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61 results about "Condition Code" patented technology

A coded value specifying the state of being of an entity.

Abnormity identification and automatic compensation method and device for service provisioning process

The invention relates to the field of communication service support systems, and particularly provides a service provisioning process oriented anomaly identification and automatic compensation method and device, service provisioning process modeling is an ordered process chain composed of a plurality of processing nodes, and each node corresponds to a specific service system operation; a unique flow identifier Flow ID is generated for each service instance and used for whole flow state tracking, execution results, state codes and response time information of all flow nodes are recorded in a flow tracking database in real time, and after execution of each node is completed, events are published for other modules to subscribe to, so that an asynchronous observable link is formed. Compared with the prior art, the method can achieve the closed-loop processing of the abnormal process, remarkably reduces the manual intervention rate, improves the business activation success rate and customer service experience, and improves the stability and reliability of a service opening link.
Owner:INSPUR TIANYUAN COMM INFORMATION SYST CO LTD

Material state management and monitoring method and system based on manufacturing life cycle

The invention discloses a material state management and monitoring method and system based on a manufacturing life cycle, and relates to the technical field of intelligent manufacturing. The method comprises the steps that a material state model is established based on a manufacturing life cycle and comprises state codes, and the state codes are used for representing state stages and state attributes of materials; key business events of materials of multiple business systems are obtained, business data of all the materials are obtained through cross-system synchronous analysis, state transition is executed in combination with a preset state transition rule, and a transition path is generated; state codes, service data and migration paths of all the materials are presented through a visual carrier, and the visual carrier comprises a multi-dimensional retrieval entry; and identifying the abnormal material based on the state transition rule, and generating an early warning notification. Through adoption of the method and the device, unification of material data and states of a plurality of business systems in a manufacturing life cycle is realized, consistency and real-time performance of material state information are ensured, and meanwhile, full-process visual monitoring and abnormal accurate identification of the material states are achieved.
Owner:SUZHOU PUSHI SOFTWARE CO LTD

HTTP (Hyper Text Transport Protocol) multi-level automatic authentication data migration method and system based on multi-task scheduling

ActiveCN121691353AProgram initiation/switchingResource allocationPath expressionHyper text transport protocol
The invention discloses an HTTP (Hyper Text Transport Protocol) multi-level automatic authentication data migration method and system based on multi-task scheduling, the method realizes automatic two-way synchronization between an HTTP data source and various target storage systems through a configuration mode, and comprises the following steps: constructing a nested authentication model supporting automatic refreshing of a dynamic token, abstracting a Token refresh protocol into a configurable HTTP interface for calling, and realizing secure update of an authentication state through atomic operation; establishing a multi-dimensional parallel response verification mechanism, performing intelligent judgment based on multi-condition combination of HTTP state codes, response headers and response body fields, and accurately extracting target data through a JSON path expression; a second-level time window scheduling strategy is adopted, and high-frequency data migration in a continuous pulling mode and a timing interval mode is achieved through a thread pool and a timer; through the recursive configuration design, the defects that a traditional tool is single in authentication mode and difficult to expand are overcome, and the efficiency and reliability of enterprise-level data integration are improved.
Owner:KARAMAY HONGYOU SOFTWARE

Portal authentication page intelligent detection method and device, equipment and medium

The invention discloses an intelligent detection method, device and equipment for a Portal authentication page and a medium, and relates to the technical field of Portal authentication, and the method comprises the steps: a relay device is connected to a target WiFi network, and then sequentially initiates an HTTP request to at least two reference detection URLs belonging to different service providers; analyzing an HTTP response state code of each request, and if the state code is a state code indicating redirection, judging that a Portal authentication page exists and extracting a jump address from a response head; if the status code is a successful status code but the response content is not matched with a preset successful identifier, analyzing the HTML content of the response, searching and extracting the URL indicated by the embedded jump instruction, and if the extraction is successful, judging that a Portal authentication page exists; and displaying the obtained Portal authentication page address to a user through a Web management interface of the relay equipment. According to the method, multi-source detection and multi-layer analysis are implemented on the relay equipment side, the detection compatibility and reliability are remarkably improved, and a unified network side interaction entrance is provided to ensure that a user can reliably complete authentication.
Owner:SHENZHEN GUANGLIANZHITONG TECH CO LTD

