JP6818657B2 - 電池の状態を推定するためのシステム及び方法、および、非一時的コンピュータ可読記憶媒体 - Google Patents

電池の状態を推定するためのシステム及び方法、および、非一時的コンピュータ可読記憶媒体 Download PDF

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JP6818657B2
JP6818657B2 JP2017170333A JP2017170333A JP6818657B2 JP 6818657 B2 JP6818657 B2 JP 6818657B2 JP 2017170333 A JP2017170333 A JP 2017170333A JP 2017170333 A JP2017170333 A JP 2017170333A JP 6818657 B2 JP6818657 B2 JP 6818657B2
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battery
model
charge
estimated
parameter
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JP2018059910A (ja
JP2018059910A5 (enExample
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ムハシーン・ベノスマン
チャン・ウェイ
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Mitsubishi Electric Corp
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Mitsubishi Electric Corp
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    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/36—Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
    • G01R31/367—Software therefor, e.g. for battery testing using modelling or look-up tables
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L58/00—Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles
    • B60L58/10—Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles for monitoring or controlling batteries
    • B60L58/12—Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles for monitoring or controlling batteries responding to state of charge [SoC]
    • B60L58/15—Preventing overcharging
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L58/00—Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles
    • B60L58/10—Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles for monitoring or controlling batteries
    • B60L58/16—Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles for monitoring or controlling batteries responding to battery ageing, e.g. to the number of charging cycles or the state of health [SoH]
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L2240/00—Control parameters of input or output; Target parameters
    • B60L2240/40—Drive Train control parameters
    • B60L2240/54—Drive Train control parameters related to batteries
    • B60L2240/547—Voltage
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L2240/00—Control parameters of input or output; Target parameters
    • B60L2240/40—Drive Train control parameters
    • B60L2240/54—Drive Train control parameters related to batteries
    • B60L2240/549—Current
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L2240/00—Control parameters of input or output; Target parameters
    • B60L2240/80—Time limits
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L2260/00—Operating Modes
    • B60L2260/40—Control modes
    • B60L2260/44—Control modes by parameter estimation
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
    • Y02T10/00—Road transport of goods or passengers
    • Y02T10/60—Other road transportation technologies with climate change mitigation effect
    • Y02T10/70—Energy storage systems for electromobility, e.g. batteries

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  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Sustainable Development (AREA)
  • Sustainable Energy (AREA)
  • Power Engineering (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Secondary Cells (AREA)
  • Tests Of Electric Status Of Batteries (AREA)
JP2017170333A 2016-10-06 2017-09-05 電池の状態を推定するためのシステム及び方法、および、非一時的コンピュータ可読記憶媒体 Active JP6818657B2 (ja)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US15/286,859 2016-10-06
US15/286,859 US10353008B2 (en) 2016-10-06 2016-10-06 Hybrid battery state sensor

Publications (3)

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JP2018059910A JP2018059910A (ja) 2018-04-12
JP2018059910A5 JP2018059910A5 (enExample) 2020-07-27
JP6818657B2 true JP6818657B2 (ja) 2021-01-20

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US (1) US10353008B2 (enExample)
JP (1) JP6818657B2 (enExample)

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US11462929B2 (en) * 2016-10-04 2022-10-04 University Of Washington Systems and methods for direct estimation of battery parameters using only charge/discharge curves
US20180292463A1 (en) * 2017-04-10 2018-10-11 Lear Corporation Method and system for battery state of charge calculation
CN108845273B (zh) * 2018-08-30 2020-11-03 北京经纬恒润科技有限公司 一种动力电池功率状态估算功能测试方法和装置
US11953558B2 (en) * 2018-09-17 2024-04-09 Volvo Truck Corporation Method and system for estimating the state-of-health of a battery
CN109799458B (zh) * 2019-01-14 2022-02-25 欣旺达电子股份有限公司 测试峰值功率的方法、测试装置和计算机可读存储介质
KR102768452B1 (ko) 2019-04-05 2025-02-13 주식회사 엘지에너지솔루션 배터리 관리 장치 및 방법
CN111948539A (zh) * 2019-05-17 2020-11-17 天津科技大学 一种基于深度强化学习的卡尔曼滤波锂离子电池soc估计方法
DE102019119736A1 (de) * 2019-07-22 2021-01-28 Dr. Ing. H.C. F. Porsche Aktiengesellschaft System und Verfahren zur Bestimmung eines Ladezustands einer elektrischen Batterie
KR102871577B1 (ko) * 2019-09-04 2025-10-17 삼성전자주식회사 배터리 충전 장치 및 방법
US11275119B2 (en) 2019-09-13 2022-03-15 Semiconductor Components Industries, Llc Methods and system for a battery
DE102019126245A1 (de) * 2019-09-30 2021-04-01 Dr. Ing. H.C. F. Porsche Aktiengesellschaft System und Verfahren zur Bestimmung des Funktionszustandes und/oder Gesundheitszustandes einer elektrischen Batterie
KR102871419B1 (ko) * 2019-10-22 2025-10-15 삼성전자주식회사 배터리 상태 추정 방법 및 장치
WO2022069699A1 (en) * 2020-10-02 2022-04-07 Univerza V Ljubljani A computer-implemented method and data processing system for modelling and/or simulating and/or emulating a battery
CN115179812A (zh) * 2021-03-18 2022-10-14 华为数字能源技术有限公司 基于云端协同的电池管理系统、车及电池管理方法
JP7705308B2 (ja) * 2021-08-31 2025-07-09 株式会社Subaru 車両
CN115877212B (zh) * 2021-09-28 2024-09-10 比亚迪股份有限公司 电池模型参数优化方法、装置、介质及电子设备
CN114935723A (zh) * 2021-10-20 2022-08-23 山东毅聪新能源有限公司 一种锂离子电池等效电路模型参数的自适应跟踪方法
CN115993549A (zh) * 2021-11-17 2023-04-21 江苏天合储能有限公司 一种储能电池管理系统的修正方法、装置、系统及介质
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US20240210934A1 (en) * 2022-12-21 2024-06-27 Palo Alto Research Center Incorporated Remaining useful life estimation using hybrid physics-machine learning reasoning
CN117087497B (zh) * 2023-08-17 2024-03-08 广州巨湾技研有限公司 动力电池系统的功率控制方法、动力电池系统及存储介质
WO2025164671A1 (ja) * 2024-01-31 2025-08-07 旭化成株式会社 蓄電池の評価結果等を予測する装置、システム、方法及びプログラム

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JP5141767B2 (ja) * 2008-08-05 2013-02-13 富士通株式会社 サンプルの帰属クラス予測方法、帰属クラス予測プログラムおよび帰属クラス予測装置
EP2323081A1 (en) * 2008-08-05 2011-05-18 Fujitsu Limited Method of creating estimation model by means of multiple regression analysis, creation system and creation program
JP2015230193A (ja) * 2014-06-04 2015-12-21 ソニー株式会社 劣化状態推定装置、充電状態推定装置、ｏｃｖカーブ算出生成装置および蓄電装置
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US20180100898A1 (en) 2018-04-12
US10353008B2 (en) 2019-07-16

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