Surface Temperature Estimation Using Segmented Thermal Models

Resolve Bottlenecks,
Find Innovative Solutions
Generate Solutions

Solution Overview

Problem

Portable electronic devices face challenges in accurately estimating surface temperature due to shape constraints, which hinder effective cooling, leading to insufficient heat dissipation and potential overheating, especially when multiple heat sources are involved, as traditional methods struggle with rapid temperature changes and complex thermal paths.

Innovation Solution

An electronic apparatus with a processor that calculates heat source temperatures using a first heat transfer model not accounting for transient responses to temperature sensors, and then estimates surface temperature using a second heat transfer model that includes parameters for transient responses to the housing surface, allowing for timely and accurate control of heat sources to reduce surface temperature.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If multiple temperature sensors are used to measure temperatures at multiple internal locations, then estimation accuracy of surface temperature is improved, but computational effort increases significantly

Engineering Contradiction:
Improvesurface temperature estimation accuracyVSAvoidcomputational effort
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent divides the thermal system into distinct segments: heat sources, intermediate temperature sensors, and the housing surface. By segmenting the thermal paths and assigning different modeling approaches to different segments, the system handles multiple heat sources and sensors without requiring a single complex model that would demand excessive computational resources.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent changes the parameters used in different parts of the thermal model. The first heat transfer model uses parameters suitable for heat source to sensor calculation, while the second model uses different parameters optimized for sensor to surface calculation. This parameter differentiation allows accurate surface temperature estimation without requiring a computationally intensive unified model.

Inventive Principle:
Principle #35Parameter changes

2Measurement precision

If transient response parameters are included in the heat transfer model, then accuracy for rapid temperature changes is improved, but computational effort increases

Engineering Contradiction:
Improvetransient temperature estimation accuracyVSAvoidcomputational effort
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent applies local quality by using different model complexities in different parts of the thermal system. The first heat transfer model (heat source to sensor) uses a simpler approach without transient response parameters, while the second model (sensor to surface) incorporates transient response parameters. This localized application of model complexity optimizes accuracy where needed while minimizing overall computational burden.

Inventive Principle:
Principle #3Local quality

3Speed

If heat transfer paths are made shorter to reduce thermal delay, then response time is improved, but device design flexibility is reduced

Engineering Contradiction:
Improveheat transfer response speedVSAvoiddevice design flexibility
Core Design Contradiction:
SpeedVSAdaptability or versatility

Solution Approach 1:

The patent introduces an intermediary computational approach that bridges the gap between physical distance and thermal response. By using a two-stage heat transfer model with intermediate temperature sensors as mediators, the system can accurately estimate surface temperature even when direct heat transfer paths are long or complex, without requiring physical redesign to shorten thermal paths.

Inventive Principle:
Principle #24Intermediary (Mediator)

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 enables timely and accurate estimation of surface temperature, reducing computational effort and improving the accuracy of heat source control, thereby enhancing cooling efficiency and preventing overheating in portable devices.

Implementation Method 1

calculating heat source temperatures of a plurality of heat sources disposed on the substrate from temperatures measured by the temperature sensors by using a first heat transfer model not including a first parameter representing a transient response of heat transfer from the heat sources to the temperature sensors; and calculating a surface temperature of the surface of the housing from the heat source temperatures by using a second heat transfer model including the first parameter and a second parameter representing a transient response of heat transfer from the heat sources to the surface

Methodology Applied
Scientific EffectHeat transfer: Conduction (thermal)

Data Source

PatentUS10409301B2Electronic apparatus and surface temperature calculation method
Publication Date: 2019.09.10 FUJITSU LTD
  • US10409301B2 patent drawing
  • US10409301B2 patent drawing
  • US10409301B2 patent drawing

AI summary

An electronic apparatus includes a housing; a substrate disposed on the inner side of the housing; a plurality of temperature sensors disposed on the substrate; and a processor. The processor performs a procedure including calculating heat source temperatures of a plurality of heat sources disposed on the substrate from temperatures measured by the temperature sensors by using a first heat transfer model not including a first parameter representing a transient response of heat transfer from the heat sources to the temperature sensors; and calculating a surface temperature of a surface of the housing from the heat source temperatures by using a second heat transfer model including the first parameter and a second parameter representing a transient response of heat transfer from the heat sources to the surface.