State synchronization method and device, electronic equipment and storage medium

The invention discloses a state synchronization method and device, electronic equipment and a storage medium, through the application, a sampling state code can be initialized based on vehicle identification information and vehicle information and unique identifier storage are associated, the state code change is detected in real time, and a sampling machine operation state table is updated to drive corresponding operation, so that the state synchronization efficiency is improved. The sampling process is propelled in sequence; a state rollback mechanism can be triggered when an abnormal state code is detected, a vehicle state and an acquisition mark are synchronously updated, sampling flow disorder or data association errors caused by abnormity are avoided, the problem of aggravated proportion deviation of a traditional device due to insufficient flow management and control is assisted to be improved, and the reliability of the device is improved. The technical effects of standardizing the sampling operation process, reducing the interference of abnormal working conditions on sampling, ensuring the stability of the sample reserving proportion of the coal sample and improving the comparability of the coal quality detection result are achieved.
Owner:INNER MONGOLIA HUANENG THERMOELECTRIC CO LTD WUHAI POWER PLANT

Traffic mirroring and automatic comparison verification method for back-end architecture migration

The invention discloses a traffic mirroring and automatic comparison verification method for back-end architecture migration, and the method comprises the steps: copying a real online request from a client at a traffic entrance, and forwarding the real online request to a first back-end system as a current network system and a second back-end system as a to-be-verified target system; according to the method, the two sets of systems execute the same request processing flow in parallel under the completely consistent real service flow and the upstream and downstream dependency condition, and meanwhile, the client only receives the response of the first back-end system, so that the verification process of the second back-end system is transparent to a user, and no extra risk is introduced; furthermore, status codes, response headers, response bodies and response time information of responses of the two systems are collected in a unified mode in the method, one-to-one pairing is carried out based on request association identifiers, processing results of all service requests in the new system and the old system can form comparable response pairs, and therefore an accurate corresponding relation is established for follow-up analysis.
Owner:ANHUI LASSET INTELLIGENT TECHNOLOGY CO LTD

A prison access control strategy management system

PendingCN122454663AMaster keyCondition Code
The present application relates to the technical field of key management, in particular to a prison access control strategy management system, the system comprises.The present application executes chain arrangement around the regional master key identification, the door area number, the shift state code, the time slice length, the task number and the control state bit, and uses a hash algorithm to press the door area, the shift, the time period, the task and the control state into a continuous node to generate a path, so that the key change no longer stays at the periodic rotation level, performs identity verification around the post type, the supervision level, the belonging prison area, the time interval, the task state and the emergency state flag, and uses an HKDF algorithm to write the door area number, the approval batch number and the task number into an access key symbol derivation path, so that the same subject forms mutually distinguished key symbol contents in different door areas, different approval batches and different task scenarios, the authorization voucher is synchronously bound with the door area, the task and the approval link, and cross-region reuse, cross-batch use and cross-task application are more strongly restricted.
Owner:ANHUI BOHUI ELECTRONIC TECH CO LTD

Low-overhead error detection circuit for Hamming distant-3 five-bit state code

When a state machine of the time sequence circuit is influenced by a single event upset (SEU) effect, a state code of the state machine is very easy to change, so that the state machine is in an invalid or error state and cannot be recovered, and the function of the time sequence circuit is failed. Aiming at a state machine based on Hamming distance-3 coding, the invention provides the low-overhead error detection circuit for the Hamming distance-3 five-bit state code, and the resource overhead in the error detection process is greatly reduced by simplifying the judgment logic of a detection unit.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Dual-carbon transaction service platform with transaction information accurate matching function

The invention provides a dual-carbon transaction service platform with a transaction information accurate matching function, and relates to the technical field of carbon transactions, and the dual-carbon transaction service platform comprises a sequentially nested verification chain formed by a token issuing unit, an area pre-detection unit, a time window response unit, a data interoperation unit, a manual verification unit and an electronic filing unit which run in sequence. The platform carries the mapping information by using the digital token, the category code corresponds to the carbon quota category, the aging state code is bound with the effective time period, and the regional feature code is associated with the regional emission factor data. During verification, region consistency is verified through an algorithm, period effectiveness is judged through system time, kernel exposure is triggered through a data matching rule, finally, an authenticator carries out visual comparison and applies digital marks, and whole-course data is recorded and evidence-stored through an electronic filing unit.
Owner:NINGBO ZHONGYI INVESTMENT CO LTD

Method and device for reporting downloading progress of equipment upgrade firmware package, medium and equipment

