Estrus Detection via Activity Switch Scores

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Solution Overview

Problem

Current methods for detecting estrus in mammals, particularly cows, are unreliable and costly, especially for silent estrus, which lacks behavioral changes, making it difficult to determine the optimal time for insemination and affecting farm efficiency.

Innovation Solution

A method involving the collection of activity data using motion detectors or visual monitoring systems to calculate relative activity switch scores, which indicate the likelihood of estrus by comparing activity patterns against estimated distributions, and utilizing machine learning models for more accurate estrus detection.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If ultrasound technology or progesterone level measurement is used for estrus detection, then measurement precision is improved, but device complexity and cost increase

Engineering Contradiction:
Improveestrus detection accuracyVSAvoiddetection system complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent replaces complex medical imaging (ultrasound) and biochemical analysis (progesterone measurement) with simple mechanical motion detection using accelerometers and gyroscopes. The system detects estrus through changes in movement patterns, switching counts, and activity levels, eliminating the need for expensive and complex diagnostic equipment while maintaining detection accuracy.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The invention uses low-cost, disposable motion sensors that can be attached to animals rather than expensive reusable medical equipment. These simple sensors track movement patterns and switching behaviors to detect estrus, providing an economical alternative to ultrasound machines and laboratory testing facilities.

Inventive Principle:
Principle #27Cheap short-living objects (Disposable)

2Ease of operation

If traditional behavioral observation is used for estrus detection, then ease of operation is improved, but reliability deteriorates due to silent estrus cases

Engineering Contradiction:
Improvedetection method simplicityVSAvoidestrus detection reliability
Core Design Contradiction:
Ease of operationVSReliability

Solution Approach 1:

The patent introduces motion sensors as an intermediary between the animal's physiological state and the observer. Instead of directly observing behavior, the system uses sensors to capture subtle movement patterns, switching frequencies, and activity changes that indicate estrus, even in silent cases where behavioral signs are absent. This intermediary measurement layer bridges the gap between simple observation and reliable detection.

Inventive Principle:
Principle #24Intermediary (Mediator)

Solution Approach 2:

The system monitors multiple dynamic parameters including movement intensity, switching frequency between activities, and activity duration patterns. By tracking changes in these parameters over time rather than relying on single static observations, the system can detect estrus through subtle physiological changes that precede or accompany behavioral changes, improving reliability while maintaining operational simplicity.

Inventive Principle:
Principle #35Parameter changes

Data Source

PatentUS20240065233A1Method and system for estrus detection of a mammal
Publication Date: 2024.02.29 NEDAP
  • US20240065233A1 patent drawing
  • US20240065233A1 patent drawing
  • US20240065233A1 patent drawing

AI summary

A method for estrus detection of a mammal is provided. Activity data is obtained that is indicative of a degree and/or type of activity as a function of time for an activity of the mammal, wherein an indicated degree and/or type of activity is selected from at least two potential indications for a degree and/or type of activity. Based on the activity data, one or more activity switch counts are determined. The activity switch counts are indicative of a number of switches in indicated type and/or degree of activity during an evaluation time interval of a predetermined duration. Respective relative activity switch scores are computed for the activity switch counts. On the basis of the respective relative activity switch scores it is determined whether the mammal is in estrus.