Portable Device Temperature Sensing Using Weighted Sensor Fusion

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Solution Overview

Problem

Existing portable electronic devices struggle to accurately sense external temperatures due to variations in environmental conditions, particularly when submerged in water or exposed to different heat transfer characteristics.

Innovation Solution

The device employs multiple temperature sensors positioned on various internal components, combined with machine learning algorithms to generate weighted temperature measurements and adjustment factors, allowing it to estimate external temperatures by correlating sensor readings with environmental conditions.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If a single temperature sensor is used in the electronic device, then the device complexity is reduced, but the temperature measurement precision deteriorates due to inability to account for different heat transfer characteristics in various environments

Engineering Contradiction:
Improvetemperature measurement precisionVSAvoiddevice complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent divides the temperature sensing function into multiple segments by deploying several temperature sensors at different locations within the device (e.g., near processor, battery, display). Each sensor captures temperature data from its specific zone, allowing the system to account for different heat transfer characteristics in various environments through segmented measurement points

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The multiple temperature sensors serve universal purposes: they monitor internal component temperatures for thermal management and simultaneously enable external environment temperature estimation by analyzing the relationship between internal sensor readings and known heat transfer models. This multi-functionality resolves the contradiction by making the additional sensors beneficial for both device protection and environmental sensing

Inventive Principle:
Principle #6Universality (Multi-functionality)

2Measurement precision

If multiple temperature sensors are deployed at different locations, then the temperature estimation accuracy for different environments is improved, but the device complexity increases

Engineering Contradiction:
Improveenvironmental temperature estimation accuracyVSAvoidsensor system complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent performs preliminary characterization of heat transfer characteristics between different internal locations and the external environment during device design and calibration. By pre-establishing the thermal coupling relationships and storing them in lookup tables or calibration data, the system avoids complex real-time calculations, thereby improving environmental temperature estimation accuracy without proportionally increasing operational complexity

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The system creates a thermal model that copies the physical thermal relationships within the device into a computational representation. This virtual thermal model allows the processor to estimate external temperatures by mapping internal sensor readings through pre-characterized heat transfer pathways, achieving accurate environmental sensing without requiring direct physical measurement at every location

Inventive Principle:
Principle #26Copying

3Reliability

If temperature sensors are positioned near internal components, then the internal temperature monitoring is improved, but the external environment sensing accuracy deteriorates due to interference from component heat

Engineering Contradiction:
Improveinternal component temperature monitoringVSAvoidexternal environment temperature estimation
Core Design Contradiction:
ReliabilityVSMeasurement precision

Solution Approach 1:

The patent implements a feedback mechanism where the processor continuously monitors internal temperature sensor readings and uses them to dynamically adjust the environmental temperature estimation. By feeding the internal temperature data back into the thermal model, the system compensates for the heat interference from internal components, allowing accurate external environment sensing despite the proximity of sensors to heat-generating components

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The system dynamically changes the parameters used in temperature estimation based on internal component states. When internal components are active and generating heat, the processor adjusts the heat transfer coefficients or selects different calibration data that account for the elevated internal temperatures. This parameter adaptation allows the system to maintain accurate external environment sensing while sensors remain positioned near internal components for reliable internal monitoring

Inventive Principle:
Principle #35Parameter changes

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

This approach provides accurate temperature estimation of external environments, enhancing user experience in various activities such as swimming or hiking by accounting for heat transfer differences in dry and aqueous conditions.

Implementation Method 1

a first temperature sensor of a set of temperature sensors can be positioned adjacent a first internal component and can provide a first signal having a first temperature measurement of a first region surrounding the first sensor

Methodology Applied
Scientific EffectTemperature sensing:

Data Source

PatentEP4075113B1Temperature sensing with a portable electronic device
Publication Date: 2025.04.02 APPLE INC
  • EP4075113B1 patent drawingFigure 1A
  • EP4075113B1 patent drawingFigure 1B~1C
  • EP4075113B1 patent drawingFigure 1D

AI summary

A portable electronic device can include a housing at least partially defining an internal volume, a set of temperature sensors disposed in the internal volume, a display assembly, and a processor or main logic board. The set of temperature sensors can be positioned adjacent to or affixed to components of the portable electronic device. The processor can determine a temperature of an environment based on an adjustment factor and weighted temperature measurements taken by a subset of the set of temperature sensors.