The invention discloses an equipment upgrading firmware package downloading progress reporting method and device, a medium and equipment, and relates to the technical field of smart home / smart home. When the device end receives a device upgrading instruction and the current running state of the device meets the upgrading execution condition, the preset downloading channel analyzes a firmware package uniform resource locator in the device upgrading instruction, the total data size of a firmware package is obtained from the resource server side based on the firmware package uniform resource locator, and the firmware package is upgraded according to the total data size. The preset downloading channel determines the downloading progress percentage according to the downloaded data size and the total data size, the preset downloading channel generates a standardized state reporting structure body according to the downloading progress percentage, the device identifier and a predefined state code, and the predefined state code is used for identifying the current upgrading stage of the device; the preset downloading channel sends the state reporting structural body to a platform server according to a preset interval; according to the method, the management and control efficiency and the operation reliability of the equipment upgrading task can be effectively improved.
Owner:HAIER YOUJIA INTELLIGENT TECH (BEIJING) CO LTD

Heterogeneous server out-of-band control system based on unified semantic abstraction

The invention provides a heterogeneous server out-of-band control system based on unified semantic abstraction, which comprises a protocol compatible device, the protocol compatible device is provided with a semantic abstraction module, and Redfish protocol requests of servers of different manufacturers are converted into a unified format and sent to a server control center; the server control center issues a Redfish request instruction to the protocol compatible device, and then the Redfish request instruction is converted into a Redfish protocol request of a specific server through the semantic abstraction module and sent to the specific server. Standardized operation interfaces (such as startup and shutdown, firmware upgrading and fan speed regulation) are provided for a multi-manufacturer and multi-generation server cluster and a server control center. And the system automatically and dynamically maps the request into an equivalent Redfish instruction of each manufacturer device, uniformly returns a value format and a state code, shields hardware difference, and realizes cross-platform non-inductive operation.
Owner:SUPCON TECH CO LTD

State code-based archive approval information state maintenance method, system, device and medium

PendingCN122262153AReduce approval timeShorten visual searchDatabase updatingVisual data miningInformation processingUnique identifier
The application discloses a state code-based archive examination information state maintenance method, system, device and medium, relates to the technical field of information processing, and comprises the following steps: receiving and analyzing a to-be-examined nurse archive request, extracting the field name and field value of the analyzed nurse archive data, and allocating a corresponding unique identifier; querying a corresponding historical nurse archive under a previous examination node event, comparing the historical field name-hash value mapping table of the historical nurse archive with a target field name-hash value mapping table field by field, and assigning a state code representing state change; generating and storing a multi-level visual identifier for information prompting in an examination interface; and in response to an examination node event of an examination process, and based on the unique identifier and the event type of the examination node event, updating and maintaining the state code of the to-be-examined nurse archive and the corresponding multi-level visual identifier. The application can clearly grasp archive changes and avoid redundant operations of expanding and viewing each column without changes.
Owner:SHANGHAI HUJIAJIA TECHNOLOGY CO LTD +1

Method and device for determining NPCA (Network Principal Component Analysis) configuration information in multi-access point cooperation, storage medium, electronic device and computer program product

Provided in an embodiment of the present application are a method and device for determining NPCA configuration information in multi-access point cooperation, a storage medium, an electronic device, and a computer program product, the method comprising: sending a first information frame to a first access point, the first information frame being used for requesting to establish a multi-access point cooperation protocol, the first information frame carries first configuration information of non-primary channel access NPCA of the second access point; and receiving a first response frame sent by the first access point, and obtaining second configuration information carried in the first response frame, the second configuration information at least comprising one of the following: NPCA configuration information of the first access point, NPCA configuration information recommended by the first access point, and a first status code. According to the method and the device, the problem that the NPCA working channels of the access points are not overlapped in a multi-access-point cooperation scene is solved.
Owner:ZTE CORP

A low-power high-reliability data verification circuit, method and nonvolatile memory

The present application belongs to the technical field of large-scale digital integrated circuit, and particularly relates to a low-power-consumption high-reliability data verification circuit, method and nonvolatile memory. The low-power-consumption high-reliability data verification circuit comprises a verification enable register, a data verification enable control circuit, a state digital logic detection circuit, a verification register and a verification circuit. The data verification enable control circuit is responsible for managing and triggering data verification operation under the control of the verification enable register. The state digital logic detection circuit is used for calculating and storing n-bit binary actual state code values of all nonvolatile memories to be verified according to a verification logic algorithm. The verification register is used for storing n-bit binary ideal state code values under the condition that the stored data of the nonvolatile memories to be verified are all correct. The verification circuit is used for verifying and comparing the actual state code values output by the state digital logic detection circuit with the ideal state code values stored in the verification register. The present application provides a low-power-consumption, small-area, low-cost and high-reliability solution for nonvolatile memory programming and state correctness verification.
Owner:58TH RES INST OF CETC

