Graphene Polymer Sweat Sensor Without Reference Electrode

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Solution Overview

Problem

Current sweat sensors are expensive, complex, require skin contact, and are not suitable for everyday use due to their reliance on reference electrodes and power supply, making them impractical for widespread adoption in fitness and health monitoring.

Innovation Solution

A multi-composite electrochemical cell using a thin polymer membrane with integrated graphene nanoplatelets and metal phases, which generates a voltage signal based on sweat ion concentration without the need for skin contact or external power, allowing for a low-cost, reusable, and washable sweat sensor.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If potentiometric sensors with reference electrodes are used, then measurement precision is improved, but device complexity and cost increase

Engineering Contradiction:
Improvesweat ion concentration detection accuracyVSAvoidsensor structure complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent extracts and eliminates the reference electrode component from the sensor system. By using a single working electrode with a selective membrane that directly measures ion activity in sweat, the complex potentiometric system with reference electrodes is simplified into a more manageable configuration that maintains measurement capability while reducing structural complexity

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The selective membrane serves multiple functions: it acts as both the sensing element for ion detection and the reference component traditionally provided by separate reference electrodes. This multi-functional design integrates what were previously separate components into a unified structure, reducing overall device complexity

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

2Measurement precision

If potentiometric sensors with reference electrodes are used, then measurement precision is improved, but manufacturing cost increases

Engineering Contradiction:
Improvesweat ion concentration detection accuracyVSAvoidsensor production cost
Core Design Contradiction:
Measurement precisionVSEase of manufacture

Solution Approach 1:

By removing the reference electrode assembly from the sensor design, the patent eliminates the need to manufacture, calibrate, and assemble multiple electrode components. This extraction of unnecessary elements directly reduces manufacturing complexity and associated costs while preserving the core measurement function through the selective membrane

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The patent adopts a disposable sensor design where the entire sensor including the selective membrane is designed for single use. This approach eliminates the need for expensive, precision-matched reference electrodes that require careful calibration and maintenance, replacing them with a simpler, cheaper, single-use configuration that reduces overall system cost

Inventive Principle:
Principle #27Cheap short-living objects (Disposable)

3Ease of operation

If conductivity sensors are used, then ease of operation is improved, but reliability deteriorates due to evaporation and salt interference

Engineering Contradiction:
Improvesensor usabilityVSAvoidmeasurement stability
Core Design Contradiction:
Ease of operationVSReliability

Solution Approach 1:

The selective membrane acts as an intermediary barrier between the sensor electrode and the sweat solution. This membrane selectively allows certain ions to pass through while blocking others, providing a stable and specific measurement interface that is not affected by evaporation or interference from non-target salts in the sweat, thereby improving measurement reliability

Inventive Principle:
Principle #24Intermediary (Mediator)

Solution Approach 2:

The selective membrane utilizes porous material properties to enable selective ion transport. The controlled porosity allows target ions to reach the electrode while blocking interfering substances, maintaining reliable measurements even under varying environmental conditions such as evaporation, without compromising ease of operation

Inventive Principle:
Principle #31Porous materials

4Measurement precision

If sensors requiring skin contact are used, then measurement precision is improved, but ease of operation and adaptability worsen

Engineering Contradiction:
Improvesweat detection accuracyVSAvoidwearable application flexibility
Core Design Contradiction:
Measurement precisionVSAdaptability or versatility

Solution Approach 1:

The patent employs a flexible substrate and thin-film selective membrane that can conform to various surfaces. This flexible construction allows the sensor to be integrated into wearable items such as clothing, bands, or patches, enabling sweat collection and measurement without direct skin contact while maintaining measurement precision through the selective membrane's ion detection capability

Inventive Principle:
Principle #30Flexible shells and thin films

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 sensor provides immediate and accurate detection of sweat ion concentrations, enabling real-time monitoring of physiological parameters without the need for specialized personnel or complex manufacturing processes, and can be used for both health monitoring and low-energy applications.

Implementation Method 1

an electrochemical cell consisting of a polymer composite material incorporating in said polymer one or more conductive phases (conductive filler) and usable in the presence of a saline solution adapted to close the circuit and generate a voltage at the heads of the aforementioned membrane

Methodology Applied
Scientific EffectElectrochemical reactions: Redox Reactions

Data Source

PatentEP4373401B1Wearable and flexible electrochemical sweat sensor consisting of a polymer composite membrane containing graphene
Publication Date: 2025.06.25 UNIVERSITA DEGLI STUDI DI ROMA LA SAPIENZA
  • EP4373401B1 patent drawingFigure 1~2c
  • EP4373401B1 patent drawingFigure 3(a)~5
  • EP4373401B1 patent drawingFigure 6(a)~7

AI summary

A multi-composite electrochemical cell substantially consists of a thin polymer membrane comprising three different adjacent sectors (S1, S2, S3), which are made of the same appropriately seamlessly modified polymer, incorporating in said polymer one or more conductive phases, or conductive fillers, such as graphene, metal, or a combination thereof. In the first sector (S1) the polymer material incorporates graphene nanoplatelets and acts as a cathode; in the second sector (S2), interposed between the other two, the polymer material acts as an insulating spacer; in the third sector (S3) the polymer material incorporates graphene nanoplatelets and a metal filler or immersed metal contact rheophore, with negative standard reduction potential, and acts as an anode; wherein said metal filler is in the form of dispersed powder or dispersed flakes, or of a thin sheet incorporated in the polymer.