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58 results about "Robot operating system" patented technology

Robot operating system and method based on hardware isolation and dynamic task engine

The invention provides a robot operating system and method based on hardware isolation and a dynamic task engine, belongs to the technical field of artificial intelligence, and aims to solve the problem that the real-time performance and the intelligence are bidirectionally opposite for a long time in an architecture level in the field of robots. The system comprises a heterogeneous multi-core SoC, a universal operating system deployed in a non-real-time domain, a kernel real-time operating system deployed in a real-time domain, an inter-core communication bus based on shared physical memory configuration and an integrated development tool chain based on a VSCode plug-in. The method comprises the steps that a robot operating system based on hardware isolation and a dynamic task engine is built; task generation, routing and deployment are carried out; and when the real-time domain executes the task, the high-frequency state data is reported to the non-real-time domain through the inter-core communication bus to form closed-loop cooperative control.
Owner:HARBIN INST OF TECH

Communication topic monitoring and diagnosing method and system based on ROS 2 system

The invention relates to the technical field of robot operating systems, and provides a communication topic monitoring diagnosis method and system based on an ROS 2 system, and the method comprises the steps: configuring global parameters, topic parameters and diagnosis rules; creating an independent monitoring thread for each topic; in each monitoring thread, creating a monitor instance for the corresponding topic; dynamically loading a message type corresponding to the topic by each monitor instance, establishing QoS (Quality of Service) configuration and creating a subscriber; after the message arrives at the monitoring thread, the subscriber receives the corresponding message, triggers a preset callback function, and obtains an original statistical data stream; creating an independent analysis thread for each topic; in each analysis thread, performing real-time statistical calculation on the original statistical data to obtain a structured analysis result; and comparing the structured analysis result with the diagnosis rule in real time, and outputting a specific problem description and a diagnosis result. The problem that topics cannot be monitored and diagnosed automatically in batches is solved.
Owner:AUTOCORE INTELLIGENT TECH (NANJING) CO LTD

Push flow control method and device and electronic equipment

PendingCN122457580AIn vehicleRemote control
The application provides a push stream control method and device and electronic equipment, and relates to the technical field of automatic driving. The method comprises the following steps: subscribing to a push stream switch topic published by a remote control platform based on a preconfigured robot operating system (ROS) node; obtaining push stream control information issued by the remote control platform from the push stream switch topic; the push stream control information comprises a push stream total switch and a target address; the push stream total switch is used to represent a push stream on state or a push stream off state; updating a current push stream parameter in the ROS node according to the push stream control information to generate a new push stream parameter; and controlling camera push stream to a target server according to the new push stream parameter; the target server is a device corresponding to the target address. The method can realize dynamic updating of the push stream parameter in the ROS node, thereby adapting to the dynamic scheduling requirements of multiple vehicles and multiple tasks in a vehicle-mounted scene.
Owner:XINJIANG TIANCHI ENERGY SOURCES CO LTD

A lawn cleaning robot

The utility model discloses a lawn cleaning robot, include: robot main body, mechanical arm structure, lower layer clamp jaw, camera, dustbin, radar, omni -wheel, control unit, GNSS positioning module and IMU, the mechanical arm structure is controlled to a plurality of rudders, makes the mechanical arm structure realize to lift or put down action on the robot main body upper end, and realizes rotating action, is equipped with upper layer clamp jaw in the foremost end of this mechanical arm structure, and this upper layer clamp jaw is controlled to the first rudder, realizes clamping or release, the lower layer clamp jaw is controlled to the sixth rudder, realizes clamping or release, the camera is controlled to the fifth rudder, realizes rotation, has ROS robot operating system and existing identification algorithm YOLOV11 on the control unit deployment.
Owner:JIANGSU UNIV OF SCI & TECH

Universal Symbolic Robotics Operating System for Modular, Transformative, and Energy-Agnostic AGI Agents