Data processing method and device, program product and storage medium

The invention provides a data processing method and device, a program product and a storage medium, the method comprises: receiving a first service request, the first service request comprising a read request and / or a write request, the read request being used for reading data of a first data block, and the write request being used for writing data into the first data block; obtaining a first state code of the first data block, wherein the first state code represents state information of the first data block; and determining a data processing strategy corresponding to the first service request according to the first state code and the first service request.
Owner:CHINA MOBILE (SUZHOU) SOFTWARE TECH CO LTD +1

A throttling method and related apparatus for limiting erroneous requests

The application discloses a flow limiting method for limiting error requests and a related device, relates to the technical field of software, and comprises the following steps: obtaining a target request to be forwarded by a front end; determining a current flow limiting heat of the target request by tracking a response status code and a request time of the target request, and performing a flow limiting operation on the target request according to the current flow limiting heat. The application identifies error types by tracking the response status code of the request, dynamically quantifies the flow limiting heat of the request in combination with the request time, and then triggers flow limiting according to the flow limiting heat, so that error requests can be accurately identified, the false limiting rate can be reduced, and the system stability can be improved.
Owner:BEIJING SOHU NEW MEDIA INFORMATION TECH

Authorization method and device based on service scene, equipment and medium

The invention relates to the technical field of financial service processing, discloses an authorization method, device and equipment based on a service scene and a medium, and is used for solving the problem that a large number of authorization service scenes exist in counter operation, so that the operation experience of website employees is influenced, and the service handling efficiency is influenced. Comprises: scene information of a service scene is received; the scene information comprises a transaction message of a pre-judged transaction and a universal domain; the universal domain comprises at least one group of authorization information array, and the authorization information array comprises a dynamic authorization condition code and an authorization-free scene code; according to pre-configured authorization-free configuration information and the at least one group of authorization information array, judging whether the service scene triggers dynamic authorization; if the dynamic authorization is triggered, sending a generated dynamic authorization code to the terminal equipment, so that the terminal equipment sends a transaction message of a main transaction carrying the dynamic authorization code; and verifying the validity of the dynamic authorization code, executing the business logic of the main transaction after the dynamic authorization code passes, obtaining a transaction result, and sending the transaction result to the terminal equipment.
Owner:CHINA CONSTRUCTION BANK +1

Roaming enhancements

Methods, apparatuses, and computer readable media for enhanced roaming, where an non-access point (AP) (non-AP) of a multi-link device (MLD) is configured to: encode, an ultra-high reliability (UHR) link reconfiguration request frame, for transmission to a current AP MLD, the UHR link reconfiguration request frame comprising a type field, the type field indicating seamless mobility domain basic service set transition (ST) preparation, and decode, an UHR link reconfiguration response frame, from the current AP MLD, the UHR link reconfiguration response frame comprising a type field and a seamless mobility domain (SMD) basic service set (BSS) Transition Parameters element, the type field indicating ST preparation, and the SMD BSS transition parameters element comprising a status code field, the status code field indicating success.
Owner:INTEL CORP

API calling monitoring method and device, computer equipment and storage medium

The invention discloses an API call monitoring method and device, computer equipment and a storage medium, and the method comprises the steps: adding a custom annotation to form a monitoring strategy; annotation information in the monitoring strategy is acquired; triggering an interceptor to capture HTTP request information and HTTP response information; obtaining parameter annotation configuration matched with the current HTTP request information; constructing an information log object; receiving HTTP response data returned by the external service; analyzing a service state code in the HTTP response data to obtain service state information; integrating the HTTP response information, the information log object and the service state information to form a complete log object; and asynchronously sending the complete log object to a log storage service to form stored log data. By implementing the method disclosed by the invention, non-intrusive API call monitoring with flexible configuration, deep monitoring and efficient performance can be realized, and the method has important practical application value and wide application prospect.
Owner:SHENZHEN DAMO DAZHI CONTROL TECH CO LTD

