, and the tension and pressure sensor is a strain gauge sensor.

[0016] As an improvement, a limiting structure is provided at the end of the fixing cylinder, and the limiting structure is used to prevent the stator structure from falling out.

[0017] As an improvement, the driver is connected to an external controller for communication, and motion parameters are collected in real time through a sensor group and a tension and pressure sensor, and the output force of the linear motor and the stiffness of the coil spring are dynamically adjusted according to load changes.

[0018] Compared with existing technologies, the advantages of the present invention are as follows: the linear actuator employs a permanent magnet linear motor + coil spring solution. Compared to frameless motor + ball screw linear actuators, this eliminates the need for planetary roller screw transmission components, resulting in high efficiency, light weight, and cost savings. The permanent magnet linear motor not only serves as the actuator's power source but also, in conjunction with the spring, acts as a damper. Furthermore, the linear motor's magnetically suspended linear reciprocating motion is virtually frictionless during operation, reducing mechanical resistance and noise, and ensuring smoother operation of the linear actuator. The coil spring covers the entire permanent magnet linear motor, simultaneously performing shock absorption, energy storage, and position limiting functions. The combination of the permanent magnet linear motor and coil spring enables the legs and hands of the humanoid robot to provide active travel, stiffness, and damping adjustment, similar to current advanced automotive chassis active suspensions. Furthermore, it combines the rigidity of bones with the flexibility of muscles, more like human hands and feet. Therefore, compared to existing rotary motor + roller screw linear actuator solutions, the present invention offers a simpler structure, lighter weight, higher efficiency, and lower cost. BRIEF DESCRIPTION OF THE DRAWINGS

[0019] The accompanying drawings are used to provide a further understanding of the technical solution of the present invention and constitute a part of the specification. Together with the embodiments of the present application, they are used to explain the technical solution of the present invention and do not constitute a limitation on the technical solution of the present invention.

[0020] Figure 1 A schematic diagram of the structure provided for an embodiment of the present application;

[0021] Figure 2 A front view of an embodiment of the present application is provided;

[0022] Figure 3 AA cross-sectional view provided for an embodiment of the present application;

[0023] Figure 4 A top view of an embodiment of the present application is provided;

[0024] Figure 5 A schematic diagram of the internal structure provided for an embodiment of the present application.

[0025] Among them: 1. Drive structure; 11. Linear motor; 111. Conductive coil; 112. Permanent magnet; 113. Isolation block; 12. Driver; 13. Sensor group; 131. Temperature sensor; 132. Position sensor; 14. Tension and pressure sensor; 2. Coil spring structure; 21. Coil spring; 22. Spring support seat; 23. Spring support seat 2; 24. Fixing cylinder; 25. Limiting structure; 3. Accessory structure; 31. Connecting rod; 32. Connecting rod 2; 33. Limiting block; 34. Connecting ring. DETAILED DESCRIPTION

[0026] The following will be combined with the drawings in the embodiments of this application to clearly and completely describe the technical solutions in the embodiments of this application. Obviously, the embodiments described are only part of the embodiments of this application, not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by ordinary technicians in this field without making creative efforts are within the scope of protection of this application.

[0027] It should be noted that all directional indications in the embodiments of the present invention (such as up, down, left, right, front, back, etc.) are only used to explain the relative position relationship, movement status, etc. between the various components under a certain specific posture (as shown in the accompanying drawings). If the specific posture changes, the directional indication will also change accordingly.

[0028] The terms "first" and "second" are used for descriptive purposes only and should not be construed as indicating or implying relative importance or implicitly specifying the number of the technical features being referred to. Thus, a feature specified as "first" or "second" may explicitly or implicitly include one or more of such features. Throughout this application, unless otherwise specified, "plurality" means two or more.

[0029] In the description of this application, it should be noted that, unless otherwise expressly specified or limited, the terms "connected" and "connect" should be understood in a broad sense. For example, they can refer to fixed connections, detachable connections, or integral connections. Those skilled in the art will understand the specific meanings of the above terms in this application based on the specific circumstances. Furthermore, when describing pipelines, the terms "connected" and "connected" used in this application have the meaning of conducting electricity. The specific meanings need to be understood in the context.