A modular symbolic operating system enabling robotic agents—humanoid, aerial, aquatic, or morphing—to operate with lawful cognition, ethical routing, and energy-agnostic behavior through real-time symbolic reasoning. The system integrates a symbolic instruction layer, behavioral arbitration graphs, and energy-type decoupling logic that allows mission-adaptive reconfiguration of robotic form, function, and purpose. This invention supports AGI-level interaction across domains including mobility, dexterity, manipulation, environmental engagement, and cooperative swarm missions—while maintaining symbolic integrity across dynamic configurations.
Owner:ODEH SAMUEL

Service calling method, electronic equipment, medium and program product

The invention provides a service calling method, electronic equipment, a medium and a program product. The method comprises the following steps: registering a target service to obtain service description information of the target service, issuing the service description information by a server, generating a service calling request by a client based on the service description information, and sending the service calling request to the server. The server side can convert the service calling request into the service calling message conforming to the message specification of the robot operating system based on the conversion rule, and sends the service calling message to the service node providing the target service, so that calling of the target service is achieved.
Owner:ALIPAY (HANGZHOU) INFORMATION TECH CO LTD

A semi-physical test system and method for robot operating system application verification

ActiveCN114637220BSimulationUncrewed vehicle
A kind of semi-physical test system and method of robot operating system application verification, including GPS transmitting module, state monitoring module, formation similarity calculation module, autonomous path planning module and effect evaluation module.Wherein, GPS transmitting module is used to generate and emit GPS signal in indoor environment simulation;State monitoring module is used to monitor the measured stress of each unmanned aerial vehicle;Formation similarity calculation module is used for each unmanned aerial vehicle to autonomously calculate the expected target position of itself in formation;Autonomous path planning module is used for each unmanned aerial vehicle to autonomously calculate the expected control acceleration of itself, and determine expected stress;Effect evaluation module is used to exclude the hardware failure of each unmanned aerial vehicle, and the function and performance of robot operating system are evaluated.The application can reduce the frequency of large-scale unmanned aerial vehicle to field test, reduce test cost.
Owner:NAT INNOVATION INST OF DEFENSE TECH PLA ACAD OF MILITARY SCI

Design method of multi-axis unmanned vehicle chassis based on ROS general robot operating system

The application discloses a design method of a multi-axle unmanned vehicle chassis based on a ROS general robot operating system, and comprises the following steps: step one, designing a multi-axle vehicle electric drive hardware platform, S1.1 hardware architecture design; S1.2 software platform design; step two, designing a multi-axle vehicle steering and torque distribution algorithm based on target speed control, S2.1 calculating multi-axle vehicle wheel steering angles by using an Ackerman steering angle principle; S2.2 designing a fuzzy torque control method according to different steering inside and outside speeds; and step three, designing a control algorithm module for controlling vehicle steering. The torque distribution algorithm based on target speed control can effectively distribute the multi-wheel torque of the system, guarantee the basic stability of the target speed, realize the fuzzy self-distribution strategy of the torque, has good practical value, can be used for realizing the algorithm basis of unmanned driving, and has the characteristics of good torque distribution effect of target speed control and strong practicability.
Owner:ROCKET FORCE UNIV OF ENG

Multi-sensing data fusion system

The invention provides a multi-sensor data fusion system. The multi-sensor data fusion system comprises a sensor interface module used for receiving and transmitting sensor messages; the time synchronization module is used for performing time synchronization processing on sensor messages from different sensors; the fusion processing module is used for fusing the sensor messages subjected to time synchronization processing; the fusion data publishing module is used for publishing the fused message; the multi-sensing data fusion system supports function implementation of all the modules based on a second-generation robot operating system ROS2. According to the multi-sensor data fusion system provided by the invention, the overall architecture is constructed based on the second-generation robot operating system ROS2, so that efficient collaboration and standardized communication of each functional module are realized, and the universality and deployment efficiency of the whole fusion system are improved.
Owner:BEWIS TECH