Link control method, and its device, equipment, and storage medium

An embodiment of the present application provides a link control method, and an apparatus, a device, and a storage medium thereof, the method including: an access point multilink device (AP MLD) receiving a first frame transmitted from a first non-access point station (Non-AP STA) belonging to a first non-access point multilink device (Non-AP MLD) via a first access point AP belonging to the AP MLD; and if a first address of at least one second Non-AP STA among the Non-AP STAs belonging to the first Non-AP MLD satisfies a first condition and / or a second condition, the AP MLD transmitting a first status code, the first frame being used to request association and / or re-association and / or multilink reconfiguration, the first condition being related to at least one third Non-AP STA among the Non-AP STAs belonging to the second Non-AP MLD that has already associated with the AP MLD; and the second condition being related to at least one third Non-AP STA among the Non-AP STAs belonging to the second Non-AP MLD that has already associated with the AP MLD. In relation to a fourth non-AP STA already associated with a second AP belonging to the MLD, the first status code is used to reject an association request and / or a re-association request and / or a multilink reconfiguration request.
Owner:GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP LTD

Traffic anomaly detection method and device, readable storage medium, program product

The application discloses a traffic anomaly detection method and device, a readable storage medium and a program product. Traffic data corresponding to each access request of a target website is obtained. Key network information in the traffic data of each access request is encoded respectively to obtain encoded features corresponding to each access request. The key network information includes an IP address, an access time, a URL, request header information and a response status code of the access request. Graphs constructed by the encoded features are respectively input into a graph neural network model for classification. The graph neural network model is trained by taking graphs constructed by encoded features corresponding to traffic data of historical access requests as samples and taking state types corresponding to the traffic data as labels. The state types include anomaly and normal. The graphs take the encoded features corresponding to the traffic data of each access request as nodes and take correlations between the nodes as edges. Based on a classification result output by the graph neural network model, abnormal traffic of the target website is detected.
Owner:CHINA MOBILE GROUP SHANDONG +1

Equipment management method and device for cluster system

The invention relates to the technical field of wireless communication, and provides an equipment management method and device of a cluster system. A unique identifier of a terminal is configured and synchronized to a base station; the terminal obtains the unique identifier and the status code from the local after being started up, and reports the unique identifier and the status code to the base station; the base station performs matching locally by using the unique identifier to obtain a pre-configuration code; comparing the pre-configuration code with the state code so as to complete identity verification when the equipment health degree is consistent with the activation state information; the base station verifies an equipment firmware version and a core communication module parameter of the terminal; and the terminal which completes identity verification and passes the verification completes access authentication. According to the invention, the problem that the security and the real-time performance are unbalanced in the equipment access authentication of the terminal in the prior art is solved.
Owner:CHONGQING YUXIN MICRO INFORMATION TECH CO LTD

Intelligent test method and device, equipment and storage medium

The invention relates to the technical field of testing, and discloses an intelligent testing method and device, equipment and a storage medium, and the method comprises the steps: obtaining test case metadata, and analyzing the test case metadata to obtain an analysis result; extracting mark information of the analysis result, and obtaining a detection strategy according to a keyword of the mark information; obtaining the type of the probing strategy, obtaining a state code based on the type of the probing strategy, and determining the health state of the test case metadata according to the state code; according to the health state, a processing strategy of the test case metadata is determined, corresponding processing is conducted on the test case metadata according to the processing strategy, and the processing strategy includes testing the test case metadata or storing the test case metadata to an abnormal service set. The method can be applied to processing of financial insurance business data or medical data, invalid test execution can be reduced, unnecessary failures of test tasks are avoided, and the test efficiency of the test tasks is improved.
Owner:KANG JIAN INFORMATION TECH (SHENZHEN) CO LTD

Multi-protocol adaptive identification and matching method for universal equipment motion controller

The invention provides a multi-protocol adaptive identification and matching method for a universal equipment motion controller, and relates to the technical field of automatic control. The method comprises the following steps: performing online clustering processing on a hybrid network data stream received by a communication interface of a motion controller, and dividing the hybrid network data stream into a plurality of independent protocol data subsets; establishing an initial protocol state transfer graph based on the command-response sequential relationship and the state code transfer relationship of the data packets in each protocol data subset; a graph neural network model fusing sub-graph structure perception constraint is adopted to carry out topology completion on the graph, and a hypothetical protocol behavior model is generated; a digital twinborn exploration environment is constructed, a reinforcement learning agent taking a session establishment success rate as a reward function is established, a stable communication strategy is obtained through an interactive game, and a security verification sub-strategy is applied to real source equipment to perform protocol matching verification, so that real-time accurate identification and matching of equipment communication in a multi-protocol environment are realized, and the communication efficiency is improved. And the communication stability and the adaptive capability of the motion controller are obviously improved.
Owner:JIANGSU LINDA INTELLIGENT MANUFACTURING TECHNOLOGY CO LTD +1