[0030] In the embodiments of this application, words such as "exemplary" or "for example" are used to indicate examples, illustrations, or descriptions. Any embodiment or design described as "exemplary" or "for example" in the embodiments of this application should not be interpreted as being preferred or advantageous over other embodiments or designs. Rather, the use of words such as "exemplary" or "for example" is intended to present the relevant concepts in a concrete manner.

[0031] like Figure 1-Figure 5 A linear actuator for a humanoid robot includes a drive structure 1, a coil spring structure 2, and an accessory structure 3. The drive structure 1 includes a linear motor 11, a driver 12 is provided at the bottom of the linear motor 11, a sensor group 13 is installed at the end of the linear motor 11, and a tension and pressure sensor 14 is installed at the end of the linear motor 11 away from the sensor group 13.

[0032] The coil spring structure 2 includes a coil spring 21, with a spring support seat 22 and a second spring support seat 23 at both ends of the coil spring 21, and a fixing cylinder 24 is provided on the spring support seat 22;

[0033] The accessory structure 3 includes a connecting rod 31 and a second connecting rod 32 .

[0034] As an improvement, the linear motor 11 is installed on the inner wall of the fixed cylinder 24. The linear motor 11 includes a conductive coil 111, which is sleeved on the outside of the linear motor 11. A permanent magnet 112 is provided inside the linear motor 11. The end of the permanent magnet 112 away from the driver 12 is fixedly connected to the connecting rod 2 32.

[0035] As an improvement, the conductive coils 111 are distributed at equal intervals, the permanent magnets 112 are connected, an isolation block 113 is provided between two adjacent permanent magnets 112, and the two adjacent permanent magnets 112 are installed in the same magnetic pole direction.

[0036] As an improvement, the tension and pressure sensor 14 is sleeved on the second connecting rod 32, and the tension and pressure sensor 14 and the second connecting rod 32 move simultaneously, which is convenient for recording data.

[0037] As an improvement, the coil spring 21 is sleeved on the outside of the fixed tube 24. The coil spring 21 is made of ordinary spring steel or polyetheretherketone (PEEK). A limit block 33 is provided at one end of the connecting rod 31 close to the spring support seat 22. The limit block 33, the driver 12 and the fixed tube 24 are connected in a cooperative manner, which is convenient for fixing the driver 12 while also fixing the limit block 33. Polyetheretherketone is abbreviated as PEEK, which has excellent mechanical strength and dimensional stability, wear resistance, chemical corrosion resistance, electrical performance, environmental protection characteristics and hydrolysis resistance.

[0038] As an improvement, the ends of the connecting rod 31 and the second connecting rod 32 are both provided with connecting rings 34, and the connecting rings 34 are used to connect to external mechanisms.

[0039] As an improvement, the sensor group 13 includes a temperature sensor 131 and a position sensor 132 .

[0040] As an improvement, the temperature sensor 131 is a high-precision absolute position encoder, and the tension and pressure sensor 14 is a strain gauge sensor.

[0041] As an improvement, a limiting structure 25 is provided at the end of the fixing cylinder 24, and the limiting structure 25 is used to prevent the stator structure from falling out.

[0042] As an improvement, the driver 12 is connected to an external controller for communication, and collects motion parameters in real time through the sensor group 13 and the tension and pressure sensor 14, and dynamically adjusts the output force of the linear motor 11 and the stiffness of the coil spring 21 according to load changes.

[0043] The arrangement of conductive coils 111 and permanent magnets 112: Evenly spaced conductive coils 111 are placed around the outside of linear motor 11, while permanent magnets 112 are positioned within the motor with the same magnetic pole orientation, creating a uniform alternating magnetic field. This structure optimizes electromagnetic coupling efficiency and reduces eddy current losses in the magnetic circuit, reducing thrust fluctuations in linear motor 11 by over 30% compared to conventional designs with alternating polarity.

[0044] Adding isolation blocks 113 between adjacent permanent magnets 112 effectively suppresses magnetic saturation. Experiments show that this design reduces motor temperature rise by 12°C under a 100N load, significantly extending the life of the device.

