WO2019139461A3 - 식기 세척기와 통신하는 서버 - Google Patents

식기 세척기와 통신하는 서버 Download PDF

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Publication number
WO2019139461A3
WO2019139461A3 PCT/KR2019/001454 KR2019001454W WO2019139461A3 WO 2019139461 A3 WO2019139461 A3 WO 2019139461A3 KR 2019001454 W KR2019001454 W KR 2019001454W WO 2019139461 A3 WO2019139461 A3 WO 2019139461A3
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Prior art keywords
dishwasher
operation information
server communicating
learning results
communicating
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PCT/KR2019/001454
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English (en)
French (fr)
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WO2019139461A2 (ko
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임성주
옥창석
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엘지전자 주식회사
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Priority to EP19739145.1A priority Critical patent/EP3920125A4/en
Priority to US16/604,105 priority patent/US11663445B2/en
Priority to PCT/KR2019/001454 priority patent/WO2019139461A2/ko
Publication of WO2019139461A2 publication Critical patent/WO2019139461A2/ko
Priority to KR1020190095453A priority patent/KR20190099151A/ko
Publication of WO2019139461A3 publication Critical patent/WO2019139461A3/ko

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/20—Administration of product repair or maintenance
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L15/00—Washing or rinsing machines for crockery or tableware
    • A47L15/0018—Controlling processes, i.e. processes to control the operation of the machine characterised by the purpose or target of the control
    • A47L15/0063—Controlling processes, i.e. processes to control the operation of the machine characterised by the purpose or target of the control using remote monitoring or controlling of the dishwasher operation, e.g. networking systems
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/01—Customer relationship services
    • G06Q30/015—Providing customer assistance, e.g. assisting a customer within a business location or via helpdesk
    • G06Q30/016—After-sales
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00—Data switching networks
    • H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/2803—Home automation networks
    • H04L12/2823—Reporting information sensed by appliance or service execution status of appliance services in a home automation network
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L15/00—Washing or rinsing machines for crockery or tableware
    • A47L15/0018—Controlling processes, i.e. processes to control the operation of the machine characterised by the purpose or target of the control
    • A47L15/0049—Detection or prevention of malfunction, including accident prevention
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L2401/00—Automatic detection in controlling methods of washing or rinsing machines for crockery or tableware, e.g. information provided by sensors entered into controlling devices
    • A47L2401/02—Consumable products information, e.g. information on detergent, rinsing aid or salt; Dispensing device information, e.g. information on the type, e.g. detachable, or status of the device
    • A47L2401/023—Quantity or concentration of the consumable product
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L2401/00—Automatic detection in controlling methods of washing or rinsing machines for crockery or tableware, e.g. information provided by sensors entered into controlling devices
    • A47L2401/10—Water cloudiness or dirtiness, e.g. turbidity, foaming or level of bacteria
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L2401/00—Automatic detection in controlling methods of washing or rinsing machines for crockery or tableware, e.g. information provided by sensors entered into controlling devices
    • A47L2401/12—Water temperature
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L2401/00—Automatic detection in controlling methods of washing or rinsing machines for crockery or tableware, e.g. information provided by sensors entered into controlling devices
    • A47L2401/14—Water pressure or flow rate
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L2401/00—Automatic detection in controlling methods of washing or rinsing machines for crockery or tableware, e.g. information provided by sensors entered into controlling devices
    • A47L2401/26—Loading door status, e.g. door latch opened or closed state
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L2401/00—Automatic detection in controlling methods of washing or rinsing machines for crockery or tableware, e.g. information provided by sensors entered into controlling devices
    • A47L2401/30—Variation of electrical, magnetical or optical quantities
    • A—HUMAN NECESSITIES
    • A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47L—DOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L2501/00—Output in controlling method of washing or rinsing machines for crockery or tableware, i.e. quantities or components controlled, or actions performed by the controlling device executing the controlling method
    • A47L2501/26—Indication or alarm to the controlling device or to the user
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00—Data switching networks
    • H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/2803—Home automation networks
    • H04L2012/2847—Home automation networks characterised by the type of home appliance used
    • H04L2012/285—Generic home appliances, e.g. refrigerators
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Human Resources & Organizations (AREA)
  • Automation & Control Theory (AREA)
  • Marketing (AREA)
  • Strategic Management (AREA)
  • Economics (AREA)
  • General Business, Economics & Management (AREA)
  • Signal Processing (AREA)
  • Tourism & Hospitality (AREA)
  • Quality & Reliability (AREA)
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  • Computer Networks & Wireless Communication (AREA)
  • Entrepreneurship & Innovation (AREA)
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  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Image Analysis (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Debugging And Monitoring (AREA)
  • Computer And Data Communications (AREA)
  • Testing And Monitoring For Control Systems (AREA)