Cross-platform heterogeneous data dynamic rendering and collecting method and system

The invention discloses a cross-platform heterogeneous data dynamic rendering collection method and system, and relates to the field of cross-platform heterogeneous data rendering collection, and the method comprises the steps: obtaining heterogeneous data sources of different platforms through a multi-source adapter; generating a data classification label based on the integrated learning model; dynamically selecting a standardized converter to generate an intermediate data format according to the classification labels; a logic check matrix is constructed for staged check; matching a rendering strategy according to the check state code and outputting a data stream; calculating a similarity index of the data stream and the abnormal mode knowledge base in real time to trigger security rendering, and updating the abnormal mode knowledge base and a verification rule set of the logic verification matrix; according to the method, conversion errors caused by data format misjudgment can be effectively avoided, the reliability and adaptation efficiency of cross-platform data rendering are ensured, and the rendering failure rate is reduced.
Owner:徐勇

Tree dynamic coding method and system based on high-precision positioning and visual analysis

The application discloses a tree dynamic coding method and system based on high-precision positioning and visual analysis. The method comprises the following steps: acquiring pose data and images; calculating the geographic coordinates of the tree; preprocessing the images; extracting the tree body features and the environment reference features, and establishing the corresponding relationship between the two; determining whether the tree is an existing coded tree based on the geographic coordinates of the tree, the tree body features and the environment reference features; if not, generating the identity code of the tree, wherein the identity code of the tree comprises a basic code and a dynamic extension code; the basic code comprises the encoding corresponding to the geographic coordinates and a serial number; the dynamic extension code comprises a state code for representing the current operation and maintenance state of the tree and a version code for recording the update number of the robust template. By implementing the method of the application, the stable, unique and traceable digital identity of a single tree in the whole life cycle can be established, and the shortcomings of the prior art in reliability, uniqueness and long-term continuity can be overcome.
Owner:WINTOO INFORMATION TECHNOLOGY (HANGZHOU) CO LTD

Fully mechanized coal mining face sensor fault detection method, device and equipment and storage medium

The invention provides a fully mechanized coal mining face sensor fault detection method and device, electronic equipment and a storage medium, and the method comprises the steps: carrying out the state detection of a sensor connected with a controller through the controller, and generating a state code according to a state detection result; the state code is converted into a data quality stamp through an upper computer in communication connection with the controller, the proportion of the number of the data quality stamps which are non-high-quality stamps in the optimal time window to the total number of the data quality stamps in the optimal time window is counted, and if the proportion exceeds a proportion threshold value, it is judged that the corresponding sensor breaks down; wherein the optimal time window and the proportion threshold value are obtained based on historical sensor fault sample data training, the data size needing to be transmitted is reduced, and the problems that in the prior art, data transmission delay is high, and real-time performance is poor are solved; the defects of high false alarm rate and insufficient accuracy caused by data fluctuation of a traditional threshold value method are overcome; on the premise that a complex model is not needed, the optimal balance between the fault detection accuracy and the calculation real-time performance is achieved.
Owner:BEIJING TIANMA INTELLIGENT CONTROL TECHNOLOGY CO LTD +1

Motor temperature prediction and test scheduling method and system based on reinforcement learning

The invention relates to the technical field of motor testing, and discloses a motor temperature prediction and test scheduling method and system based on reinforcement learning. According to the method, a lumped parameter thermal network model and a reinforcement learning model run in parallel, and a physical mechanism prediction temperature and a data driving prediction temperature are synchronously output; and comparing the deviation between the two predicted temperatures and the actual measurement temperature of the motor through a consistency verification module, and performing real-time diagnosis and generating a system health state code. The state code and the motor operation parameters jointly form the state input of the reinforcement learning model, and the reinforcement learning model is guided to make an intelligent decision between a conventional test and an exploratory diagnosis action. When the specific state code is triggered, the system can also start an online adaptive calibration mechanism to perform parameter identification on a physical model or perform online fine adjustment on a reinforcement learning model. By constructing a closed loop of prediction, diagnosis, decision and calibration, intelligent scheduling and adaptive optimization of the test process are realized, and the test efficiency, the safety and the diagnosis capability are improved.
Owner:NANJING TESTECH TECH