[0045] The integrated location of the tension and pressure sensor 14, mounted on connecting rod 2 32 and moving synchronously with it, directly measures the axial force at the output end. Compared to traditional indirect measurement methods, such as indirect calculations through fixed brackets, this design reduces the force detection error from ±5% to ±0.8%, meeting the requirements of high-precision control.

[0046] The rigid connection between the sensor and the connecting rod 31 eliminates the hysteresis effect of the flexible transmission chain, shortening the response time to 2ms compared to the traditional 5-8ms, making it suitable for high-speed dynamic scenarios.

[0047] The synergistic effect of the limiting structure 25 and the limiting block 33 is that the limiting structure 25 prevents the stator structure from dislodging through mechanical hard contact, while the limiting block 33, the driver 12, and the fixed cylinder 24 form a triple constraint. Simulation results show that this design controls the displacement deviation within ±0.1mm under a peak impact load of 500N, which is superior to the ±0.5mm deviation of traditional single-point limiting solutions.

[0048] The coordinated positioning of the limit block 33 and the driver 12 eliminates the accumulation of assembly tolerances and ensures that the repeatability error of the repeated positioning accuracy during multi-joint modular installation is less than 0.05mm.

[0049] To implement the dynamic adjustment function, the driver 12 uses a high-precision absolute position encoder, temperature sensor 131, and strain-gauge tension and pressure sensor 14 to collect real-time parameters. This is combined with a PID algorithm to dynamically adjust the motor output force and spring stiffness. Experimental data shows that when the load changes from 0 to 200N, the system's stabilization time is reduced from 1.2s in the traditional solution to 0.3s.

[0050] Dynamically adjusting the stiffness of the coil spring 21 through preload adjustment imparts nonlinear damping characteristics to the mechanism, simulating the compliance of human muscle. For example, in fall protection scenarios, this design can improve impact energy absorption.

[0051] The modular adaptability of the Connecting Ring 34. The standardized design of the Connecting Ring 34 end is compatible with the ISO 6432-2016 robot interface specification, enabling rapid replacement of end effectors. Testing has shown that modular replacement time is reduced from 3 minutes using traditional bolt-on methods to 15 seconds, significantly improving maintenance efficiency.

[0052] The connecting ring 34 has a built-in magnetic auxiliary positioning structure, which automatically aligns in the direction of gravity, reducing manual calibration errors and achieving a repeat positioning accuracy of ±0.02mm.

[0053] This invention addresses the issues of delayed response, insufficient precision, and poor modular compatibility associated with traditional linear actuators under high loads through the collaborative design of electromagnetic field optimization, innovative sensor integration placement, and a dynamic adjustment algorithm. For example, the unique arrangement of conductive coil 111 and permanent magnet 112 improves motor efficiency, while the dynamic adjustment function enhances system stability under sudden load changes. These improvements, based on an in-depth analysis of the kinematic characteristics of humanoid robot joints, have resulted in a quantitative breakthrough in the technical impact.

[0054] Example:

[0055] Working principle and process of humanoid robot linear actuator

[0056] This embodiment describes in detail the working principle and process of a linear actuator applied to a humanoid robot, covering the functional collaboration and data interaction process of each component. The mechanism consists of a drive structure 1, a coil spring structure 2, and an accessory structure 3. The specific components include:

[0057] 1. Drive structure 1

[0058] Linear motor 11:

[0059] The linear motor 11 is a permanent magnet synchronous linear motor 11, which contains permanent magnets 112 and conductive coils 111. The conductive coils 111 are evenly spaced outside the linear motor 11. Spacers 113 are placed between adjacent permanent magnets 112, and the permanent magnets 112 are installed with the same magnetic pole orientation. The end of the permanent magnet 112 facing away from the driver 12 is fixed to the connecting rod 2 32 via a bolt.

[0060] When driver 12 inputs current into conductive coil 111, the coil generates a magnetic field that interacts with permanent magnet 112, pushing permanent magnet 112 to move linearly along the inner wall of fixed cylinder 24. Due to the presence of isolation block 113, the magnetic poles of adjacent permanent magnets 112 are aligned, reducing magnetic saturation effects and improving motor efficiency.

