Inverter Current Sensor Thermal Prediction for Dynamic Power Derating

Resolve Bottlenecks,
Find Innovative Solutions
Generate Solutions

Solution Overview

Problem

Existing electric drive systems face challenges in preventing overheating of inverter components, particularly current sensors, due to conservative time-based current limits that can de-rate the system unnecessarily, and direct temperature measurement increases hardware complexity and cost.

Innovation Solution

A thermal model of the current sensor is developed using parameter values derived from testing, allowing the controller to predict and manage temperatures, reducing power output when predicted temperatures exceed thresholds, thus preventing overheating without unnecessary de-rating.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If time-based current limits are used to protect inverter components from overheating, then component reliability is improved, but system productivity deteriorates due to unnecessary de-rating

Engineering Contradiction:
Improvecomponent reliabilityVSAvoidsystem productivity
Core Design Contradiction:
ReliabilityVSProductivity

Solution Approach 1:

The patent changes the protection parameter from time-based current limits to temperature-based control using a thermal model. The controller predicts current sensor temperature based on thermal parameters and operating conditions, then adjusts current limits dynamically according to predicted temperature rather than applying fixed time-based de-rating. This resolves the contradiction by maintaining reliability through accurate temperature prediction while avoiding unnecessary productivity loss.

Inventive Principle:
Principle #35Parameter changes

2Measurement precision

If direct temperature measurement of current sensor is implemented, then temperature monitoring accuracy is improved, but device complexity increases

Engineering Contradiction:
Improvetemperature monitoring accuracyVSAvoiddevice complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent creates a virtual copy of the current sensor's thermal behavior through a thermal model that replicates temperature characteristics without physical sensing. The model uses thermal parameters (thermal resistance, thermal capacitance) and operating conditions to predict temperature, eliminating the need for physical temperature sensors on current sensors. This resolves the contradiction by achieving accurate temperature monitoring through mathematical modeling rather than direct physical measurement.

Inventive Principle:
Principle #26Copying

3Reliability

If conservative current limits are applied to prevent overheating, then component reliability is improved, but power output deteriorates

Engineering Contradiction:
Improvecomponent reliabilityVSAvoidpower output
Core Design Contradiction:
ReliabilityVSPower

Solution Approach 1:

The patent transitions from static conservative current limits to dynamic current limits that adapt to real-time thermal conditions. The controller continuously predicts current sensor temperature using the thermal model and adjusts current limits dynamically based on predicted temperature and cooling conditions. This resolves the contradiction by allowing higher power output when thermal conditions permit while maintaining reliability when temperatures approach limits.

Inventive Principle:
Principle #15Dynamics

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 effectively maintains inverter temperatures below critical thresholds without increasing hardware complexity or cost, ensuring optimal performance by only de-rating the system when necessary.

Implementation Method 1

The parameter values of the current sensor are obtainable from a thermal model of the current sensor. In an embodiment, the thermal model of the current sensor is derived from testing a test version of the inverter under a plurality of drive cycles

Methodology Applied
Scientific EffectThermal modeling:

Implementation Method 2

The temperature of the switch may be sensed by a temperature sensor (e.g., thermistor) incorporated with the switch, wherein the controller is in communication with the temperature sensor

Methodology Applied
Scientific EffectTemperature sensing: Thermistor

Data Source

PatentUS11811349B2Method and system for regulating electric drive system according to predicted temperature of inverter current sensor to prevent overheating
Publication Date: 2023.11.07 FORD GLOBAL TECH LLC
  • US11811349B2 patent drawing
  • US11811349B2 patent drawing
  • US11811349B2 patent drawing

AI summary

An electric drive system includes a controller and an inverter having a switch and a current sensor. The controller reduces power output of the inverter while a sensed temperature of the switch, a sensed current from the inverter, and parameter values of the current sensor are indicative of a predicted temperature of the current sensor being greater than a threshold to maintain inverter temperature lower than the threshold. The parameter values are obtainable from a thermal model of the current sensor. The thermal model is derived from testing a test version of the inverter under different drive cycles in which for each drive cycle a set of information is recorded including a sensed temperature of a switch of the inverter test version, a sensed current output from the inverter test version, and a sensed temperature of a current sensor of the inverter test version.