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28results about How to "Good inheritance" patented technology

Dual-prevention intelligent interaction system based on large language model

The invention discloses a dual-prevention intelligent interaction system based on a large language model, and belongs to the technical field of artificial intelligence. The system comprises a big language base model, a knowledge base management module, an agent module, a multi-modal big model and an evaluation module, and the big language base model understands user intentions and processes natural language tasks and provides token processing capacity for other modules; the knowledge base management module is used for classified storage and management of professional knowledge, establishing indexes according to semantics and finally performing localized storage; the intelligent agent module is used for analyzing input of a user, and different workflows are packaged in different intelligent agents so as to provide personalized services for the user; the multi-modal large model module receives voice input by a user, converts the voice into characters, transmits description of information to the Agent, generates answers by analyzing semantics, converts the characters into the voice and sends the voice to the user; the evaluation module establishes an evaluation index system from the four aspects of accuracy, answer correlation, context correlation and context recall rate.
Owner:兰州兰石爱特互联科技有限公司

Online knowledge base platform and business model for ensuring knowledge content quality and contributor rights and interests

The invention discloses an online knowledge base platform for ensuring knowledge content quality and contributor rights and interests and a business model of the online knowledge base platform, and relates to the field of online knowledge bases. The platform integrates block chains, data encryption and artificial intelligence technologies, and aims to improve the quality of knowledge content and protect the rights and interests of contributors. The platform mainly comprises a block chain system, a data encryption system, an artificial intelligence system, a member management system, an auditor evaluation system, a knowledge content collection system, a knowledge content auditing system, an incentive management system, a template management system, a fund management system, a suggestion supervision system, a point transaction system, an advertisement management system and the like. Through a decentralized knowledge management mechanism, a contributor auditing and evaluating mechanism, a knowledge content providing and auditing mechanism and a contributor right protection mechanism, high quality of knowledge base content and fair reward of contributors are ensured, and sharing and communication of knowledge are promoted.
Owner:SHANGHAI JINXILAI SOFTWARE TECH CO LTD

Wooden structure building information classification coding and data automatic identification mapping system and method

The invention discloses a wood structure building information classification coding and data automatic identification mapping system and method, and the method comprises the steps: 1, creating a traditional wood structure building component-level model, and building a traditional wood structure building database; 2, performing overall view projection on the traditional wood structure building component-level model, matching the model with a traditional wood structure building database, and outputting a regulation code so as to screen corresponding data; 3, picking up the split components, performing isolated view projection, performing feature fuzzy matching with the simplified data pool, screening and defining the components, and outputting identification codes; 4, the traditional wood structure building is subjected to space division and tagging, and positioning codes of the components are generated; 5, the code segments are called according to purposes to be combined, and component codes are formed; and 6, integrating component parameters to carry out attribute addition and mapping, and endowing construction codes. The invention relates to the technical field of historic building information management, and can solve the technical problems in traditional wooden structure building information management in the prior art.
Owner:CHINA CONSTR EIGHTH BUREAU CULTURAL TOURISM EXPO INVESTMENT & DEV CO LTD

LLM-based operation and maintenance knowledge intelligent question and answer method and system

The invention discloses an LLM-based intelligent question and answer method and system for operation and maintenance knowledge, relates to the technical field of artificial intelligence, and provides an efficient knowledge management and update mechanism which can continuously absorb latest operation and maintenance knowledge and technical practice, and operation and maintenance personnel can upload new knowledge documents to the system through a data entry unit, so that the operation and maintenance knowledge can be quickly and conveniently answered. After verification of the data checking unit, the knowledge can be automatically partitioned and vectorized and supplemented into the knowledge base, the mechanism not only ensures timeliness and accuracy of the knowledge base, but also promotes accumulation and inheritance of the knowledge, new operation and maintenance personnel can quickly obtain necessary knowledge and skills through the system, and the operation and maintenance efficiency is improved. In addition, the system also supports the processing of multi-round dialogues and context relevance problems, so that the solution of complex problems is smoother and more efficient.
Owner:CHINA DATACOM CORP LTD

Archaized wood component processing system and method based on BIM (Building Information Modeling) technology

