JP3887048B2 - 監視システム - Google Patents

監視システム Download PDF

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Publication number
JP3887048B2
JP3887048B2 JP29016696A JP29016696A JP3887048B2 JP 3887048 B2 JP3887048 B2 JP 3887048B2 JP 29016696 A JP29016696 A JP 29016696A JP 29016696 A JP29016696 A JP 29016696A JP 3887048 B2 JP3887048 B2 JP 3887048B2
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JP
Japan
Prior art keywords
neural network
discharge
battery
critical
monitoring system
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.)
Expired - Fee Related
Application number
JP29016696A
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English (en)
Japanese (ja)
Other versions
JPH09215208A (ja
JPH09215208A5 (enExample
Inventor
パティロン ジャン−ノエル
ダルシ−ビュク フローレンス
ナダル ジャン−ピエール
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.)
Koninklijke Philips NV
Original Assignee
Koninklijke Philips Electronics NV
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 Koninklijke Philips Electronics NV filed Critical Koninklijke Philips Electronics NV
Publication of JPH09215208A publication Critical patent/JPH09215208A/ja
Publication of JPH09215208A5 publication Critical patent/JPH09215208A5/ja
Application granted granted Critical
Publication of JP3887048B2 publication Critical patent/JP3887048B2/ja
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

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Classifications

    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J7/00—Circuit arrangements for charging or depolarising batteries or for supplying loads from batteries
    • H02J7/0063—Circuit arrangements for charging or depolarising batteries or for supplying loads from batteries with circuits adapted for supplying loads from the battery
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R19/00—Arrangements for measuring currents or voltages or for indicating presence or sign thereof
    • G01R19/165—Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values
    • G01R19/16566—Circuits and arrangements for comparing voltage or current with one or several thresholds and for indicating the result not covered by subgroups G01R19/16504, G01R19/16528, G01R19/16533
    • G01R19/16576—Circuits and arrangements for comparing voltage or current with one or several thresholds and for indicating the result not covered by subgroups G01R19/16504, G01R19/16528, G01R19/16533 comparing DC or AC voltage with one threshold
    • 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
    • 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]
    • G01R31/382—Arrangements for monitoring battery or accumulator variables, e.g. SoC
    • G01R31/3835—Arrangements for monitoring battery or accumulator variables, e.g. SoC involving only voltage measurements
    • 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]
    • G01R31/396—Acquisition or processing of data for testing or for monitoring individual cells or groups of cells within a battery
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • 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

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  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Power Engineering (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Secondary Cells (AREA)
  • Charge And Discharge Circuits For Batteries Or The Like (AREA)
JP29016696A 1995-10-31 1996-10-31 監視システム Expired - Fee Related JP3887048B2 (ja)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
FR9512863 1995-10-31
FR9512863A FR2740554A1 (fr) 1995-10-31 1995-10-31 Systeme de controle de la phase de decharge des cycles de charge-decharge d'une batterie rechargeable, et dispositif hote muni d'une batterie intelligente

Publications (3)

Publication Number Publication Date
JPH09215208A JPH09215208A (ja) 1997-08-15
JPH09215208A5 JPH09215208A5 (enExample) 2004-11-04
JP3887048B2 true JP3887048B2 (ja) 2007-02-28

Family

ID=9484105

Family Applications (1)

Application Number Title Priority Date Filing Date
JP29016696A Expired - Fee Related JP3887048B2 (ja) 1995-10-31 1996-10-31 監視システム

Country Status (6)

Country Link
US (1) US5936385A (enExample)
EP (1) EP0772055B1 (enExample)
JP (1) JP3887048B2 (enExample)
KR (1) KR100453750B1 (enExample)
DE (1) DE69633216T2 (enExample)
FR (1) FR2740554A1 (enExample)

