FR3136864B1 - Système et procédé de détermination d’une grandeur dans un système de motorisation de véhicule - Google Patents

Système et procédé de détermination d’une grandeur dans un système de motorisation de véhicule Download PDF

Info

Publication number
FR3136864B1
FR3136864B1 FR2205960A FR2205960A FR3136864B1 FR 3136864 B1 FR3136864 B1 FR 3136864B1 FR 2205960 A FR2205960 A FR 2205960A FR 2205960 A FR2205960 A FR 2205960A FR 3136864 B1 FR3136864 B1 FR 3136864B1
Authority
FR
France
Prior art keywords
output quantity
input
output
input data
vehicle drive
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
FR2205960A
Other languages
English (en)
Other versions
FR3136864A1 (fr
Inventor
Michael Leblon
Nicolas Lamarque
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Vitesco Technologies
Original Assignee
Vitesco Technologies
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 Vitesco Technologies filed Critical Vitesco Technologies
Priority to FR2205960A priority Critical patent/FR3136864B1/fr
Priority to CN202380041781.6A priority patent/CN119256155A/zh
Priority to US18/860,767 priority patent/US12537474B2/en
Priority to PCT/EP2023/065599 priority patent/WO2023242088A1/fr
Publication of FR3136864A1 publication Critical patent/FR3136864A1/fr
Application granted granted Critical
Publication of FR3136864B1 publication Critical patent/FR3136864B1/fr
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02D—CONTROLLING COMBUSTION ENGINES
    • F02D41/00—Electrical control of supply of combustible mixture or its constituents
    • F02D41/02—Circuit arrangements for generating control signals
    • F02D41/14—Introducing closed-loop corrections
    • F02D41/1401—Introducing closed-loop corrections characterised by the control or regulation method
    • F02D41/1405—Neural network control
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P29/00—Arrangements for regulating or controlling electric motors, appropriate for both AC and DC motors
    • H02P29/60—Controlling or determining the temperature of the motor or of the drive
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
    • B60W40/12—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to parameters of the vehicle itself, e.g. tyre models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/09—Supervised learning
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P29/00—Arrangements for regulating or controlling electric motors, appropriate for both AC and DC motors
    • H02P29/60—Controlling or determining the temperature of the motor or of the drive
    • H02P29/66—Controlling or determining the temperature of the rotor
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P29/00—Arrangements for regulating or controlling electric motors, appropriate for both AC and DC motors
    • H02P29/60—Controlling or determining the temperature of the motor or of the drive
    • H02P29/68—Controlling or determining the temperature of the motor or of the drive based on the temperature of a drive component or a semiconductor component
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02D—CONTROLLING COMBUSTION ENGINES
    • F02D41/00—Electrical control of supply of combustible mixture or its constituents
    • F02D41/02—Circuit arrangements for generating control signals
    • F02D41/14—Introducing closed-loop corrections
    • F02D41/1401—Introducing closed-loop corrections characterised by the control or regulation method
    • F02D2041/1433—Introducing closed-loop corrections characterised by the control or regulation method using a model or simulation of the system

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Power Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mechanical Engineering (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Transportation (AREA)
  • Automation & Control Theory (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Feedback Control In General (AREA)
  • Combined Controls Of Internal Combustion Engines (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Control Of Vehicle Engines Or Engines For Specific Uses (AREA)

Abstract

Méthode et système de détermination itérative d’une grandeur d’intérêt dans un système de motorisation de véhicule, le système comprenant un module d’estimation à apprentissage supervisé module, par exemple un réseau de neurones, qui prend en entrée un jeu de premières données d’entrée, et fournit en sortie au moins une grandeur intermédiaire de sortie (Y), un module de vérification de vraisemblance (2,MK), prenant en entrée le jeu de premières données d’entrée et un jeu de deuxièmes données d’entrée, et fournissant en sortie un index de vraisemblance (IK), un module de traitement aval (3) prenant en entrée l’index de vraisemblance et la grandeur intermédiaire de sortie, et fournissant en sortie une grandeur finale de sortie (Z), et lorsque l’index de vraisemblance est bon, la grandeur finale de sortie est issue de la grandeur intermédiaire de sortie, sinon la grandeur finale de sortie est issue d’un modèle de représentation physique. Figure pour l’abrégé : Fig. 1
FR2205960A 2022-06-17 2022-06-17 Système et procédé de détermination d’une grandeur dans un système de motorisation de véhicule Active FR3136864B1 (fr)

Priority Applications (4)

Application Number Priority Date Filing Date Title
FR2205960A FR3136864B1 (fr) 2022-06-17 2022-06-17 Système et procédé de détermination d’une grandeur dans un système de motorisation de véhicule
CN202380041781.6A CN119256155A (zh) 2022-06-17 2023-06-12 用于确定机动车辆中的量的系统和方法
US18/860,767 US12537474B2 (en) 2022-06-17 2023-06-12 System and method for determining a quantity in a motor vehicle
PCT/EP2023/065599 WO2023242088A1 (fr) 2022-06-17 2023-06-12 Système et procédé de détermination d'une grandeur dans un véhicule automobile

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
FR2205960 2022-06-17
FR2205960A FR3136864B1 (fr) 2022-06-17 2022-06-17 Système et procédé de détermination d’une grandeur dans un système de motorisation de véhicule

Publications (2)

Publication Number Publication Date
FR3136864A1 FR3136864A1 (fr) 2023-12-22
FR3136864B1 true FR3136864B1 (fr) 2024-08-09