Robot operating system communication method, electronic equipment and storage medium

The invention discloses a robot operating system communication method. The method comprises the following steps: installing a robot operating system and deploying a FastDDS; when the robot operating system publishes or subscribes a message, the hard real-time operating system obtains a QoS configuration parameter of the message and calculates a real-time priority index; establishing a priority mapping strategy of the robot operating system QoS and the hard real-time operating system in the hard real-time operating system; binding a corresponding priority for the message processing thread based on the real-time priority index; executing tasks based on priority scheduling and a dynamic priority adjustment mechanism; a load monitoring thread is deployed, the load monitoring thread counts system load data, task load data and network load data every preset time, and thread priority and resource allocation are adjusted in real time. According to the robot operating system communication method, the initial priority of the hard real-time operating system task is directly determined by QoS configuration, and QoS resource allocation can be dynamically counteracted according to the system load.
Owner:ANHUI GUOXUN CORE MICROTECHNOLOGY CO LTD

Time-sensitive network data flow gating method for robot operating system

PendingCN122640366AOperational systemSimulation
The application discloses a time-sensitive network data stream gating method for a robot operating system, which comprises the following steps: initializing a gating list; obtaining first occupation information of a first time slot corresponding to a first target sending queue in a first preset continuous gating period; when the first occupation information meets a preset adjustment condition, adjusting the first time slot into a second time slot; obtaining second occupation information of the second time slot in a second preset continuous gating period; when the second occupation information meets a preset recovery condition, restoring the time slot corresponding to the first target sending queue into the first time slot, otherwise, keeping the time slot as the second time slot. The method provided by the application can dynamically adjust the gating list according to the actual occupation of the time slot corresponding to the sending queue with the highest priority, thereby improving the adaptability of time slot configuration to service changes, guaranteeing the deterministic transmission of high-priority data streams, and improving the utilization rate of time resources.
Owner:HARBIN INST OF TECH

SYSTEMS AND METHODS FOR DYNAMIC OUTPATIENT COMPUTINGS TO THE CLOUD

A method for operating a mobile robot to dynamically offload computational tasks to a cloud system is described. Advantageously, the method allows the mobile robot to switch between local execution by the robot itself and remote execution by the cloud system at any time, depending on time, energy, or other requirements. This enables the mobile robot to be robust against varying network conditions while simultaneously leveraging the advantages of external computing resources whenever possible. In at least some embodiments, middleware, such as a robot operating system, is used for communication between the mobile robot and the cloud system.
Owner:ROBERT BOSCH GMBH

Communication topic monitoring and diagnosing method and system based on ros 2 system

The application relates to the technical field of robot operating system, and provides a communication topic monitoring and diagnosing method and system based on a ROS 2 system, wherein the method comprises the following steps: configuring global parameters, topic parameters and diagnosis rules; creating an independent monitoring thread for each topic; in each monitoring thread, creating a monitor instance for the corresponding topic; each monitor instance dynamically loads the message type corresponding to the topic, establishes QoS configuration and creates a subscriber; when a message arrives at the monitoring thread, the subscriber accepts the corresponding message, triggers a preset callback function, and obtains an original statistical data stream; an independent analysis thread is created for each topic; in each analysis thread, original statistical data is subjected to real-time statistical calculation, and a structured analysis result is obtained; the structured analysis result is compared with the diagnosis rules in real time, and a specific problem description and a diagnosis result are output. The application solves the problem that topics cannot be monitored and diagnosed in batches and automatically.
Owner:AUTOCORE INTELLIGENT TECH (NANJING) CO LTD

Robot control system and method of robot operating system based on KaiHong OS, computer equipment and medium

