CN115151920A - 驾驶评估方法、装置及非暂态计算机可读存储介质 - Google Patents

驾驶评估方法、装置及非暂态计算机可读存储介质 Download PDF

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Publication number
CN115151920A
CN115151920A CN202180005289.4A CN202180005289A CN115151920A CN 115151920 A CN115151920 A CN 115151920A CN 202180005289 A CN202180005289 A CN 202180005289A CN 115151920 A CN115151920 A CN 115151920A
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China
Prior art keywords
driving
performance
events
performance events
driving evaluation
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Pending
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CN202180005289.4A
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English (en)
Inventor
肖海
尚进
陈林
孙永伶
杨晓松
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Guangzhou Automobile Group Co Ltd
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Guangzhou Automobile Group Co Ltd
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Application filed by Guangzhou Automobile Group Co Ltd filed Critical Guangzhou Automobile Group Co Ltd
Publication of CN115151920A publication Critical patent/CN115151920A/zh
Pending legal-status Critical Current

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    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/02—Registering or indicating driving, working, idle, or waiting time only
    • G07C5/06—Registering or indicating driving, working, idle, or waiting time only in graphical form
    • 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
    • B60W40/08—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 drivers or passengers
    • B60W40/09—Driving style or behaviour
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • 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
    • B60W2552/00—Input parameters relating to infrastructure
    • B60W2552/53—Road markings, e.g. lane marker or crosswalk
    • 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
    • B60W2555/00—Input parameters relating to exterior conditions, not covered by groups B60W2552/00, B60W2554/00
    • B60W2555/60—Traffic rules, e.g. speed limits or right of way
    • 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
    • B60W50/00—Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/04—Monitoring the functioning of the control system
    • B60W50/045—Monitoring control system parameters

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Automation & Control Theory (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Traffic Control Systems (AREA)

Abstract

本申请提供了一种驾驶评估方法、装置和存储介质。该方法包括:在执行一个或多个驾驶任务期间收集性能事件集；基于所收集的性能事件集和包含在所收集的性能事件集中的性能事件的各个权重，计算综合性能指标。

Description

PCT国内申请，说明书已公开。

Claims (20)

  1. PCT国内申请，权利要求书已公开。
CN202180005289.4A 2021-01-04 2021-05-12 驾驶评估方法、装置及非暂态计算机可读存储介质 Pending CN115151920A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US17/140,151 2021-01-04
US17/140,151 US11978289B2 (en) 2021-01-04 2021-01-04 Method, apparatus and non-transitory computer readable storage medium for driving evaluation
PCT/CN2021/093383 WO2022142064A1 (zh) 2021-01-04 2021-05-12 驾驶评估方法、装置及非暂态计算机可读存储介质

Publications (1)

Publication Number Publication Date
CN115151920A true CN115151920A (zh) 2022-10-04

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Family Applications (1)

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CN202180005289.4A Pending CN115151920A (zh) 2021-01-04 2021-05-12 驾驶评估方法、装置及非暂态计算机可读存储介质

Country Status (3)

Country Link
US (1) US11978289B2 (zh)
CN (1) CN115151920A (zh)
WO (1) WO2022142064A1 (zh)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11978289B2 (en) * 2021-01-04 2024-05-07 Guangzhou Automobile Group Co., Ltd. Method, apparatus and non-transitory computer readable storage medium for driving evaluation
JP2022138728A (ja) * 2021-03-10 2022-09-26 トヨタ自動車株式会社 運転診断装置及び運転診断方法

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US11625745B1 (en) * 2012-12-31 2023-04-11 Allstate Insurance Company Vehicle telematics system to promote good driving behavior using positive feedback and award points
US9056616B1 (en) * 2014-09-23 2015-06-16 State Farm Mutual Automobile Insurance Student driver feedback system allowing entry of tagged events by instructors during driving tests
US10915964B1 (en) * 2015-03-03 2021-02-09 Allstate Insurance Company System and method for providing vehicle services based on driving behaviors
CN107038860B (zh) 2016-11-18 2019-07-23 杭州好好开车科技有限公司 一种基于adas技术及回归模型的用户驾驶行为评分方法
CN107180219A (zh) * 2017-01-25 2017-09-19 问众智能信息科技（北京）有限公司 基于多模态信息的驾驶危险系数评估方法和装置
JP2020522798A (ja) * 2017-05-31 2020-07-30 ベイジン ディディ インフィニティ テクノロジー アンド ディベロップメント カンパニー リミティッド 運動データに基づいて運転挙動を認識するデバイスおよび方法
US10974728B2 (en) * 2018-09-11 2021-04-13 Lightmetrics Technologies Pvt. Ltd. Methods and systems for facilitating drive related data for driver monitoring
US10703381B2 (en) * 2018-11-28 2020-07-07 International Business Machines Corporation Intelligent vehicle action decisions
US11953333B2 (en) * 2019-03-06 2024-04-09 Lyft, Inc. Systems and methods for autonomous vehicle performance evaluation
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CN112115323A (zh) * 2019-06-21 2020-12-22 上海博泰悦臻电子设备制造有限公司 驾驶行为的评分方法、云端服务器、车载端及***
US11077850B2 (en) * 2019-09-06 2021-08-03 Lyft, Inc. Systems and methods for determining individualized driving behaviors of vehicles
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CN111361568A (zh) * 2020-03-10 2020-07-03 广州通达汽车电气股份有限公司 一种司机驾驶行为评估方法、装置、设备及存储介质
US20210287262A1 (en) * 2020-03-16 2021-09-16 Lyft, Inc. Aligning provider-device axes with transportation-vehicle axes to generate driving-event scores
US20200262423A1 (en) * 2020-05-08 2020-08-20 Intel Corporation Systems, devices, and methods for risk-aware driving
CN112373481A (zh) * 2020-11-04 2021-02-19 杭州创想智联科技有限公司 一种驾驶行为状态分析方法及装置
US20220188667A1 (en) * 2020-12-15 2022-06-16 Woven Planet North America, Inc. Vehicle prediction module evaluation and training
US11978289B2 (en) * 2021-01-04 2024-05-07 Guangzhou Automobile Group Co., Ltd. Method, apparatus and non-transitory computer readable storage medium for driving evaluation

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US20220215700A1 (en) 2022-07-07
US11978289B2 (en) 2024-05-07
WO2022142064A1 (zh) 2022-07-07

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