Charge Air Cooler Condensation Estimation Using Oxygen Sensor

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Solution Overview

Problem

Turbocharged and supercharged engines face issues with engine misfire and combustion instability due to condensate formation in the charge air cooler (CAC), which existing methods fail to fully address, especially under humid or rainy conditions and with low-pressure exhaust gas recirculation (EGR) increasing water vapor concentrations.

Innovation Solution

A method that adjusts engine actuators based on water storage at the CAC, using an oxygen sensor positioned downstream of the CAC, ambient humidity, and EGR flow measurements to determine the water accumulation rate, allowing for reduced condensate formation and evacuation of condensate from the CAC, thereby stabilizing combustion.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Object-generated harmful factors

If the cooling efficiency of the CAC is decreased to reduce condensate formation, then condensate formation is reduced, but the CAC cannot remove excess heat effectively

Engineering Contradiction:
Improvecondensate formationVSAvoidcharge air temperature
Core Design Contradiction:
Object-generated harmful factorsVSTemperature

Solution Approach 1:

The patent dynamically adjusts CAC cooling efficiency based on real-time condensate storage estimates. The system varies cooling efficiency between different operating states (high efficiency when condensate is low, reduced efficiency when condensate risk is high) rather than maintaining a fixed cooling level, thus resolving the contradiction between heat removal and condensate prevention

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The system changes the cooling efficiency parameter of the CAC based on detected conditions. By adjusting the cooling parameter dynamically according to ambient humidity, temperature, and condensate storage estimates, the system optimizes both heat removal effectiveness and condensate formation prevention

Inventive Principle:
Principle #35Parameter changes

2Stability of the object's composition

If engine actuators are adjusted to increase combustion stability during condensate ingestion, then combustion stability improves, but engine power may be reduced

Engineering Contradiction:
Improvecombustion stabilityVSAvoidengine power
Core Design Contradiction:
Stability of the object's compositionVSPower

Solution Approach 1:

The system performs preliminary actions to prevent condensate ingestion by estimating water storage in the CAC ahead of time. By proactively adjusting CAC cooling efficiency or triggering condensate evacuation before significant condensate accumulation occurs, the system avoids the need for combustion stability corrections, thereby maintaining both power and stability

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The system uses feedback from oxygen sensors and environmental sensors to continuously monitor conditions indicative of condensate formation. This feedback loop enables real-time adjustments to CAC operation or engine actuators only when necessary, optimizing the balance between combustion stability and engine power

Inventive Principle:
Principle #23Feedback

3Device complexity

If existing water storage estimation methods are used, then estimation is simple, but accuracy deteriorates when EGR is flowing

Engineering Contradiction:
Improveestimation method complexityVSAvoidwater storage estimation accuracy
Core Design Contradiction:
Device complexityVSMeasurement precision

Solution Approach 1:

The patent introduces an intermediary approach by using oxygen sensor readings as a proxy indicator for water vapor concentration in the CAC. Since direct water measurement is difficult, the oxygen sensor serves as an intermediary measurement tool that indirectly indicates condensate formation trends, maintaining simplicity while improving accuracy under EGR conditions

Inventive Principle:
Principle #24Intermediary (Mediator)

Solution Approach 2:

The system uses oxygen sensor data in combination with environmental sensors and EGR flow information to partially compensate for the limitations of any single measurement method. By aggregating multiple partial indicators, the system achieves more accurate water storage estimation without requiring complex direct measurement equipment

Inventive Principle:
Principle #16Partial or excessive action

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 reduces condensate formation in the CAC and decreases engine misfire and combustion instability by accurately estimating water storage and adjusting engine operations accordingly, even during EGR flow.

Implementation Method 1

the oxygen sensor may be used to determine an amount of water exiting the CAC

Methodology Applied
Scientific EffectOxygen sensing:

Implementation Method 2

Condensate may form in the CAC when the ambient air temperature decreases, or during humid or rainy weather conditions, where the intake air is cooled below the water dew point

Methodology Applied
Scientific EffectCondensation: Condensation

Data Source

PatentUS9416740B2Method for estimating charge air cooler condensation storage with an intake oxygen sensor while exhaust gas recirculation is flowing
Publication Date: 2016.08.16 FORD GLOBAL TECH LLC
  • US9416740B2 patent drawing
  • US9416740B2 patent drawing
  • US9416740B2 patent drawing

AI summary

Methods and systems are provided for estimating water storage in a charge air cooler (CAC). In one example, an amount of water accumulating in the CAC may be based on an output of an oxygen sensor positioned downstream of the CAC, ambient humidity, and EGR flow while EGR is flowing. Additionally, engine actuators may be adjusted to purge condensate from the CAC and/or reduce condensate formation based on the amount of water inside the CAC.