The invention relates to the technical field of ancient building construction, in particular to an antique wood component processing system and method based on a BIM technology. In order to solve the problems of large error, high cost, long construction period and the like of manually processed wood components in the prior art, a building model establishment module is arranged for establishing a building information model required by a user, a wood component parameterization module is used for generating a wood component digital model, and a processing technology matching module is used for generating a processing technology scheme; the machining process simulation module is used for conducting machining simulation and optimization on wood components, the numerical control machining control module is used for conducting actual machining on the wood components according to virtual simulation results, and the virtual assembly module is used for conducting virtual assembly inspection on the wood components. And the processing optimization feedback module is used for judging an optimization target of the wood component and feeding back the optimization target to the processing technology simulation module. Through mutual cooperation of the modules, powerful technical support is provided for protection, repair and innovation of the pseudo-classic architecture.
Owner:SHANXI FIRST CONSTR GROUP

Computer application system and generation method for rapid construction of knowledge model

ActiveCN119248252Bgood inheritanceGraphicalKnowledge representationModel driven code
The present invention relates to the technical field of computer software for building knowledge models, and in particular to a computer application system and a generation method for quickly building and generating knowledge models, the method comprising: for objects corresponding to objects in the real world, using a metamodel as a member to build a first model, then using the first model as a member to build a second model, and then using the second model as a member to build a third model, and so on, until an object model is obtained; for object models corresponding to different selected objects, setting the model relationships of the members therein through a graphic editor, and marking the model relationships with knowledge tags to form a knowledge graph, the knowledge tags contain logic scripts that can be called to complete calculations and controls; defining process components in the form of blocks, using the process components as components of the object model, and generating a knowledge model that reflects the real world. The system comprises a model composition definition module, a model relationship definition module, and a model behavior definition module.
Owner:SHENZHEN ANGUAN TECH CO LTD

A HPLC detection method for Dashanzhao pills, fingerprint spectrum of Dashanzhao pills and application thereof

The present invention relates to the field of drug analysis technology, and specifically to a Da Shanzhao Pill HPLC detection method, Da Shanzhao Pill fingerprint and application; the detection method includes Da Shanzhao Pill fingerprint and main index component quantitative method. A systematic investigation was conducted on different extraction methods, extraction time, extraction solvent, and extraction volume of samples to screen out the optimal extraction conditions; and the measurement data was systematically analyzed using chemometric tools. The results of the method are reliable and highly accurate, and can reflect the overall quality of commercially available Da Shanzhao Pills; the method can effectively monitor the quality status of Da Shanzhao Pills, and provide a scientific evaluation strategy for the control of the quality consistency and effectiveness of the preparation.
Owner:LANZHOU FOOD & DRUG INSPECTION & TESTING INST

Aromatic Chinese herbal medicine composition for relieving female climacteric insomnia as well as preparation method and application of aromatic Chinese herbal medicine composition

The invention discloses an aromatic Chinese herbal medicine composition for relieving female climacteric insomnia and a preparation method and application thereof. The aromatic Chinese herbal medicine composition consists of albizia flower, lavender, rose, rhizoma atractylodis, white chrysanthemum, wormwood, angelica sinensis, ligusticum wallichii, cinnamon and rhizoma acori graminei. Ten aromatic Chinese herbal medicines are selected according to influence factors and symptoms of insomnia of climacteric women, insomnia is improved by adopting aromatherapy, the potential of multiple Chinese herbal medicine aromatherapy as a natural therapy for relieving insomnia symptoms is highlighted, and non-invasive and convenient multiple aromatic Chinese herbal medicine inhalation therapy has excellent tolerance. The application range of aromatic Chinese herbal medicine and aromatherapy is expanded, and understanding and application of the traditional Chinese medicine principle in modern medical practice are promoted.
Owner:MACAO POLYTECHNIC INST

Mechanical arm for pyrography

The utility model discloses a pyrograph mechanical arm, which relates to the field of pyrograph equipment, and comprises a base, a mounting seat, a large arm assembly, a small arm assembly and a mechanical claw assembly, and the mounting seat is arranged on the base and can rotate around an axis extending along the vertical direction relative to the base; the large arm assembly is arranged on the upper mounting side of the mounting base and comprises a first large arm, a second large arm, a first driving part and a second driving part, the first large arm and the second large arm are distributed at intervals in the first direction and connected, the first driving part is in driving connection with the first large arm, and the second driving part is in driving connection with the second large arm; the small arm assembly comprises a first small arm and a second small arm, the first small arm is connected with the first large arm, and the second small arm is connected with the second large arm; the mechanical claw assembly is provided with an electric soldering pen and is in threaded connection with the small arm assembly; therefore, the pyrography mechanical arm has three degrees of freedom, can control the electric pyrography pen to perform pyrography operation, is high in operability and flexibility, greatly improves the pyrography efficiency, and is suitable for pyrography non-perpetual culture teaching.
Owner:CHINA UNIV OF GEOSCIENCES (WUHAN)