[0061] Drive 12:

[0062] The driver 12 is mounted on the bottom of the linear motor 11 and communicates with the external controller via the CAN bus protocol. After receiving instructions from the external controller, the driver 12 controls the direction and magnitude of the current in the conductive coil 111, thereby adjusting the output force of the linear motor 11.

[0063] Sensor Group 13:

[0064] Temperature sensor 131: uses a high-precision absolute position encoder to monitor the temperature of the linear motor 11 in real time and transmit the data to the driver 12. When the temperature exceeds a safety threshold, such as 85°C, the driver 12 automatically reduces the motor output power.

[0065] Position sensor 132: detects the absolute position of the permanent magnet 112 through the Hall effect principle with an accuracy of ±0.01mm, and is used to calibrate the motor zero point initial angle and real-time position feedback.

[0066] Pull pressure sensor 14:

[0067] The tension and pressure sensor 14 is a strain gauge sensor that is mounted on the second connecting rod 32 and moves synchronously with the connecting rod 32. The tension and pressure sensor 14 measures the axial force on the second connecting rod 32 in real time and uploads the data to the driver 12.

[0068] 2. Coil spring structure 2

[0069] Coil spring 21:

[0070] The coil spring 21 is made of polyetheretherketone (PEEK) with a moderate stiffness of 50 N / mm. Its two ends are fixed to the spring support seat 22 and the second spring support seat 23. The coil spring 21 covers the entire motion range of the linear motor 11 and performs the functions of shock absorption, energy storage, and position limiting.

[0071] Fixed cylinder 24:

[0072] The fixing cylinder 24 is made of aluminum alloy and has a guide rail 241 on its inner wall for guiding the linear motion of the permanent magnet 112. A limiting structure 25 is provided at the end of the fixing cylinder 24 to prevent the permanent magnet 112 from falling out through mechanical hard contact.

[0073] 3. Attachment structure 3

[0074] Connecting rod 31 and connecting rod 2 32:

[0075] A stopper 33 is installed at the end of connecting rod 31 near spring support 22. This stopper 33 is threadedly secured to driver 12 and mounting tube 24, creating a triple constraint to prevent displacement. Connecting rings 34 are installed at the ends of connecting rod 31 and connecting rod 2 32, respectively. These rings utilize an ISO 6432-2016 standard interface for connecting to external mechanisms, such as robot joints.

[0076] 4. Workflow and dynamic adjustment

[0077] Startup phase:

[0078] The external controller sends a start signal to the driver 12 , and the driver 12 initializes the sensor group 13 and the tension and pressure sensor 14 , and calibrates the zero point position of the linear motor 11 .

[0079] The limiting structure 25 ensures that the permanent magnet 112 has no displacement deviation in the initial position.

[0080] Movement phase:

[0081] Force output: The driver 12 adjusts the current of the conductive coil 111 according to external instructions, and the permanent magnet 112 moves linearly under the action of the magnetic field, driving the second connecting rod 32 to output thrust.

[0082] Compliance Adjustment: Coil spring 21 provides a buffer during the movement of permanent magnet 112, reducing impact forces. When tension / compression sensor 14 detects a sudden load increase, such as a peak of 500 N, driver 12 dynamically adjusts the motor output force and adjusts the stiffness by changing the preload of coil spring 21, for example, from 50 N / mm to 70 N / mm.

[0083] Data feedback and protection:

[0084] Temperature monitoring: The temperature sensor 131 monitors the motor temperature in real time. If the temperature rise exceeds a threshold value, such as 10°C / s, the driver 12 starts the cooling fan or reduces the output power.

[0085] Position correction: The position sensor 132 detects the absolute position of the permanent magnet 112. If the deviation exceeds ±0.1 mm, the driver 12 triggers the fine-tuning current to correct the position.

[0086] Abnormal handling: When the tension and pressure sensor 14 detects an abnormal load such as one exceeding 20% of the rated value, the driver 12 cuts off the power supply and locks the motor, and sends a fault code to the external controller via the CAN bus.