The invention discloses a robot operating system based on KaiHong OS, a robot control method, computer equipment and a medium. The system comprises an operating system layer, a middle layer and an application layer, the operating system layer adopts a KaiHong OS and provides hardware abstraction, bottom layer driving, bottom layer task scheduling, compiling and equipment driving functions; the middle layer is used for carrying out secondary packaging on the operating system layer and providing standard interfaces which are uniform in format and modularized; and the application layer manages the whole robot operating system through the node manager, and splits and combines the functions of the robot operating system by taking nodes as units. According to the method, the KaiHong OS is used as the OS layer support of the robot operating system, the KaiHong OS is connected with the underlying hardware, the KaiHong OS is operated on the computer hardware, an application layer is kept unchanged, a developer can conveniently develop the robot on the KaiHong OS, and the development efficiency of the robot is improved.
Owner:深圳开鸿数字产业发展有限公司

Graphical User Interface for Operating System of Data Center Inspection Robot for Electronic Equipment

1. Name of the product in this design: Graphical User Interface for Operating System of Data Center Inspection Robot for Electronic Equipment. 2. Application of this design: This design is intended for use in an electronic device. 3. The key design feature of this product is its graphical user interface. 4. The image or photograph that best illustrates the design's key features: the front view. 5. Purpose of the graphical user interface: This graphical user interface is used by users to view robot data information, control the robot in real time for inspection and assistance work in data center scenarios. 6. Human-Computer Interaction Method of Graphical User Interface: The main view is the main interface after the user enters the system; clicking the "Manual Inspection" function module in the main view leads to interface state diagram 1; clicking the "Inspection Task 1" option in interface state diagram 1 switches to interface state diagram 2; clicking the "Execute Now" button in interface state diagram 2 leads to interface state diagram 3; after the countdown in interface state diagram 3 ends, the robot proceeds to the first inspection point, and the interface state diagram jumps from 3 to 4; when the robot reaches the target point, the interface state diagram jumps from 4 to 5; after all inspection points have been inspected, the robot automatically returns, and the interface state diagram jumps from 5 to 6; when the robot returns to the starting point, the interface state diagram jumps from 6 to 7; clicking the "View" button in the "Rack Door Not Closed Alarm" list in interface state diagram 7 leads to interface state diagram 8.
Owner:广州申迪智能科技有限公司

Vulnerability detection and optimization methods, devices and equipment for robot operating systems

This invention relates to the field of program vulnerability detection, and discloses an optimized method, apparatus, and device for vulnerability detection in a robot operating system. The method includes: obtaining registration information through a registration tracker and obtaining execution information of the robot operating system through a runtime tracker; the registration information includes attributes related to callback functions and the type of the callback functions; constructing a callback trace based on the registration information and the execution information; analyzing the callback trace to verify whether a new system state has been generated; generating new test cases based on the new system state, and using the new test cases as test cases for the next round of iterations. This invention solves the problem of traditional fuzzy testing for robot operating system vulnerabilities being coarse and incomplete.
Owner:TSINGHUA UNIVERSITY

system

Provide a system. 【Solution means】 In an electronic communication management device, Means for analyzing the received electronic communication and performing category classification; Means for summarizing the content of the electronic communication; Means for setting priorities based on the electronic communication; Means for automatically generating a template sentence for the electronic communication; Means for notifying the user of unhandled electronic communications; Means for analyzing and classifying instructions within the factory; Means for summarizing the instructions and notifying the robot operation system; Means for determining the work order of instructions according to the priority; A system including the above.
Owner:SOFTBANK GROUP CORP

Autonomous robot coverage control system based on multi-Jetson cooperation

The invention belongs to the technical field of robot control and distributed autonomous systems, and particularly relates to an autonomous robot coverage control system based on multi-Jetson collaboration, which is realized based on an ROS2 robot operating system and a multi-Jetson embedded computing platform, and comprises the following steps: multi-sensor data acquisition; carrying out pose fusion and positioning; performing pose processing and neighbor recognition; neighbor detection and event judgment; performing data synchronization and cyclic scheduling; dynamically adjusting the sensing radius; carrying out actuarial calculation and weighted centroid calculation on the Voronoi region; control law calculation and saturation constraint; issuing a target point and executing a path; asynchronous and energy-saving control is realized; wherein the ten stages are independently executed on a local ROS2 node of each Jetson trolley, the whole system operates in an asynchronous distributed mode, and autonomous coverage control can be achieved without a central control node. According to the invention, the problems of complex synchronization, high energy consumption, communication dependence and the like in the existing multi-robot distributed coverage control can be solved.
Owner:CIVIL AVIATION UNIV OF CHINA