A method and system for constructing a knowledge base for brain disease nursing

The present invention relates to the technical field of database construction, and in particular to a method and system for constructing a knowledge base for brain disease nursing. The method comprises the following steps: acquiring multi-source brain disease data; performing structured data screening on the multi-source brain disease data to generate structured brain disease data and unstructured brain disease data; performing multi-modal data structured stratification on the unstructured brain disease data to generate multi-modal structured stratified data; performing data preprocessing on the multi-modal structured stratified data and the structured brain disease data to generate a standard structured brain disease data set; performing context analysis on the standard structured brain disease data set to generate a semantic vector set of brain disease information; performing redundant relationship pruning processing on the semantic vector set of brain disease information to generate spatial semantic optimized data. The present invention improves the construction quality and practicality of the brain disease nursing knowledge base by integrating multi-source data, structured and unstructured information, real-time dynamic mapping of nursing needs and system feedback evaluation.
Owner:XIAN TRADITIONAL CHINESE MEDICINE ENCEPHALOPATHY HOSPITAL CO LTD

System and method for designing cultural and creative products of cultural and blog units based on artificial intelligence

The invention discloses a system and a method for designing cultural relic and creative products of a cultural relic unit based on artificial intelligence, and the system comprises a login module, a user interface module, an input processing module, a cultural relic database module, a selection module, a generation module, a suggestion module and a storage management module. The system can effectively support the whole cultural and creative product design process from conception to implementation of the user, can enable the user to design by himself / herself to select personal requirements, can improve the interaction and experience of the user, and improves the satisfaction of the user.
Owner:ZHENGZHOU FENGJIA TECH CO LTD

A method for classifying traditional Chinese medicine syndromes and a database system thereof

ActiveCN117807534BEstablish objective subtypesgood inheritance
The application discloses a TCM syndrome attribution classification method and a database system thereof. The classification method adopts an unsupervised K-Means calculation model, collects and screens a symptom / physical sign data set of a certain disease and a corresponding treatment traditional Chinese medicine data set of a MySQL database, represents symptom / physical sign information in a vector form, reclassifies diseases into different subtypes based on association implied by a hierarchical rule of MeSH, and classifies diseases into different subtypes through an unsupervised clustering algorithm. Furthermore, the database system is established based on the above method. The application can be used for mining all symptoms and physical signs of patients in clinical literature research, objectively classifying patients, scientifically analyzing syndrome classification of the disease, mining unknown syndrome types and medication rules of traditional Chinese medicine treatment, and providing a new way and method for research and dataization in the field of traditional Chinese medicine.
Owner:SHANDONG UNIV OF TRADITIONAL CHINESE MEDICINE

Navel hot-compress weight-losing refined traditional Chinese medicine powder

The invention discloses navel hot-compress weight-losing refined traditional Chinese medicine powder, which belongs to the technical field of traditional Chinese medicine preparation, adopts pure natural herbaceous plant raw materials, avoids side effects of chemical medicines, ensures use safety and mildness, promotes abdominal blood circulation and metabolism through navel hot compress, improves lipolysis efficiency, reduces weight loss, and improves weight loss. The traditional Chinese medicine components can be transdermally absorbed through skin, adjust in-vivo balance and improve obese constitution, stimulation of oral medicines to digestive systems is avoided, operation is simple, persistence is easy, complex procedures are not needed, the preparation process is standardized and normalized, safety and effectiveness of the product are guaranteed, in addition, the product can condition the body and solve related problems of weight management, and the product is worthy of popularization and application. A comprehensive health management scheme is provided, traditional and modern advantages are combined, the requirement of the market for natural therapy is met, the market competitiveness is enhanced, meanwhile, the application value of traditional Chinese herbal medicines in the field of medical health in the modern society is improved, and inheritance and development of traditional medicine are promoted.
Owner:张译文

Knowledge graph embedding method and system for intelligent knowledge recommendation

PendingCN119537611ARealize personalized and precise recommendationImprove completenessBiological modelsKnowledge representationKnowledge graphData mining
The invention discloses a knowledge graph embedding method and system for intelligent knowledge recommendation. A complex intelligent knowledge recommendation framework is built based on knowledge graph embedding and deep reinforcement learning technologies; on the basis of the built complex knowledge intelligent recommendation framework, a complex knowledge graph model is built in combination with complex knowledge characteristics; a TransEx knowledge graph embedding method is constructed by fusing an attention mechanism and a complex value embedding technology, entity nodes and relationships in a knowledge graph are converted into a vector sequence, and the structure and semantic relationships of the graph are reserved.
Owner:XI AN JIAOTONG UNIV

