Fuel Cell Sensor Diagnostics via Water Buffer Model

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Solution Overview

Problem

Fuel cell stack operation is compromised due to inaccurate readings from relative humidity (RH) sensors or high frequency resistance (HFR) circuits, leading to potential stack instability from misinterpretation of water content, especially when these sensors or circuits fail or drift, causing incorrect adjustments in water transfer models.

Innovation Solution

A system and method that utilizes a water vapor transfer unit to increase cathode inlet air humidity, coupled with a water buffer model and HFR or RH sensor signals to correct for degradation, and includes diagnostics to identify sudden jumps, slow drifts, and humidification rationality to determine if the RH sensor or HFR circuit is operating properly, thereby preventing stack instability.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If RH sensor or HFR circuit is used to measure water content in fuel cell stack, then water content monitoring capability is improved, but measurement reliability deteriorates due to sensor failure or drift

Engineering Contradiction:
Improvewater content measurement capabilityVSAvoidsensor operation reliability
Core Design Contradiction:
Measurement precisionVSReliability

Solution Approach 1:

The patent implements a feedback mechanism where the controller continuously monitors HFR measurements and compares them against expected values based on operating conditions. When the HFR measurement deviates from the expected range, the system generates a diagnostic indication that the HFR circuit may be failing, allowing the control system to respond by adjusting humidification strategies or alerting operators.

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The patent introduces an intermediate diagnostic layer between the HFR measurement and the control decision. Rather than directly trusting the HFR signal, the system uses a diagnostic routine that acts as an intermediary to validate the measurement's plausibility based on physical constraints and operating conditions, thereby filtering out erroneous readings before they affect control actions.

Inventive Principle:
Principle #24Intermediary (Mediator)

2Measurement precision

If water transfer model is continuously adjusted based on sensor readings, then humidification control accuracy is improved, but system stability deteriorates when sensors fail or drift

Engineering Contradiction:
Improvehumidification control accuracyVSAvoidstack operation stability
Core Design Contradiction:
Measurement precisionVSStability of the object's composition

Solution Approach 1:

The patent applies preliminary anti-action by proactively detecting sensor failures through diagnostic routines before they can significantly impact stack performance. The system continuously checks the plausibility of HFR measurements against physical constraints and operating conditions, and when a failure is detected, it takes corrective action by stopping model adjustments based on that sensor data, thereby preventing the instability that would otherwise result from acting on erroneous readings.

Inventive Principle:
Principle #9Preliminary anti-action

Solution Approach 2:

The system performs preliminary validation of sensor readings through diagnostic routines that assess whether measurements are physically plausible before using them to adjust the water transfer model. This preliminary action ensures that only valid measurements drive model adjustments, preventing premature or incorrect control actions that could destabilize stack operation.

Inventive Principle:
Principle #10Preliminary action

3Reliability

If diagnostic routines are added to validate sensor readings, then measurement reliability is improved, but device complexity increases

Engineering Contradiction:
Improvesensor reading validityVSAvoidcontrol system complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The patent implements multi-functionality by designing the controller to serve multiple purposes: it not only controls humidification based on HFR measurements but also performs diagnostic validation of those measurements and generates failure indications. This universal approach consolidates multiple functions into a single control unit, avoiding the need for separate dedicated diagnostic hardware and thereby limiting the increase in overall system complexity.

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

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

The method effectively identifies and corrects for sensor failures, ensuring accurate water content estimation and maintaining stack stability by distinguishing between valid and invalid sensor readings, thus preventing flooding or dry-out issues.

Implementation Method 1

a water vapor transfer (WVT) unit (34) that increases the water content of the cathode inlet air (16) by transferring water vapor from a cathode outlet gas (18)

Methodology Applied
Scientific EffectWater vapor transfer through membrane: Permeation

Implementation Method 2

a high frequency resistance (HFR) measuring circuit (40) that measures stack water content

Methodology Applied
Scientific EffectHigh frequency resistance measurement: Electrical Resistance

Implementation Method 3

a relative humidity (RH) sensor (38) that measures the relative humidity of the cathode inlet air (16)

Methodology Applied
Scientific EffectRelative humidity sensing: Hygrometer

Data Source

PatentUS9153828B2Method to diagnose fuel cell humidification problems
Publication Date: 2015.10.06 GM GLOBAL TECHNOLOGY OPERATIONS LLC
  • US9153828B2 patent drawing
  • US9153828B2 patent drawing
  • US9153828B2 patent drawing

AI summary

A system and method for determining if an RH sensor that measures the relative humidity of cathode inlet air provided to a fuel cell stack or an HFR circuit that measures stack water content is operating properly. The method provides the cathode inlet air through a WVT unit that increases the water content of the cathode inlet air. The method uses a water buffer model for determining the water content of the fuel cell stack based on inputs from a plurality of system components and revises a water transfer model using the HFR humidification signal or the RH signal to correct for WVT unit degradation. The method determines whether the RH sensor or the HFR circuit is operating properly, such as by determining if the HFR humidification signal is increasing at a rate that is faster than what the stack water content is able to increase.