Multi-dimensional state space intelligent network optimization method

PendingCN122047294AArtificial lifeIntelligent NetworkAutonomous behavior
The invention particularly relates to a method for optimizing an intelligent network with a body in a multi-dimensional state space. According to the method, a multi-dimensional state space S and a hierarchical action space A are constructed, a model based on deep reinforcement learning is used as a core scheduler, and autonomous learning and collaborative decision making of the method are realized; building a multi-dimensional space, building a hierarchical action space and a reinforcement learning collaborative optimization model are seamlessly integrated into a control system of the intelligent agent, and autonomous behavior decision-making of network awareness is achieved; the active optimization framework efficiently interacts with a robot operating system (ROS) service of the robot body, and converts an abstract optimization strategy into specific physical and communication instructions. According to the multi-dimensional state space-based intelligent network optimization method, the transformation of the intelligent agent from the traditional passive adaptation network to the active optimization network connection is realized, and the end-to-end task performance and the connection stability are remarkably improved.
Owner:INSPUR COMM TECH CO LTD

Logistics robot operating system for order picking and inventory replenishment, control method therefor and computer program

PCT designated stageWO2026142171A1Unit loadLogistics management
The present embodiments propose a logistics robot operating system for order picking and inventory replenishment, a control method therefor and a computer program, the system controlling an inbound flow of transporting and loading a loading unit including transport items to a designated loading area through a loading robot, controlling, when inventory replenishment is required according to inventory monitoring in a storage area in which the transport items are disposed, an inventory replenishment flow of unloading the loading unit loaded in the loading area through a transport device and transporting the unloaded loading unit to the storage area through at least one task-performing robot, and managing, on the basis of user-specific transport information received through a warehouse management system, tasks of picking the transport items through the task-performing robot in the storage area and delivering the picked transport items to a packing position through the task-performing robot.
Owner:YUJIN ROBOT

Intelligent autonomous operation method of hilly and mountain tractor based on multi-sensor fusion

The invention relates to the technical field of agricultural machinery intelligent control, in particular to a hilly and mountain tractor intelligent autonomous operation method based on multi-sensor fusion, which comprises an intelligent autonomous operation system and is characterized in that a distributed control system with a robot operating system (ROS) as a software platform and a controller area network (CAN) bus as a neural network is constructed; the intelligent vehicle-mounted terminal, the multi-path electric control module and the positioning navigation unit are organically integrated, information centralized processing and instruction cooperative control are achieved, and the overall intelligent level and the system reliability of the tractor are remarkably improved. Moreover, based on a decision-making mechanism of multi-sensor fusion, the system does not depend on a single information source any more, and the system can maintain stable sensing ability through information complementation even in a common satellite signal shielding or attenuation environment in hills and mountains, so that the continuity of the autonomous operation system under complex and severe working conditions is guaranteed.
Owner:ZHEJIANG ELECTROMECHANICAL VOCATIONAL & TECH COLLEGE

Robot system basic container mirror image construction method and system based on RT-OS

