CN115279182A - 异常检测系统 - Google Patents

异常检测系统 Download PDF

Info

Publication number
CN115279182A
CN115279182A CN202180019100.7A CN202180019100A CN115279182A CN 115279182 A CN115279182 A CN 115279182A CN 202180019100 A CN202180019100 A CN 202180019100A CN 115279182 A CN115279182 A CN 115279182A
Authority
CN
China
Prior art keywords
state
data
unit
score
transition probability
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.)
Pending
Application number
CN202180019100.7A
Other languages
English (en)
Chinese (zh)
Inventor
古园井信行
木川洋一
李文婧
加世田雄梧
横山洋海
平本亮介
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.)
Nitto Denko Corp
Original Assignee
Nitto Denko Corp
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 Nitto Denko Corp filed Critical Nitto Denko Corp
Publication of CN115279182A publication Critical patent/CN115279182A/zh
Pending legal-status Critical Current

Links

Images

Classifications

    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01KANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
    • A01K29/00Other apparatus for animal husbandry
    • A01K29/005Monitoring or measuring activity
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01KANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
    • A01K11/00Marking of animals
    • A01K11/006Automatic identification systems for animals, e.g. electronic devices, transponders for animals
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
    • A61B5/1118Determining activity level
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271Specific aspects of physiological measurement analysis
    • A61B5/7282Event detection, e.g. detecting unique waveforms indicative of a medical condition
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/74Details of notification to user or communication with user or patient; User input means
    • A61B5/746Alarms related to a physiological condition, e.g. details of setting alarm thresholds or avoiding false alarms
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/63ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01KANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
    • A01K2227/00Animals characterised by species
    • A01K2227/10Mammal
    • A01K2227/101Bovine
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01KANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
    • A01K2267/00Animals characterised by purpose
    • A01K2267/03Animal model, e.g. for test or diseases
    • A01K2267/0337Animal models for infectious diseases
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2503/00Evaluating a particular growth phase or type of persons or animals
    • A61B2503/40Animals

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Environmental Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Animal Husbandry (AREA)
  • Primary Health Care (AREA)
  • Veterinary Medicine (AREA)
  • Physics & Mathematics (AREA)
  • Epidemiology (AREA)
  • Physiology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Business, Economics & Management (AREA)
  • Data Mining & Analysis (AREA)
  • General Business, Economics & Management (AREA)
  • Zoology (AREA)
  • Birds (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Dentistry (AREA)
  • Signal Processing (AREA)
  • Databases & Information Systems (AREA)
  • Psychiatry (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Eye Examination Apparatus (AREA)
  • Paper (AREA)
  • Alarm Systems (AREA)
  • Catching Or Destruction (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
CN202180019100.7A 2020-03-09 2021-03-03 异常检测系统 Pending CN115279182A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2020040117 2020-03-09
JP2020-040117 2020-03-09
PCT/JP2021/008052 WO2021182204A1 (ja) 2020-03-09 2021-03-03 異常検知システム

Publications (1)

Publication Number Publication Date
CN115279182A true CN115279182A (zh) 2022-11-01

Family

ID=77671595

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202180019100.7A Pending CN115279182A (zh) 2020-03-09 2021-03-03 异常检测系统

Country Status (7)

Country Link
US (1) US20230102979A1 (https=)
EP (1) EP4118960A1 (https=)
JP (1) JPWO2021182204A1 (https=)
CN (1) CN115279182A (https=)
AU (1) AU2021233628A1 (https=)
BR (1) BR112022017261A2 (https=)
WO (1) WO2021182204A1 (https=)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116680595B (zh) * 2023-05-05 2025-11-18 北京市农林科学院信息技术研究中心 异常奶牛检测方法、装置、电子设备及介质

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
NZ553146A (en) * 2007-02-09 2011-05-27 Say Systems Ltd Improvements relating to monitoring and displaying activities
WO2011120529A1 (en) * 2010-03-31 2011-10-06 Københavns Universitet Model for classifying an activity of an animal
JP6409028B2 (ja) * 2016-07-13 2018-10-17 デザミス株式会社 牛の活動状態管理システム
JP6925638B2 (ja) * 2018-01-12 2021-08-25 デザミス株式会社 牛の健康状態管理システム及び管理方法並びに健康状態管理プログラム
JP7016302B2 (ja) * 2018-08-01 2022-02-04 ルネサスエレクトロニクス株式会社 情報処理装置、情報処理システム、及びプログラム
JP2020040117A (ja) 2018-09-12 2020-03-19 青山 省司 プロジェクションナットの供給ロッドおよび供給方法

Also Published As

Publication number Publication date
WO2021182204A1 (ja) 2021-09-16
EP4118960A1 (en) 2023-01-18
AU2021233628A1 (en) 2022-09-22
BR112022017261A2 (pt) 2022-10-18
US20230102979A1 (en) 2023-03-30
JPWO2021182204A1 (https=) 2021-09-16

Similar Documents

Publication Publication Date Title
CN112385569B (zh) 使用健康图网络检测和管理牲畜中的疾病爆发
EP3864670B1 (en) Prediction of future adverse health events using neural networks by pre-processing input sequences to include presence features
WO2018070935A1 (en) Determining sleep stages
US20150272509A1 (en) Diagnostic apparatus and method
US20160267254A1 (en) System and method for classifying respiratory and overall health status of an animal
CN107291684B (zh) 语言文本的分词方法和系统
US11580326B2 (en) Ontology matching based on weak supervision
CN111124732A (zh) 一种磁盘故障的预测方法、系统、设备及存储介质
JPWO2017150211A1 (ja) 行動認識装置及び行動学習装置並びに行動認識プログラム及び行動学習プログラム
TWI861824B (zh) 異常診斷方法、異常診斷裝置以及異常診斷程式
CN113811829B (zh) 使用在线机器学习检测和预测机器故障
EP3107000A2 (en) System and method for detecting outliers in real-time for a univariate time-series signal
US20130281871A1 (en) System and method for classifying the respiratory health status of an animal
EP3185205A1 (en) Method and device for detecting behavioral patterns of a user
CN115279182A (zh) 异常检测系统
JP2019105871A (ja) 異常候補抽出プログラム、異常候補抽出方法および異常候補抽出装置
EP3534374B1 (en) System and method for detection of mild cognitive impairment in subjects
KR102461183B1 (ko) 가축 발정탐지장치
KR102534158B1 (ko) 반려동물을 위한 인공지능 진단 정보 제공 방법 및 시스템
JP6875457B2 (ja) 取得装置、取得方法、および取得プログラム
KR102429447B1 (ko) 안면 표정 인식을 이용한 기분장애 진단을 위한 정보 제공 시스템
CN118937991A (zh) 一种基于CNN-Transformer的电机故障诊断方案及系统
KR102156280B1 (ko) Cnn-lstm 및 복잡 활동 처리를 사용하는 반려 동물의 배설 행동 검출 방법 및 시스템
CN115243541A (zh) 异常检测系统
JP2022113244A (ja) 畜産牛体調判定装置、畜産牛体調判定方法、及び、畜産牛体調判定プログラム、並びに、機械学習装置

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20221101

WD01 Invention patent application deemed withdrawn after publication