BR112023003442A2 - Método de controle de trem, dispositivo de computador, e, mídia de armazenamento legível por computador - Google Patents

Método de controle de trem, dispositivo de computador, e, mídia de armazenamento legível por computador

Info

Publication number
BR112023003442A2
BR112023003442A2 BR112023003442A BR112023003442A BR112023003442A2 BR 112023003442 A2 BR112023003442 A2 BR 112023003442A2 BR 112023003442 A BR112023003442 A BR 112023003442A BR 112023003442 A BR112023003442 A BR 112023003442A BR 112023003442 A2 BR112023003442 A2 BR 112023003442A2
Authority
BR
Brazil
Prior art keywords
train
control
control method
train control
control level
Prior art date
Application number
BR112023003442A
Other languages
English (en)
Inventor
Yan Hang
Zhuo Kaikuo
Liu Weihua
Original Assignee
Byd Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Byd Co Ltd filed Critical Byd Co Ltd
Publication of BR112023003442A2 publication Critical patent/BR112023003442A2/pt

Links

Classifications

    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B61—RAILWAYS
    • B61L—GUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L15/00—Indicators provided on the vehicle or train for signalling purposes
    • B61L15/0058—On-board optimisation of vehicle or vehicle train operation
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B61—RAILWAYS
    • B61L—GUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L23/00—Control, warning or like safety means along the route or between vehicles or trains
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B61—RAILWAYS
    • B61L—GUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L27/00—Central railway traffic control systems; Trackside control; Communication systems specially adapted therefor
    • B61L27/04—Automatic systems, e.g. controlled by train; Change-over to manual control
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B61—RAILWAYS
    • B61L—GUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L15/00—Indicators provided on the vehicle or train for signalling purposes
    • B61L15/0081—On-board diagnosis or maintenance
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B61—RAILWAYS
    • B61L—GUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L27/00—Central railway traffic control systems; Trackside control; Communication systems specially adapted therefor
    • B61L27/10—Operations, e.g. scheduling or time tables
    • B61L27/16—Trackside optimisation of vehicle or train operation
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B61—RAILWAYS
    • B61L—GUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L27/00—Central railway traffic control systems; Trackside control; Communication systems specially adapted therefor
    • B61L27/40—Handling position reports or trackside vehicle data
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B61—RAILWAYS
    • B61L—GUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L27/00—Central railway traffic control systems; Trackside control; Communication systems specially adapted therefor
    • B61L27/50—Trackside diagnosis or maintenance, e.g. software upgrades
    • B61L27/57—Trackside diagnosis or maintenance, e.g. software upgrades for vehicles or trains, e.g. trackside supervision of train conditions
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B61—RAILWAYS
    • B61L—GUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L27/00—Central railway traffic control systems; Trackside control; Communication systems specially adapted therefor
    • B61L27/60—Testing or simulation
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G05B13/027—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion using neural networks only
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/40—Business processes related to the transportation industry

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Human Resources & Organizations (AREA)
  • Mechanical Engineering (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Strategic Management (AREA)
  • Economics (AREA)
  • Biomedical Technology (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • General Business, Economics & Management (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mathematical Physics (AREA)
  • Tourism & Hospitality (AREA)
  • General Engineering & Computer Science (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Marketing (AREA)
  • Computing Systems (AREA)
  • Educational Administration (AREA)
  • Development Economics (AREA)
  • Game Theory and Decision Science (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Primary Health Care (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Automation & Control Theory (AREA)
  • Electric Propulsion And Braking For Vehicles (AREA)
  • Train Traffic Observation, Control, And Security (AREA)

Abstract

MÉTODO DE CONTROLE DE TREM, DISPOSITIVO DE COMPUTADOR, E, MÍDIA DE ARMAZENAMENTO LEGÍVEL POR COMPUTADOR. A presente revelação refere-se ao campo de tecnologias de controle de trem e fornece um método de controle de trem, um dispositivo de computador e uma mídia de armazenamento. O método de controle de trem inclui: adquirir um nível de controle de um trem e emitir o nível de controle a um sistema de controle de tração de trem; adquirir dados de operação de trem e calcular uma pontuação de avaliação de acordo com os dados de operação de trem durante a operação do sistema de controle de tração de trem; e inserir os dados de operação de trem e a pontuação de avaliação em um sistema de aprendizagem de rede neural para ajustar o nível de controle do trem. Através da presente revelação, a depuração de trem manual e uma interferência trazida por uma operação ambiente são evitadas, de modo que um período de depuração manual seja amplamente reduzido e o trem possa realizar um estacionamento preciso de forma mais estável. Além disso, um sistema de controlador de veículo a bordo (VOBC) pode avaliar automaticamente um estado de controle de trem sem avaliação manual e identificar automaticamente uma alteração no desempenho de trem ou na operação ambiente. Além disso, o sistema de aprendizagem de rede neural é adicionado para retroalimentar um sistema de cálculo de nível de controle de trem emitido no VOBC com os dados de ajuste, o que pode ajustar indiretamente o nível de controle de trem emitido, reduzindo-se, assim, o impacto da interferência.
BR112023003442A 2020-08-28 2021-08-24 Método de controle de trem, dispositivo de computador, e, mídia de armazenamento legível por computador BR112023003442A2 (pt)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN202010885424.6A CN114104038A (zh) 2020-08-28 2020-08-28 列车控制方法、计算机设备及存储介质
PCT/CN2021/114354 WO2022042560A1 (zh) 2020-08-28 2021-08-24 列车控制方法、计算机设备及存储介质

