Wide-Band Lambda Probe Offset Correction Using Regression Signals

Resolve Bottlenecks,
Find Innovative Solutions
Generate Solutions

Solution Overview

Problem

Conventional methods for operating wide-band lambda probes require additional sensors and filters to compensate for interference, and direct comparisons of pump current or lambda values can be inefficient.

Innovation Solution

A method using only signals from the lambda probe itself, employing a regression line calculated from measured value pairs to implicitly compensate for interference, allowing for the identification and correction of pump current or lambda offsets without additional sensors or filters, utilizing the method of least squares for low memory and computing requirements.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Device complexity

If direct comparison of pump current or lambda values is used, then the method is simple, but measurement precision deteriorates due to interference

Engineering Contradiction:
Improvemethod simplicityVSAvoidlambda value accuracy
Core Design Contradiction:
Device complexityVSMeasurement precision

Solution Approach 1:

The patent introduces a regression line as an intermediary element that mediates between the measured pump current/voltage signals and the final lambda value determination. Instead of directly comparing raw signals, the regression line serves as a reference model that accounts for interference and aging effects, allowing accurate offset identification while maintaining method simplicity

Inventive Principle:
Principle #24Intermediary (Mediator)

Solution Approach 2:

The patent implements a feedback mechanism where the regression line is continuously updated based on measured value pairs from the lambda probe. This feedback loop allows the system to adapt to changing conditions and maintain measurement precision without requiring additional sensors or complex filtering, as the regression line automatically compensates for interference

Inventive Principle:
Principle #23Feedback

2Measurement precision

If additional sensors or filters are added to compensate for interference, then measurement precision improves, but device complexity increases

Engineering Contradiction:
Improvelambda value accuracyVSAvoidsensor and filter quantity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The lambda probe performs self-diagnosis and self-adjustment by using its own signals (pump current, pump voltage) to identify offsets through regression line analysis. The system is self-sufficient and does not require additional sensors or filters, as the regression line methodology inherently compensates for interference and aging effects using only the probe's inherent signals

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The patent changes the approach from directly using raw sensor signals to using processed parameters (measured value pairs) that are fitted to a regression line. This parameter transformation allows the system to extract accurate lambda values while filtering out interference through the regression analysis, eliminating the need for additional physical filters or sensors

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

Enhances measuring accuracy by implicitly compensating for interference, reducing the need for additional filters and sensors, and enabling effective self-adjustment and diagnosis of wide-band lambda probes.

Implementation Method 1

a ceramic sensor element (112), in particular a sensor element having an electrochemical pump cell (116) and an electrochemical Nernst cell (216)

Methodology Applied
Scientific EffectIon conduction: Conduction (electrical)

Implementation Method 2

the electrochemical pump cell (116) having an outer pump electrode (118) which is directly exposed to the exhaust gas and an inner pump electrode (118') which is situated in the cavity (130), and a first solid electrolyte (120) disposed between the outer pump electrode (118) and the inner pump electrode (118')

Methodology Applied
Scientific EffectElectrochemical pump: Pump

Implementation Method 3

the electrochemical Nernst cell (216) has a Nernst electrode (218), which is situated in the cavity (130), and a reference electrode (218'), which is situated in a reference gas chamber (204), and a second solid electrolyte (120') disposed between the Nernst electrode (218) and the reference electrode (218')

Methodology Applied
Scientific EffectNernst effect: Nernst Effect

Data Source

PatentUS12535459B2Method for operating a wide-band lambda probe
Publication Date: 2026.01.27 ROBERT BOSCH GMBH
  • US12535459B2 patent drawing
  • US12535459B2 patent drawing
  • US12535459B2 patent drawing

AI summary

A method for operating a wide-band lambda probe. The method includes controlling the Nernst voltage to a predefined setpoint value by setting the pump voltage and/or the pump current, measuring the pump voltage and/or the pump current and/or the lambda value, forming measured value pairs based on measured measuring values of the pump voltage, the pump current and/or the lambda value, calculating a regression line based on the measured value pairs in order to approximate a predefined part of a reference characteristic curve of the pump voltage, and ascertaining a pump current offset and/or lambda offset based on the regression line.