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WO1998040951A1 (en) 1997-03-12 1998-09-17 Us Nanocorp. Method for determining state-of-health using an intelligent system
FR2801982B1 (fr) * 1999-12-06 2002-02-01 Alain Leroy Dispositif de controle d'une batterie d'accumulateurs et son procede associe
DE19959019A1 (de) * 1999-12-08 2001-06-13 Bosch Gmbh Robert Verfahren zur Zustandserkennung eines Energiespeichers
US6928371B1 (en) * 2000-02-08 2005-08-09 Paul T. Roshau Monitoring system of VRLA battery capacitance
DE10012964A1 (de) * 2000-03-16 2001-10-04 Implex Hear Tech Ag Vorrichtung und Verfahren zum Betreiben eines wiederaufladbaren Speichers für elektrische Energie
DE10104981A1 (de) * 2001-02-03 2002-08-08 Varta Geraetebatterie Gmbh Verfahren zur Überwachung der Betriebssicherheit von wiederaufladbaren Li-Zellen
US7205746B2 (en) * 2001-04-06 2007-04-17 Microchip Technology Inc. Battery cover assembly having integrated battery condition monitoring
US6628102B2 (en) * 2001-04-06 2003-09-30 Microchip Technology Inc. Current measuring terminal assembly for a battery
KR100426518B1 (ko) * 2001-12-14 2004-04-08 에스케이텔레텍주식회사 이동통신 단말기 배터리 충전방법
GB2386709B (en) * 2002-03-18 2004-03-17 Ching Chuen Chan Battery residual capacity estimation for electric vehicles
US7321220B2 (en) * 2003-11-20 2008-01-22 Lg Chem, Ltd. Method for calculating power capability of battery packs using advanced cell model predictive techniques
WO2005059579A1 (en) * 2003-12-18 2005-06-30 Lg Chem, Ltd. Apparatus and method for estimating state of charge of battery using neural network
US7518341B2 (en) 2004-12-23 2009-04-14 Dell Product L.P. Method for verifying smart battery failures by measuring input charging voltage and associated systems
KR100880717B1 (ko) * 2005-02-14 2009-02-02 가부시키가이샤 덴소 뉴럴네트워크연산에 기초한 2차전지의 충전상태를 검출하기위한 방법 및 장치
JP4623448B2 (ja) 2005-04-20 2011-02-02 株式会社デンソー 二次電池の残存容量演算方法
KR101762083B1 (ko) 2005-05-12 2017-07-26 가부시키가이샤 니콘 투영 광학계, 노광 장치 및 노광 방법
US7970560B2 (en) * 2005-10-11 2011-06-28 Phoenix Broadband Technologies, Llc Method and apparatus for measuring and monitoring a power source
US7723957B2 (en) * 2005-11-30 2010-05-25 Lg Chem, Ltd. System, method, and article of manufacture for determining an estimated battery parameter vector
GB2444511B (en) * 2006-12-06 2008-10-22 Iti Scotland Ltd Battery Management System
JP2009049005A (ja) * 2007-07-26 2009-03-05 Panasonic Corp 電池の内部短絡検知装置および方法、電池パック並びに電子機器システム
KR100936892B1 (ko) * 2007-09-13 2010-01-14 주식회사 엘지화학 배터리의 장기 특성 예측 시스템 및 방법
US8379187B2 (en) 2007-10-24 2013-02-19 Nikon Corporation Optical unit, illumination optical apparatus, exposure apparatus, and device manufacturing method
US9116346B2 (en) 2007-11-06 2015-08-25 Nikon Corporation Illumination apparatus, illumination method, exposure apparatus, and device manufacturing method
US7994755B2 (en) 2008-01-30 2011-08-09 Lg Chem, Ltd. System, method, and article of manufacture for determining an estimated battery cell module state
US8032316B2 (en) 2008-04-16 2011-10-04 Phoenix Broadband Technologies, Llc Measuring and monitoring a power source
CN101728585B (zh) * 2008-10-31 2012-08-15 纬创资通股份有限公司 便携式装置延长充电电池使用寿命的电池学习方法及装置
US11218003B2 (en) * 2009-09-22 2022-01-04 Phoenix Broadband Technologies, Llc Method and apparatus for intelligent battery charge equalization and monitoring