Traditional Chinese medicine bowel relaxing suppository

The invention discloses a traditional Chinese medicine bowel relaxing suppository, belongs to the technical field of biological pharmacy, and ensures the safety and obvious curative effect of the product through scientific preparation. The composition combines a nourishing and intestine moistening mixture and a modern preparation technology, and can quickly relieve constipation and adjust intestinal functions. Compared with oral administration and rectal administration, the suppository provided by the invention is more convenient to use, can be directly brought into the anus, and avoids complex operation and discomfort. In addition, the traditional Chinese medicine composition is helpful for preventing complications such as anal fissure and haemorrhoids possibly caused by long-term constipation, and the living quality of patients is The traditional Chinese medicine theory is inherited and developed, the modernization process of traditional Chinese medicine is promoted, and a new example is provided for internationalized development. Meanwhile, the traditional Chinese medicine composition has high market potential and social value, the cognition of the public on traditional Chinese medicine can be improved, healthy industry development is promoted, and contribution is made to reasonable allocation of social medical resources.
Owner:THE THIRD AFFILIATED HOSPITAL OF LIAONING UNIVERSITY OF TRADITIONAL CHINESE MEDICINE (LIAONING PROVINCIAL ANORECTAL HOSPITAL)

Chopsticks for learning and game training and auxiliary tool thereof

This utility model discloses a set of chopsticks for learning and game training, and its auxiliary tools. The chopsticks include a fixed chopstick and a movable chopstick. The rear end of the fixed chopstick is fixed between the user's thumb and forefinger, and the front end of the fixed chopstick rests against the concave part of the first joint of the ring finger. The movable chopstick has a stop protrusion about 1 / 3 of its rear end. The lower edge of the stop protrusion includes a slanted clamping part, which is pressed by the user's thumb to form a pivot for the movable chopstick to rotate relative to the fixed chopstick. The user can operate the movable chopstick by pressing it with their index and middle fingers. This design guides the user to master the correct chopstick grip and force application. The auxiliary tool includes several rings of varying sizes, which can help users understand, learn, and inherit chopstick culture in an entertaining way.
Owner:吴增荣

A centrifugal pump self-priming device

The invention discloses a self-priming device for a centrifugal pump, comprising a self-priming device and a centrifugal pump. The self-priming device comprises an inlet section, an outlet section, a water return pipe and a nozzle. The inlet section is in an S-tube shape, the upper end of the inlet section is connected to a water inlet pipeline, and the lower end is connected to the inlet of the centrifugal pump. A nozzle is arranged inside the inlet section, and the outlet of the nozzle points to the inlet of the centrifugal pump. An interface for connecting to the water return pipe is arranged outside the inlet section. The outlet section is in a straight tube shape, and the outlet section is located above the centrifugal pump, the upper end of the outlet section is connected to the water outlet pipeline, and the lower end is connected to the outlet of the centrifugal pump. An interface for connecting to the water return pipe is arranged outside the outlet section, and the inlet section and the outlet section are connected through the water return pipe. The invention enables an ordinary centrifugal pump to have a self-priming function by adding a self-priming device to the ordinary centrifugal pump. The pump only needs to be primed before the first start-up, and the pump is easy to install and can be used immediately after being turned on. After normal operation, the reflux valve is closed. Since the main pump is a centrifugal pump, the operation efficiency is high, the structure is simple, the processing is easy, and the use is convenient.
Owner:JIANGSU UNIV ZHENJIANG RES INST OF FLUID ENG EQUIP TECH +2

AI-based weekly report processing method, apparatus and device, and medium

The invention provides an AI-based weekly report processing method and device, equipment and a medium, and the method comprises the steps: responding to a first triggering operation, and displaying a first input control in a target document; the user determines creation requirements through selection operation and provides input content through input operation; and after the input content is confirmed, generating corresponding first target content by utilizing the AI, and inserting the first target content into the target document after the user confirms the first target content. The weekly report processing efficiency can be improved.
Owner:CHINA LIFE INSURANCE CO LTD SHANGHAI DATA CENT

