EP4710104A2 - Systeme und verfahren zur vorhersage des fortschritts der sensorischen haltbarkeit eines produkts unter verwendung von maschinellem lernen - Google Patents

Systeme und verfahren zur vorhersage des fortschritts der sensorischen haltbarkeit eines produkts unter verwendung von maschinellem lernen

Info

Publication number
EP4710104A2
EP4710104A2 EP24807836.2A EP24807836A EP4710104A2 EP 4710104 A2 EP4710104 A2 EP 4710104A2 EP 24807836 A EP24807836 A EP 24807836A EP 4710104 A2 EP4710104 A2 EP 4710104A2
Authority
EP
European Patent Office
Prior art keywords
sensory
product
machine
shelf life
data
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
EP24807836.2A
Other languages
English (en)
French (fr)
Inventor
Jared Shaw
David W. Stefany
Bruno CHAUVET
Corneel Den RIDDER
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.)
Mars Inc
Original Assignee
Mars Inc
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 Mars Inc filed Critical Mars Inc
Publication of EP4710104A2 publication Critical patent/EP4710104A2/de
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/30—Administration of product recycling or disposal
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0637—Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • G06Q10/06375—Prediction of business process outcome or impact based on a proposed change
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06395—Quality analysis or management
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • G06Q30/0202—Market predictions or forecasting for commercial activities
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/04—Manufacturing

Landscapes

  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Theoretical Computer Science (AREA)
  • Development Economics (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Game Theory and Decision Science (AREA)
  • Accounting & Taxation (AREA)
  • Educational Administration (AREA)
  • Finance (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Sustainable Development (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Manufacturing & Machinery (AREA)
  • Medical Informatics (AREA)
  • Primary Health Care (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
EP24807836.2A 2023-05-12 2024-05-10 Systeme und verfahren zur vorhersage des fortschritts der sensorischen haltbarkeit eines produkts unter verwendung von maschinellem lernen Pending EP4710104A2 (de)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US202363466122P 2023-05-12 2023-05-12
US202363466107P 2023-05-12 2023-05-12
US202363466090P 2023-05-12 2023-05-12
PCT/US2024/028875 WO2024238364A2 (en) 2023-05-12 2024-05-10 Systems and methods for predicting product sensory shelf life progression using machine-learning

Publications (1)

Publication Number Publication Date
EP4710104A2 true EP4710104A2 (de) 2026-03-18

Family

ID=93520186

Family Applications (1)

Application Number Title Priority Date Filing Date
EP24807836.2A Pending EP4710104A2 (de) 2023-05-12 2024-05-10 Systeme und verfahren zur vorhersage des fortschritts der sensorischen haltbarkeit eines produkts unter verwendung von maschinellem lernen

Country Status (3)

Country Link
EP (1) EP4710104A2 (de)
CN (1) CN121152971A (de)
WO (1) WO2024238364A2 (de)

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11907313B2 (en) * 2021-01-05 2024-02-20 Maplebear Inc. Recommending recipes using time-horizon based user ingredient pool

Also Published As

Publication number Publication date
CN121152971A (zh) 2025-12-16
WO2024238364A2 (en) 2024-11-21
WO2024238364A3 (en) 2025-04-03

Similar Documents

Publication Publication Date Title
US12417616B2 (en) Method, device, and system of quality classifying and selling packed meat based on image
TWI890499B (zh) 資訊處理用程式、資訊處理方法及資訊處理裝置
US11488017B2 (en) System and method for monitoring and quality evaluation of perishable food items
US10408748B2 (en) System and method for evaluating fruits and vegetables
US11244280B2 (en) Reducing food waste by using a machine learning model
Martinez-Feria et al. Evaluating maize and soybean grain dry-down in the field with predictive algorithms and genotype-by-environment analysis
CN108665134A (zh) 用于监控食品制备的装置和方法
JP7585589B2 (ja) 生鮮食品現状情報記録更新装置、生鮮食品現状情報記録更新システム、生鮮食品現状情報記録更新方法、及び生鮮食品現状情報記録更新プログラム
KR102726357B1 (ko) 신선 식품의 품질 예측에 기반한 무인 판매대의 품질 관리 방법 및 가격 결정 시스템
US20230215293A1 (en) System and method for designing food and beverage flavor experiences
CN118247017A (zh) 一种面向元宇宙电商平台的商品视频智能推送方法及系统
US20140089088A1 (en) Purchase management apparatus, purchase management method, purchase management program and storage medium
US20220137019A1 (en) Hyperspectral computer vision aided time series forecasting for every day best flavor
Liu et al. Modeling eBay price using stochastic differential equations
WO2024238364A2 (en) Systems and methods for predicting product sensory shelf life progression using machine-learning
TWI653586B (zh) 食用時期計算方法、食用時期計算系統以及記錄介質
WO2021200915A1 (ja) 学習装置、生鮮品の収容装置およびプログラム
CN116869044A (zh) 果品催熟及其控制方法及电子设备
KR102674504B1 (ko) 과일의 숙성도 판별 정보를 기반으로 한 물류 처리 방법
WO2024238375A2 (en) Systems and methods for using qsar data to adapt products for regions
CN117408734A (zh) 基于物联网设备的客户信息智能管理系统
US11175807B1 (en) Intelligent contextual video thumbnail display
JP2026019021A (ja) 果樹収穫支援装置、推論装置、機械学習装置、果樹収穫支援方法、推論方法、及び、機械学習方法
Mondal et al. Shelf-life Prediction by Time-Delayed Neural Network (TDNN)
CN117273869B (zh) 一种基于用户数据的农产品智能推送方法、系统、装置以及介质

Legal Events

Date Code Title Description
STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE

PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE

17P Request for examination filed

Effective date: 20251205

AK Designated contracting states

Kind code of ref document: A2

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC ME MK MT NL NO PL PT RO RS SE SI SK SM TR