The invention provides a robot system basic container mirror image construction method and system based on RT-OS, and relates to the technical field of intelligent technology. The method comprises the steps that firstly, a basic container mirror image integrating a real-time kernel and a hardware interface is constructed, and modular basic container mirror images are constructed in a layered mode according to different robot function requirements; then, a centralized mirror image warehouse is built, base container mirror images are stored in a centralized mode, and unified management and remote distribution of the mirror images are achieved; and finally, deploying a container runtime environment in a robot body, pulling and operating the basic container mirror image, and configuring real-time parameters to guarantee the system performance of the robot. According to the method and system, flexible deployment and management of the robot operating system are achieved through the containerization technology, an extensible and efficient platform is provided, and the requirements of different application scenes can be rapidly met.
Owner:SHENYANG INST OF AUTOMATION - CHINESE ACAD OF SCI

Method, system and device for monitoring pose abnormity of six-degree-of-freedom motion platform

The invention provides a six-degree-of-freedom motion platform pose abnormity monitoring method, system and device, and relates to the technical field of pose abnormity monitoring. The method mainly comprises the steps that a camera is arranged on the lower surface of an upper platform; a two-dimensional code mark is arranged on the upper surface of the supporting surface; when the six-degree-of-freedom motion platform is controlled to operate, an image containing the two-dimensional code mark is collected in real time through a camera; estimating pose information of the six-degree-of-freedom motion platform in real time through an AR Track Alvar packet in a robot operating system; and through the trained Transform model, an abnormal pose is detected, and alarm information is generated. According to the scheme, pose abnormity monitoring is carried out through the computer image recognition technology and the Transform model, environmental interference is avoided, a large number of sensors do not need to be arranged, and therefore the difficulty and cost of equipment purchase, installation, calibration and maintenance are greatly reduced. The scheme also has the advantages of stable operation, reliable result, high response speed, low computing resource demand and the like.
Owner:GENERAL HOSPITAL OF PLA +1

SMT dispensing electronic component identification method and system based on lightweight multiple attention

The invention relates to the technical field of machine vision and electronic manufacturing, in particular to an SMT dispensing electronic component identification method and system based on lightweight multiple attention, and the method comprises the steps: firstly designing a cross shuffling attention (CSA) module, fusing the MobileNetv3 deep convolution and an improved Si-ShuffleNetv2 structure, and achieving the efficient lightweight extraction of input features; secondly, a ghost multi-attention (GMA) module is constructed, feature dimensions are compressed through GhostConv, a C3CBAM attention mechanism is integrated, and key information perception in the feature fusion process is enhanced; and then, in combination with improved robust Canny edge detection and Hough transform, accurately extracting an element contour in a complex industrial noise environment. And finally, multi-coordinate system conversion and motion track planning are realized through a robot operating system (ROS). According to the method, dependence of a traditional template matching method on background styles and artificial parameters is broken through, 17FPS real-time detection is achieved on Jetson Nano edge equipment through a lightweight attention mechanism and model structure optimization, and the effect is outstanding.
Owner:JIANGSU SUQIAN ZHONGKE INTELLIGENT ROBOT TECHNOLOGY CO LTD

Electronic device with intelligent patrol robot operating system graphical user interface

1. The name of the design product: electronic device with intelligent patrol robot operating system graphical user interface. 2. The use of the design product: the design product is used for an electronic device. 3. The design points of the design product: the content displayed in the electronic device. 4. The picture or photo that best indicates the design points: front view. 5. The use of the graphical user interface: the graphical user interface is used for users to view robot data information, real-time control robot patrol and security work. 6. The human-computer interaction mode of the graphical user interface: the front view is the main interface after the user enters the system; touching the "manual inspection" function module in the front view enters the interface change state diagram 1; clicking the "manual inspection" function module in the interface change state diagram 1 enters the interface change state diagram 2; clicking the "patrol Test plan 002" function module in the interface change state diagram 2 enters the interface change state diagram 3; clicking the "immediate execution" function module in the interface change state diagram 3 enters the interface change state diagram 4; after the "countdown" in the interface change state diagram 4 ends, it enters the interface change state diagram 5; after a period of time in the interface change state diagram 5, it enters the interface change state diagram 6; after detection in the interface change state diagram 6 is completed, it enters the interface change state diagram 7; after a period of time in the interface change state diagram 7, it enters the interface change state diagram 8.
Owner:广州申迪智能科技有限公司