Intelligent initial and final input method for improving typing efficiency

The invention provides an intelligent input method for improving typing efficiency through initial and final consonants, and belongs to the technical field of computers. The user original input module is used for receiving letter information input by a user through an original pinyin 9-key or 26-key keyboard; the initial and final recommendation engine is connected with the user original input module and used for recommending a corresponding initial and final list according to the received letter information, the input habit of the user and a recommendation algorithm; the user interface management module is connected with the initial and final recommendation engine and is used for displaying a recommended initial and final list and processing initial and final selection of a user; by intelligently recommending the initial and final consonants, on the basis of almost not changing the original pinyin typing habit of the user, the manual operation frequency of the user in the input process is reduced, and particularly, fast and accurate input can be achieved for characters with long pinyin, words and sentences composed of the characters with long pinyin and high-frequency common words and sentences.
Owner:TIANJIN YIBO YISHANG INFORMATION TECH CO LTD

A feed positioning and blank drawing machine

The present application relates to a kind of feeding positioning blank-drawing machine, belong to ceramic blank-drawing technical field.It includes: pulling mechanism, blank-drawing mechanism, lifting mechanism, power transmission mechanism, shell, control panel, support mechanism and connecting mechanism;Shell is the shell structure, pulling mechanism, lifting mechanism, power transmission mechanism, support mechanism and connecting mechanism are all arranged in the shell interior, blank-drawing mechanism is arranged at the top of shell, control panel is arranged on the side wall of shell, connecting mechanism is connected with pulling mechanism, the inner wall of top of shell and power transmission mechanism, the above and below of pulling mechanism correspondingly set blank-drawing mechanism and lifting mechanism, control panel is connected with pulling mechanism, lifting mechanism and power transmission mechanism by wire.The present application can help beginner to determine the center of body, can continuously come out mud, facilitate beginner operation, strengthen the stability of body, enhance the degree of control of body in the process of pulling embryo for beginner, further improve blank-drawing efficiency, enhance self-confidence.
Owner:WUHAN INST OF TECH

Non-residual element feature extraction method based on knowledge graph

The invention relates to the technical field of data processing, and provides a non-residual element feature extraction method based on a knowledge graph. The method comprises the following steps: defining interface arrangement parameters; verifying the interface arrangement parameters, and developing an interface arrangement management system based on the interface arrangement parameters after verification is passed; determining a to-be-accessed system, and acquiring a multi-source non-residual element set through interface arrangement management system integration; initializing a non-residual element knowledge graph, identifying a multi-source non-residual element set, and obtaining key non-residual elements; carrying out multi-scale feature extraction on the key non-residual elements, and outputting multi-scale fusion non-residual elements; and fusing the multi-scale fused non-residual elements, and outputting a non-residual element extraction result, so as to solve the technical problems of low non-residual element feature recognition accuracy and poor feature fusion effect caused by high interface arrangement complexity and difficulty in coping with the complexity and isomerism of multi-source data in the existing non-residual element feature extraction process.
Owner:SICHUAN TOURISM UNIV

Gravity dam economic section automatic design method and system based on intelligent optimization algorithm

The invention is suitable for the field of hydraulic structure design of water conservancy and hydropower engineering, and provides a gravity dam economic section automatic design method and system based on an intelligent optimization algorithm, and the method comprises the steps: inputting design parameters, and initializing an algorithm population; performing stability calculation and constraint verification on each candidate section in the population; the candidate sections are evaluated through a preset fitness function, the function applies a great penalty value to the sections which do not meet the stability constraint, and the volumes of the sections which meet the constraint are directly used as fitness values; the population is iteratively evolved by using an intelligent optimization algorithm, and individuals with better fitness values are continuously screened out; and finally outputting an economic section which meets all safety constraints and has the minimum concrete volume. According to the method, a complex constrained engineering optimization problem is converted into an unconstrained optimization problem, automation and intellectualization of gravity dam section design are achieved, the design efficiency is greatly improved, and the engineering amount of a dam body can be remarkably reduced on the premise that safety is guaranteed.
Owner:CHINA WATER RESOURCES BEIFANG INVESTIGATION DESIGN & RES CO LTD