Publications (1)

Publication Number Publication Date
BR112023003442A2 true BR112023003442A2 (pt) 2023-03-28

Family

ID=80352698

Family Applications (1)

Application Number Title Priority Date Filing Date
BR112023003442A BR112023003442A2 (pt) 2020-08-28 2021-08-24 Método de controle de trem, dispositivo de computador, e, mídia de armazenamento legível por computador

Country Status (4)

Country Link
US (1) US20230192163A1 (pt)
CN (1) CN114104038A (pt)
BR (1) BR112023003442A2 (pt)
WO (1) WO2022042560A1 (pt)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4166419A1 (en) * 2021-10-18 2023-04-19 Tata Consultancy Services Limited System and method for railway network access planning
CN115056824B (zh) * 2022-05-06 2023-11-28 北京和利时系统集成有限公司 一种确定控车参数的方法、装置、计算机存储介质及终端
CN114919632A (zh) * 2022-06-14 2022-08-19 通号城市轨道交通技术有限公司 牵引计算仿真方法及装置

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH04133601A (ja) * 1990-09-21 1992-05-07 Toshiba Corp 保安機能付自動運転制御装置
AU2003902168A0 (en) * 2003-05-07 2003-05-22 Central Queensland University A control system for operating long vehicles
CN105209314B (zh) * 2013-05-14 2018-03-16 深圳市坐标系交通技术有限公司 一种列车控制方法及其装置和系统
DE102016121363A1 (de) * 2016-11-08 2018-05-09 Bombardier Transportation Gmbh Halterung für Antennen
CN107891887B (zh) * 2016-12-09 2019-01-11 比亚迪股份有限公司 列车控制方法、tcms、vobc及列车
CN107878448B (zh) * 2016-12-30 2018-11-06 比亚迪股份有限公司 车辆控制方法和装置
CN109871007B (zh) * 2017-12-05 2020-07-14 通号城市轨道交通技术有限公司 一种基于机器学习的坡度处理方法、装置及系统
CN110040158A (zh) * 2019-05-05 2019-07-23 中车青岛四方车辆研究所有限公司 轨道列车牵引制动级位控制方法

Also Published As

Publication number Publication date
US20230192163A1 (en) 2023-06-22
CN114104038A (zh) 2022-03-01
WO2022042560A1 (zh) 2022-03-03

Similar Documents

Publication Publication Date Title
BR112023003442A2 (pt) Método de controle de trem, dispositivo de computador, e, mídia de armazenamento legível por computador
US9477908B2 (en) Multi-level framework for object detection
BR112015003444A2 (pt) método e sistema para detectar óleo em superfície de mar
BRPI0416101A (pt) sistema de informação, método de controle de carga, programa de controle de carga e mìdia de gravação
BR0101080A (pt) Método de otimizar operação e treinamento detrem
BR112022003679A2 (pt) Manutenção de sistemas de controle de trens distribuídos usando aprendizado de máquina
BR112018000557B8 (pt) Método de aviso rápido para falhas em válvulas conversoras
BR112019000501A2 (pt) método de controle de deslocamento e aparelho de controle de deslocamento
BR112019002607A2 (pt) aparelho de processamento de informação, sistema de reconhecimento de fala e método de processamento de informação
BR112013025835A2 (pt) dispositivo de provisão de informações para uso em veículo
BR112012011377A2 (pt) equipamento e método implementado em computador para o reconhecimento de característica de imagem independentemente da orientação ou escala da imagem e meio de armazenamento legível por computador não transitório para armazenar instruções
BR112015022254A2 (pt) método para monitorar e controlar remotamente uma pluralidade de unidades de aquecimento, ventilação e ar-condicionado; sistema de processamento de dados e meio não transitório legível por computador
BR112018072348A8 (pt) Sistema para possibilitar o registro de atlas no imageamento médico, estação de trabalho, mídia legível por computador, e método para possibilitar o registro de atlas no imageamento médico
BR112022021266A2 (pt) Método implementado por computador e sistema de computador para controlar um ambiente híbrido interativo representando um evento esportivo motorizado em uma pista e sistema de detecção por sensor para prover dados posicionais de uma ou mais entidades móveis
Loew et al. Go ahead, please!—Evaluation of external human—machine interfaces in a real-world crossing scenario
BR112022007458A2 (pt) Método, e, aparelho para inferir uma velocidade de som inferida de um fluido em escoamento
BR112017000079A2 (pt) sistema para sistemas operados remotamente
KR102234194B1 (ko) 자율주행차동차의 제어권 전환 안전성 평가 장치 및 이를 이용하는 평가 방법
Henriksson et al. A pilot study of facial, cranial and brain MRI morphometry in men with schizophrenia: part 2
Cicchetti et al. Conceptual, methodological, and statistical issues in developmental psychopathology: A Special Issue in honor of Paul E. Meehl
BR112018071323A2 (pt) criação de perfil da velocidade para tela de locomotiva e gravador de evento
Orr Heidegger's Critique of Aquinas on Truth: A Critical Assessment
Beloucif et al. Naive Regularizers for Low-Resource Neural Machine Translation
Zhang et al. Study on the Influences of Vehicle Braking Failure on Human’s Physiological and Psychological Behavior
BR112023019815A2 (pt) Método implementado por computador, um ou mais meios de armazenamento de computador, e, sistema computadorizado