Abstract

식기 세척기와 통신하는 서버가 개시된다. 본 발명의 실시 예에 따른 식기 세척기와 통신하는 서버는, 하나 이상의 식기 세척기와 통신하는 통신부, 복수의 불량 발생 원인들 및 상기 복수의 불량 발생 원인들에 각각 대응하는 동작 정보를 이용하여 획득한 학습 결과를 저장하는 메모리, 및, 상기 하나 이상의 식기 세척기 중 특정 식기 세척기로부터 상기 특정 식기 세척기의 동작 정보를 수신하고, 상기 특정 식기 세척기의 동작 정보 및 상기 학습 결과를 이용하여 상기 특정 식기 세척기의 불량 발생 원인을 획득하는 프로세서를 포함하고, 상기 학습 결과는, 상기 복수의 불량 발생 원인들과 상기 동작 정보 사이의 관계에 상응하는 관계 파라미터를 포함한다.
PCT/KR2019/001454 2019-02-01 2019-02-01 식기 세척기와 통신하는 서버 WO2019139461A2 (ko)

Priority Applications (4)

Application Number Priority Date Filing Date Title
EP19739145.1A EP3920125A4 (en) 2019-02-01 2019-02-01 SERVER COMMUNICATING WITH A DISHWASHER
US16/604,105 US11663445B2 (en) 2019-02-01 2019-02-01 Server communicating with dishwasher
PCT/KR2019/001454 WO2019139461A2 (ko) 2019-02-01 2019-02-01 식기 세척기와 통신하는 서버
KR1020190095453A KR20190099151A (ko) 2019-02-01 2019-08-06 식기 세척기와 통신하는 서버

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/KR2019/001454 WO2019139461A2 (ko) 2019-02-01 2019-02-01 식기 세척기와 통신하는 서버

Publications (2)

Publication Number Publication Date
WO2019139461A2 WO2019139461A2 (ko) 2019-07-18
WO2019139461A3 true WO2019139461A3 (ko) 2019-12-12

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PCT/KR2019/001454 WO2019139461A2 (ko) 2019-02-01 2019-02-01 식기 세척기와 통신하는 서버

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Country Link
US (1) US11663445B2 (ko)
EP (1) EP3920125A4 (ko)
KR (1) KR20190099151A (ko)
WO (1) WO2019139461A2 (ko)

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DE102019111848B4 (de) * 2019-05-07 2023-12-21 Illinois Tool Works Inc. System zur optischen Spülguterkennung bei Spülmaschinen, Verfahren zur optischen Spülguterkennung, Spülmaschine mit einem optischen Spülguterkennungssystem sowie Verfahren zum Betreiben einer solchen Spülmaschine
WO2021006405A1 (ko) * 2019-07-11 2021-01-14 엘지전자 주식회사 인공지능 서버
KR102119076B1 (ko) * 2019-10-14 2020-06-04 주식회사 탑소닉 인공지능에 기반하여 기능 제어를 수행하는 식기 세척기
CN110811461B (zh) * 2019-10-30 2022-02-15 佛山市百斯特电器科技有限公司 一种清洗模式的确定方法及系统
CN111329420B (zh) * 2020-04-14 2024-06-21 佛山市顺德区美的洗涤电器制造有限公司 洗碗机数据处理方法、装置及其设备
CN112869678A (zh) * 2021-03-09 2021-06-01 上海明略人工智能(集团)有限公司 用于确定洗碗机清洗参数的方法及装置、系统
US20230038034A1 (en) * 2021-08-05 2023-02-09 Haier Us Appliance Solutions, Inc. System and method for cloud-based fault code diagnostics
WO2024071779A1 (ko) * 2022-09-26 2024-04-04 엘지전자 주식회사 컵세척기 제어방법

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KR20160006832A (ko) * 2014-07-09 2016-01-20 삼성전자주식회사 가전기기 관리 시스템 및 관리 방법
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Also Published As

Publication number Publication date
EP3920125A4 (en) 2022-08-17
WO2019139461A2 (ko) 2019-07-18
US20200034688A1 (en) 2020-01-30
KR20190099151A (ko) 2019-08-26
EP3920125A2 (en) 2021-12-08
US11663445B2 (en) 2023-05-30

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