Working robot operating system and method

A working robot operating system and method are provided. The system includes a plurality of working robots each configured to perform a work process involving deterioration of a working part and a repair process of repairing the deterioration of the working part. The system also includes a control device configured to determine an existing performance schedule in which the repair process of each of the plurality of working robots is performed based on production information of a product and specification information of a working part for each working robot. The control device is also configured to determine an optimal performance schedule of the repair process for each of the plurality of working robots based on the determined existing performance schedule, and to control the plurality of working robots so that the repair process is performed by following the determined optimal performance schedule.
Owner:HYUNDAI MOTOR CO LTD +1

ArUco code-based power secondary equipment mechanical arm positioning method

The application relates to a power secondary equipment mechanical arm positioning method based on an ArUco code and belongs to the technical field of mechanical arm control. The technical scheme is as follows: a depth camera is installed at the end of a mechanical arm and kept parallel to the gripper of the mechanical arm, the camera pose is continuously adjusted through ArUco code identification, the Z-axis of the camera coordinate system is ensured to be parallel to the Z-axis of a target coordinate system, three-dimensional coordinates of the target under the base coordinate system of the mechanical arm are obtained according to hand-eye calibration, six joint angles of an RML63 humanoid collaborative mechanical arm are solved through inverse kinematics, and finally, the mechanical arm movement is controlled through a ROS (Robot Operating System) to complete the target grabbing task. The application has the beneficial effects that under the condition of low use cost, the influence of external environmental factors on the visual positioning effect can be minimized, the positioning accuracy is high, the real-time identification and grabbing of the mechanical arm on the power equipment cabinet door handle target can be realized, and the demand of the current power inspection robot autonomous operation can be met.
Owner:STATE GRID JIBEI ELECTRIC POWER CO LTD TANGSHAN POWER SUPPLY CO +1

Industrial automation control system

The invention belongs to the technical field of automatic control, and particularly relates to an industrial automatic control system which comprises an intelligent yaw and variable pitch control module, a digital twin management module and a self-adaptive control decision unit. Through the combination of an AI prediction model and a laser radar wind meter, the system can analyze wind speed data in real time, dynamically generate a wind direction prediction result, adjust the yaw angle in advance and further improve the power generation efficiency, and the digital twin management module constructs a virtual mirror image of fan physical equipment and combines multi-source sensor data and a physical model, so that the power generation efficiency is improved. The equipment state is mapped in real time, the fault trend is predicted, predictive maintenance based on the equipment health state is achieved, meanwhile, the service life of the equipment is prolonged, data real-time interaction between the AI prediction model and the control system is achieved through the robot operating system middleware, communication delay is reduced, and timeliness and accuracy of decision making are improved.
Owner:TIANJIN TOPTECH TECH CO LTD

Self-adaptive intelligent control system of milking robot

The invention provides a self-adaptive intelligent control system of a milking robot, and relates to the technical field of robots. Comprising an upper computer control unit, a dairy cow identification module, a visual identification module, a mechanical arm motion control module, a sensing monitoring module and a lower relay execution module. The system performs distributed cooperative control based on a robot operating system, each module operates in an independent function node form, and data interaction and state synchronization are realized through an ROS message mechanism. The self-adaptive intelligent adjustment strategy is realized through real-time updating of the point position of the moving target of the manipulator and real-time obstacle avoidance adjustment. A double-route fusion algorithm of visual identification and coordinate calibration is adopted, and real-time tracking and high-precision positioning of a dynamic target (dairy cow nipple) are achieved. According to the control system disclosed by the invention, a closed-loop control logic of'identification-decision-execution-feedback 'is adopted, and an integrated closed-loop process of'identification-cleaning-stimulation-adsorption-milking-disinfection' is constructed.
Owner:INNER MONGOLIA OUMU MASCH EQUIP CO LTD