A Tai Chi mandarin duck hot pot

The invention discloses a novel Tai Chi mandarin duck hot pot, the pot base cover of which is an annular structure with a hollow interior; the spherical pot body of the hot pot is arranged on the pot base cover, and the pot base cover is provided with a natural gas stove for heating the spherical pot body below the spherical pot body, and an S-shaped partition plate divides the space of the spherical pot body into a positive pot and a negative pot, and the positive pot and the negative pot are both provided with a spice hole tube as the Tai Chi two-way, and an annular cooling platform is provided at the bottom of the annular furnace body, and a cooling water tank for storing water is provided on the annular cooling platform. The advantages are: the contact area between the spherical pot body and the flame is large, the heat of the flame is fully absorbed, the loss of gas is reduced, and energy saving and environmental protection are achieved; each unique component not only plays a corresponding function but also takes into account each key element in the story of Nezha's troubles in the sea, which is conducive to cultural inheritance; the structure is scientific, the design is reasonable, and it can be integrated with the natural gas stove, the open flame is hidden, and the wind direction has little influence.
Owner:CHONGQING CHENTANGGUAN TECH GRP CO LTD

A standard section detection system and method for early pregnancy fetal congenital heart disease

The present application proposes a system and method for detecting standard sections of fetal congenital heart disease in early pregnancy, which relates to the field of medical image processing technology. The system includes a semantic segmentation model, an ultrasound plane classification module, a blood flow classification module, a co-occurrence knowledge graph module, an expert knowledge scoring module and a standard section classification module. Among them, the semantic segmentation model locates key anatomical structures; the ultrasound plane classification module and the blood flow classification module classify sections and blood flows respectively; the co-occurrence knowledge graph module determines the symbiotic relationship of anatomical structures; the expert knowledge scoring module outputs scores in combination with preset rules; the standard section classification module integrates the results of each module to obtain the first classification result of the standard section, and obtains the second classification result in combination with the expert score. This scheme can realize automatic and accurate detection of standard sections of fetal congenital heart disease in early pregnancy by combining technologies such as semantic segmentation, ultrasound plane classification, blood flow classification, co-occurrence knowledge graph and expert knowledge scoring.
Owner:THE FIRST PEOPLES HOSPITAL OF FOSHAN

Mural figure image generation method and system, computer equipment and storage medium

The invention discloses a mural figure image generation method and system, computer equipment and a storage medium, and the method comprises the steps: constructing a mural image data set and a corpus, the corpus comprising a color feature corpus and a detail element corpus; preprocessing the wall painting image data set to obtain a plurality of image data sets for different aspects of the image; designing a mural figure image generation model based on multi-constraint LoRA; according to one type of image data set and a corresponding corpus, training a wall painting figure image generation model to obtain a trained model; and inputting the cue word and the real face image into the trained model to generate a mural figure image. According to the method, the mural figure image generation model based on the multi-constraint LoRA is introduced to guide the network model to fully learn the color, the line and the background pattern of the mural, so that the figure image with a better effect and higher quality in the mural style is generated.
Owner:SOUTH CHINA UNIV OF TECH

Debugging method and device for air volume balance of pellet solid-solid heat exchange dust removal system

The invention relates to a method and device for debugging air volume balance of a pellet solid-solid heat exchange dust removal system, and belongs to the technical field of industrial ventilation and dust removal. S2, measuring the air volume of a reference tuyere; s3, the resistance of the main guide pipeline is adjusted; s4, performing equal-ratio imbalance correction on the branch pipelines; and S5, iterative fine tuning and verification are carried out. According to the method, calibration of the leading pipeline and the equal-ratio imbalance algorithm are organically combined, a complete, efficient and accurate air volume balance debugging solution is formed, and many defects in the prior art are effectively overcome.
Owner:SICHUAN CHUANGUO ENVIRONMENTAL PROTECTION ENG

Multi-objective optimized train driving parking control method

The invention discloses a multi-objective optimization train driving parking control method, which comprises the following steps of: performing preprocessing based on train real-time operation data to obtain time sequence data; the time sequence data comprises a time sequence state, control instruction data and operation environment data of the train; calculating resultant force according to the time sequence data, establishing a dynamic model, and setting constraint conditions and evaluation indexes; the kinetic model comprises a control curve and a constant, and the evaluation indexes comprise an accurate parking constraint index, an energy consumption index and a stability index; setting an objective function according to the evaluation indexes, optimizing the objective function by using a multi-objective optimization algorithm based on improved NSGA-II, and obtaining an elite individual (an optimal speed control scheme under multi-objective tradeoff); and judging whether the elite individuals meet expectation or not according to the constraint conditions and the evaluation indexes, if so, outputting a planning control curve to the elite individuals, and otherwise, adjusting the control instruction data to update the elite individuals. According to the invention, the parking precision and the system stability of the train in a complex environment are improved.
Owner:CENT SOUTH UNIV +3