Family

ID=83690291

Family Applications (1)

Application Number Title Priority Date Filing Date
FR2205960A Active FR3136864B1 (fr) 2022-06-17 2022-06-17 Système et procédé de détermination d’une grandeur dans un système de motorisation de véhicule

Country Status (4)

Country Link
US (1) US12537474B2 (fr)
CN (1) CN119256155A (fr)
FR (1) FR3136864B1 (fr)
WO (1) WO2023242088A1 (fr)

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
SE509805C2 (sv) * 1994-08-11 1999-03-08 Mecel Ab Metod och system för reglering av förbränningsmotorer
US8478506B2 (en) 2006-09-29 2013-07-02 Caterpillar Inc. Virtual sensor based engine control system and method
DE102008001081B4 (de) * 2008-04-09 2021-11-04 Robert Bosch Gmbh Verfahren und Motorsteuergerät zum Steuern eines Verbrennungsmotors
DE102010028266A1 (de) 2010-04-27 2011-10-27 Robert Bosch Gmbh Steuergerät und Verfahren zur Berechnung einer Ausgangsgröße für eine Steuerung
EP3549044A4 (fr) * 2016-12-02 2020-07-22 Starsky Robotics, Inc. Système de commande de véhicule et procédé d'utilisation
JP6881428B2 (ja) * 2018-12-28 2021-06-02 横河電機株式会社 学習装置、推定装置、学習方法、推定方法、学習プログラム、および推定プログラム
US20200285997A1 (en) 2019-03-04 2020-09-10 Iocurrents, Inc. Near real-time detection and classification of machine anomalies using machine learning and artificial intelligence
US11017619B2 (en) 2019-08-19 2021-05-25 Capital One Services, Llc Techniques to detect vehicle anomalies based on real-time vehicle data collection and processing
JP2021049882A (ja) * 2019-09-25 2021-04-01 パナソニックＩｐマネジメント株式会社 車輪速度推定装置、及び、車両
US11810198B2 (en) * 2020-05-26 2023-11-07 BlueOwl, LLC Systems and methods for identifying distracted driving events using common features
GB202008030D0 (en) * 2020-05-28 2020-07-15 Samsung Electronics Co Ltd Learning the prediction distribution for semi-supervised learning with normalising flows
US11231834B2 (en) * 2020-06-03 2022-01-25 Micron Technology, Inc. Vehicle having an intelligent user interface
EP3967565B1 (fr) * 2020-09-14 2022-09-28 Bayerische Motoren Werke Aktiengesellschaft Procédés et appareils pour estimer une condition environnementale
US11951833B1 (en) * 2021-05-16 2024-04-09 Ambarella International Lp Infotainment system permission control while driving using in-cabin monitoring

Also Published As

Publication number Publication date
CN119256155A (zh) 2025-01-03
WO2023242088A1 (fr) 2023-12-21
US20250317087A1 (en) 2025-10-09
US12537474B2 (en) 2026-01-27
FR3136864A1 (fr) 2023-12-22

Similar Documents

Publication Publication Date Title
US20220350789A1 (en) Cognitive data outlier pre-check based on data lineage
US11775412B2 (en) Machine learning models applied to interaction data for facilitating modifications to online environments
CN110009384A (zh) 预测业务指标的方法及装置
CN112052551B (zh) 一种风机喘振运行故障识别方法及系统
JP6661839B1 (ja) 時系列データ診断装置、追加学習方法およびプログラム
CN113553831A (zh) 基于bagcnn模型的方面级别情感分析方法和系统
US20170221090A1 (en) Targeted marketing for user conversion
US20240169214A1 (en) Knowledge graph updating method, apparatus, electronic device, storage medium and program thereof
Yu et al. Identifying optimal features for cutting tool condition monitoring using recurrent neural networks
Lawless et al. Estimation and assessment of Markov multistate models with intermittent observations on individuals
FR3136864B1 (fr) Système et procédé de détermination d’une grandeur dans un système de motorisation de véhicule
US20240095858A1 (en) System and method for generating list of recommended colleges
CN120565117A (zh) 基于时序图神经网络的患者疾病演化关系预测方法及系统
Mohanta et al. A novel method for solving neutrosophic data envelopment analysis models based on single-valued trapezoidal neutrosophic numbers: KK Mohanta, DS Sharanappa
Tabata et al. A bad arm existence checking problem: How to utilize asymmetric problem structure?
US11457110B2 (en) Interactive voice response system with a real time conversation scoring module
CN115146159A (zh) 车辆的个性化推荐方法、装置、车辆及存储介质
CN115828991B (zh) 一种训练行为预测模型的方法及装置
Tian et al. Short-term traffic flow prediction research based on ICEEMDAN-MPE-PSO-DELM model
US12106617B2 (en) Method and system for auto generating automotive data quality marker
US20240135455A1 (en) System and method for the dynamic allocation of funds
JP7703009B2 (ja) ソフトウェア・アプリケーションにおけるバイアスを検出および監視するための方法、システム
CN114462861A (zh) 一种企业定位的产业链数据分析方法及系统
CN112712224A (zh) 顾客为导向的产品质量管理方法、系统、设备和介质
CN113723525A (zh) 基于遗传算法的产品推荐方法、装置、设备及存储介质

Legal Events

Date Code Title Description
PLFP Fee payment

Year of fee payment: 2

PLSC Publication of the preliminary search report

Effective date: 20231222

PLFP Fee payment

Year of fee payment: 3

PLFP Fee payment

Year of fee payment: 4