[0087] 5. Technical effect verification

[0088] Improved efficiency: Experiments show that the energy conversion efficiency of this mechanism under a load of 100N reaches 92%, while the traditional rotary motor + roller screw solution is 85%.

[0089] Response speed: The dynamic adjustment function shortens the system's stable recovery time to 0.3s when the load changes from 0 to 200N, compared to 1.2s in the traditional solution.

[0090] Modular compatibility: The standardized design of the connecting ring 34 supports rapid replacement of end effectors, reducing the modular replacement time from 3 minutes to 15 seconds.

[0091] This embodiment achieves high-precision, low-energy, and flexible control of a humanoid robot's linear actuator through the collaborative design of electromagnetic field optimization, sensor integration, and dynamic adjustment algorithms, addressing the hysteresis and durability issues associated with traditional rigid actuators. Reviewers can directly manufacture devices with the corresponding functions based on the aforementioned component models, such as the high-carbon steel spring and ISO 6432 connecting ring 34, and the process description.

[0092] The above is only a specific embodiment of the present application, but the scope of protection of the present application is not limited thereto. Any changes or replacements within the technical scope disclosed in the present application should be included in the scope of protection of the present application. Therefore, the scope of protection of the present application should be based on the scope of protection of the claims.

Claims

1. A linear actuator for a humanoid robot, comprising a drive structure (1), a coil spring structure (2), and an accessory structure (3), characterized in that: The driving structure (1) comprises a linear motor (11), a driver (12) is provided at the bottom of the linear motor (11), a sensor group (13) is installed at the end of the linear motor (11), and a tension and pressure sensor (14) is installed at the end of the linear motor (11) away from the sensor group (13); The coil spring structure (2) includes a coil spring (21), and the two ends of the coil spring (21) are respectively provided with a spring support seat (22) and a second spring support seat (23), and a fixing cylinder (24) is provided on the spring support seat (22); The accessory structure (3) comprises a first connecting rod (31) and a second connecting rod (32).

2. The linear actuator for a humanoid robot according to claim 1, characterized in that: The linear motor (11) is mounted on the inner wall of the fixed cylinder (24). The linear motor (11) includes a conductive coil (111) which is sleeved on the outer side of the linear motor (11). A permanent magnet (112) is provided inside the linear motor (11). An end of the permanent magnet (112) away from the driver (12) is fixedly connected to a second connecting rod (32).

3. The linear actuator for a humanoid robot according to claim 2, wherein: The conductive coils (111) are distributed at equal intervals, the permanent magnets (112) are connected, an isolation block (113) is provided between two adjacent permanent magnets (112), and the two adjacent permanent magnets (112) are installed in the same magnetic pole direction.

4. The linear actuator for a humanoid robot according to claim 1, wherein: The tension and pressure sensor (14) is sleeved on the second connecting rod (32).

5. The linear actuator for a humanoid robot according to claim 1, wherein: The coil spring (21) is sleeved on the outside of the fixed cylinder (24). The coil spring (21) is made of ordinary spring steel or polyetheretherketone material. A limit block (33) is provided at one end of the connecting rod (31) close to the spring support seat (22). The limit block (33), the driver (12) and the fixed cylinder (24) are connected in a coordinated manner.

6. The linear actuator for a humanoid robot according to claim 1, wherein: The ends of the connecting rod (31) and the second connecting rod (32) are both provided with connecting rings (34).

7. The linear actuator for a humanoid robot according to claim 1, wherein: The sensor group (13) includes a temperature sensor (131) and a position sensor (132).

8. The linear actuator for a humanoid robot according to claim 7, characterized in that: The temperature sensor (131) is a high-precision absolute position encoder, and the tension and pressure sensor (14) is a strain gauge sensor.

9. The linear actuator for a humanoid robot according to claim 1, wherein: A limiting structure (25) is provided at the end of the fixing cylinder (24).

10. The linear actuator for a humanoid robot according to claim 1, characterized in that: The driver (12) is connected to an external controller for communication, collects motion parameters in real time through a sensor group (13) and a tension and pressure sensor (14), and dynamically adjusts the output force of the linear motor (11) and the stiffness of the coil spring (21) according to load changes.