CN116235189A - 数据处理系统、模型生成装置、数据处理方法、模型生成方法以及程序 - Google Patents

数据处理系统、模型生成装置、数据处理方法、模型生成方法以及程序 Download PDF

Info

Publication number
CN116235189A
CN116235189A CN202180064039.8A CN202180064039A CN116235189A CN 116235189 A CN116235189 A CN 116235189A CN 202180064039 A CN202180064039 A CN 202180064039A CN 116235189 A CN116235189 A CN 116235189A
Authority
CN
China
Prior art keywords
data
model
training
input
processing 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.)
Withdrawn
Application number
CN202180064039.8A
Other languages
English (en)
Chinese (zh)
Inventor
陈九廷
岛胁秀德
林逸郎
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.)
AESC Japan Ltd
Original Assignee
Envision AESC Japan 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 Envision AESC Japan Ltd filed Critical Envision AESC Japan Ltd
Publication of CN116235189A publication Critical patent/CN116235189A/zh
Withdrawn legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • G06N3/0455Auto-encoder networks; Encoder-decoder networks
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E60/00Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
    • Y02E60/10Energy storage using batteries

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Debugging And Monitoring (AREA)
  • Stored Programmes (AREA)
CN202180064039.8A 2020-10-09 2021-10-01 数据处理系统、模型生成装置、数据处理方法、模型生成方法以及程序 Withdrawn CN116235189A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2020171188A JP2022062959A (ja) 2020-10-09 2020-10-09 データ処理システム、モデル生成装置、データ処理方法、モデル生成方法、及びプログラム
JP2020-171188 2020-10-09
PCT/JP2021/036407 WO2022075215A1 (ja) 2020-10-09 2021-10-01 データ処理システム、モデル生成装置、データ処理方法、モデル生成方法、及びプログラム

Publications (1)

Publication Number Publication Date
CN116235189A true CN116235189A (zh) 2023-06-06

Family

ID=81126861

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202180064039.8A Withdrawn CN116235189A (zh) 2020-10-09 2021-10-01 数据处理系统、模型生成装置、数据处理方法、模型生成方法以及程序

Country Status (5)

Country Link
US (1) US20230316073A1 (https=)
EP (1) EP4227866A4 (https=)
JP (1) JP2022062959A (https=)
CN (1) CN116235189A (https=)
WO (1) WO2022075215A1 (https=)

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180113923A1 (en) * 2016-10-21 2018-04-26 Microsoft Technology Licensing, Llc Efficient transformation program generation
CN109983482A (zh) * 2016-11-15 2019-07-05 首选网络株式会社 已学习模型生成方法、已学习模型生成装置、信号数据判别方法、信号数据判别装置以及信号数据判别程序

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2008232758A (ja) 2007-03-19 2008-10-02 Nippon Soken Inc 二次電池の内部状態検出装置及びニューラルネット式状態量推定装置
KR20170078387A (ko) * 2015-12-29 2017-07-07 삼성전자주식회사 센서 관리 장치 및 방법
JP6345203B2 (ja) * 2016-05-19 2018-06-20 株式会社 ディー・エヌ・エー 対象物の類似度判定のためのプログラム、システム、及び方法
US11691518B2 (en) * 2017-07-21 2023-07-04 Quantumscape Battery, Inc. Predictive model for estimating battery states
US11095618B2 (en) * 2018-03-30 2021-08-17 Intel Corporation AI model and data transforming techniques for cloud edge
JP2020171188A (ja) 2020-01-14 2020-10-15 ソネディックス・ジャパン株式会社 太陽光発電システム、ソーラーパネル用架台、およびソーラーパネルの位置調整方法

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180113923A1 (en) * 2016-10-21 2018-04-26 Microsoft Technology Licensing, Llc Efficient transformation program generation
CN109983482A (zh) * 2016-11-15 2019-07-05 首选网络株式会社 已学习模型生成方法、已学习模型生成装置、信号数据判别方法、信号数据判别装置以及信号数据判别程序

Also Published As

Publication number Publication date
EP4227866A1 (en) 2023-08-16
US20230316073A1 (en) 2023-10-05
JP2022062959A (ja) 2022-04-21
WO2022075215A1 (ja) 2022-04-14
EP4227866A4 (en) 2024-03-13

Similar Documents

Publication Publication Date Title
Dong et al. Data-driven battery health prognosis using adaptive Brownian motion model
KR102731011B1 (ko) 배터리의 충방전 사이클에 따른 용량 변화 예측방법 및 예측시스템
CN115698738A (zh) 劣化推定装置、模型生成装置、劣化推定方法、模型生成方法及程序
Li et al. Location identification of power line outages using PMU measurements with bad data
Schaeffer et al. Gaussian process-based online health monitoring and fault analysis of lithium-ion battery systems from field data
CN115932634A (zh) 一种对电池健康状态评估的方法、装置、设备及存储介质
CN115389954A (zh) 一种电池容量的估算方法、电子设备及可读存储介质
CN116298927A (zh) 一种电池容量估计方法和装置、计算机设备、存储介质
Wu et al. Large-scale energy storage system design and optimization for emerging electric-drive vehicles
JP2018009939A (ja) シミュレーション方法及びシミュレーション装置
CN119270099A (zh) 锂电池荷电状态估计方法及系统
CN111458643A (zh) 异常电池筛选方法、装置、电子设备及可读存储介质
CN113344025A (zh) 一种基于云样本熵的中低压设备故障特征选择方法
CN116235189A (zh) 数据处理系统、模型生成装置、数据处理方法、模型生成方法以及程序
JP2022078541A (ja) データ処理装置、モデル生成装置、データ処理方法、モデル生成方法、及びプログラム
JPWO2018142694A1 (ja) 特徴量生成装置、特徴量生成方法及びプログラム
Xia et al. External short circuit fault diagnosis based on supervised statistical learning
WO2026016366A1 (zh) 电池的循环寿命预测方法、电子设备及存储介质
KR102690411B1 (ko) 배터리 진단 장치 및 배터리 진단 방법
EP4138173A1 (en) Remaining capacity estimation device, model generation device, remaining capacity estimation method, model generation method, and program
US20240160171A1 (en) Systems and methods for managing capacity of an energy storage system
CN118837759A (zh) 一种基于充放电数据的电池荷电状态预测方法及系统
JP2026500878A (ja) 電池温度推定装置およびその動作方法
CN118151552A (zh) 智能家居用电安全监控系统及其方法
Guo et al. Cpg-spmt: Control-oriented parameter-grouped single particle model with thermal effects for lithium-ion batteries

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
WW01 Invention patent application withdrawn after publication
WW01 Invention patent application withdrawn after publication

Application publication date: 20230606