US8330425B2 (en) 2009-10-19 2012-12-11 Verizon Patent And Licensing Inc. System for and method of detecting a non-functional battery back-up unit (BBU) of an optical network terminal
US8341449B2 (en) 2010-04-16 2012-12-25 Lg Chem, Ltd. Battery management system and method for transferring data within the battery management system
WO2011143156A2 (en) * 2010-05-13 2011-11-17 Massachusetts Institute Of Technology Battery charger circuit and control schemes
US8449998B2 (en) 2011-04-25 2013-05-28 Lg Chem, Ltd. Battery system and method for increasing an operational life of a battery cell
US8993136B2 (en) 2011-06-30 2015-03-31 Lg Chem, Ltd. Heating system for a battery module and method of heating the battery module
US8859119B2 (en) 2011-06-30 2014-10-14 Lg Chem, Ltd. Heating system for a battery module and method of heating the battery module
US8974929B2 (en) 2011-06-30 2015-03-10 Lg Chem, Ltd. Heating system for a battery module and method of heating the battery module
US8974928B2 (en) 2011-06-30 2015-03-10 Lg Chem, Ltd. Heating system for a battery module and method of heating the battery module
US9020649B2 (en) * 2011-07-18 2015-04-28 Nec Laboratories America, Inc. Method for real-time power management of a grid-tied microgrid to extend storage lifetime and reduce cost of energy
US8816644B2 (en) 2011-08-30 2014-08-26 Perumala Corporation Interrupting the charging status of a rechargeable battery
US8598850B2 (en) 2011-08-30 2013-12-03 Perumala Corporation Devices and methods for optimizing rechargeable battery life
USD720287S1 (en) 2011-08-30 2014-12-30 Perumala Corporation Charge interrupting device
US9442165B2 (en) * 2012-07-07 2016-09-13 Nec Corporation Method for estimating battery life in presence of partial charge and discharge cycles
DE102013201529A1 (de) * 2013-01-30 2014-07-31 Ford Global Technologies, Llc Verfahren und Vorrichtung zur Überwachung mindestens einer Traktionsbatterie eines Kraftfahrzeugs
USD757649S1 (en) 2013-12-19 2016-05-31 Perumala Corporation Adapter
US10295608B2 (en) 2014-07-18 2019-05-21 Phoenix Broadband Technologies, Llc Non-intrusive correlating battery monitoring system and method
WO2017015396A1 (en) * 2015-07-20 2017-01-26 University Of Washington Battery models, systems, and methods using robust fail-safe iteration free approach for solving differential algebraic equations
EP3537730A1 (en) * 2018-03-09 2019-09-11 Oticon A/s A method for updating a discharge battery profile
JP2019158831A (ja) * 2018-03-16 2019-09-19 株式会社Ｇｓユアサ 検査方法、検査装置及び学習モデル
DE102020105246A1 (de) 2020-02-27 2021-09-02 Wacker Neuson Produktion GmbH & Co. KG Akkumulator mit Geräteerkennungsfunktion und Verfahren zur Geräteerkennung
CN111257762B (zh) * 2020-03-10 2022-06-14 信义电源(苏州)有限公司 提前预判电池循环失效的方法
KR102790387B1 (ko) * 2020-11-26 2025-04-01 주식회사 엘지화학 배터리 관리 장치 및 방법
FR3119895A1 (fr) * 2021-02-18 2022-08-19 Psa Automobiles Sa Estimateur d’État de charge d’un vÉhicule utilisant l’intelligence artificielle

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Also Published As

Publication number Publication date
DE69633216T2 (de) 2005-09-22
JPH09215208A (ja) 1997-08-15
FR2740554A1 (fr) 1997-04-30
EP0772055A3 (fr) 1997-05-14
KR970024432A (ko) 1997-05-30
DE69633216D1 (de) 2004-09-30
US5936385A (en) 1999-08-10
EP0772055A2 (fr) 1997-05-07
EP0772055B1 (fr) 2004-08-25
KR100453750B1 (ko) 2005-04-06

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