Functionalized Reduced Graphene Oxide Percolation Network

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Solution Overview

Problem

Current sensors, particularly those for environmental monitoring, face challenges in achieving low-cost production with improved sensitivity, and existing graphene-based devices struggle with stability and manufacturing issues due to the hydrophobic nature of reduced graphene oxide flakes and the use of toxic materials like quantum dots.

Innovation Solution

A percolation network of functionalized reduced graphene oxide flakes with a surfactant to enhance even distribution, alignment, and overlapping arrangements, allowing for charge carrier hopping and detectable responses to stimuli like light, strain, and humidity, formed using a stable ink that can be printed and processed into thin films.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If reduced graphene oxide flakes are used to create sensors, then sensitivity can be improved, but manufacturing stability and reliability deteriorate due to hydrophobic nature and aggregation

Engineering Contradiction:
Improvesensor sensitivityVSAvoidmanufacturing stability
Core Design Contradiction:
Measurement precisionVSReliability

Solution Approach 1:

The patent introduces surfactants as intermediary substances that mediate between the hydrophobic reduced graphene oxide flakes and the aqueous environment. The surfactants adsorb onto the flake surfaces, providing steric stabilization and preventing aggregation, thereby enabling stable suspension and reliable manufacturing while preserving the high sensitivity of the graphene-based sensor material.

Inventive Principle:
Principle #24Intermediary (Mediator)

Solution Approach 2:

The patent modifies the surface properties of reduced graphene oxide flakes by changing their chemical parameters through functionalization with surfactants. This parameter change transforms the hydrophobic surface into a hydrophilic or amphiphilic surface, altering the interaction with the surrounding medium and preventing unwanted aggregation, thus improving manufacturing reliability without compromising sensitivity.

Inventive Principle:
Principle #35Parameter changes

2Measurement precision

If quantum dots and additional light-absorbing materials are used to enhance sensor performance, then sensitivity improves, but device complexity and manufacturing difficulty increase

Engineering Contradiction:
Improvedetection sensitivityVSAvoidmaterial composition complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent extracts and eliminates the need for additional light-absorbing materials such as quantum dots by utilizing the intrinsic optical properties of the reduced graphene oxide flakes themselves. The flakes naturally absorb light across a broad spectrum, and this absorption is sufficient for sensor operation, thereby simplifying the material composition and reducing device complexity while maintaining detection sensitivity.

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The reduced graphene oxide flakes serve multiple functions simultaneously: they provide the conductive pathway for charge carrier transport, exhibit light-absorbing properties for detection, and when functionalized with surfactants, provide colloidal stability. This multi-functionality eliminates the need for separate quantum dots or light-absorbing layers, reducing overall device complexity.

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

3Ease of manufacture

If reduced graphene oxide flakes are functionalized with surfactants to improve distribution, then manufacturing ease improves, but the structure becomes more complex

Engineering Contradiction:
Improveflake distribution controlVSAvoidfunctionalization complexity
Core Design Contradiction:
Ease of manufactureVSDevice complexity

Solution Approach 1:

The patent applies parameter changes by modifying the surface chemistry of reduced graphene oxide flakes through surfactant functionalization. This chemical modification alters surface energy, wettability, and interfacial interactions, enabling uniform distribution and stable suspension in aqueous media, thereby significantly improving ease of manufacture despite the added functionalization step.

Inventive Principle:
Principle #35Parameter changes

Solution Approach 2:

The patent creates a composite structure by combining reduced graphene oxide flakes with surfactant molecules. This composite material integrates the excellent electrical and optical properties of graphene with the stabilizing and dispersing capabilities of surfactants, achieving both improved manufacturability and controlled flake distribution while managing the complexity through a well-defined composite architecture.

Inventive Principle:
Principle #40Composite materials

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 solution enables sensitive and stable detection of various stimuli without the need for additional light-absorbing materials, overcoming manufacturing challenges and toxicity issues, with the ability to form reversible and printable sensors.

Implementation Method 1

the percolation network configured to allow for hopping of charge carriers between adjacent reduced graphene oxide flakes to enable a flow of charge carriers through the percolation network

Methodology Applied
Scientific EffectCharge carrier hopping: Conduction (electrical)

Implementation Method 2

the reduced graphene oxide flakes are functionalised to facilitate detectable changes in the flow of charge carriers in response to a stimulus to the percolation network. The stimulus may comprise one or more of light, strain, temperature and humidity.

Methodology Applied
Scientific EffectPhotoconductivity: Photoconductivity

Data Source

PatentUS10995001B2Graphene oxide percolation network
Publication Date: 2021.05.04 NOKIA TECHNOLOGIES OY
  • US10995001B2 patent drawing
  • US10995001B2 patent drawing
  • US10995001B2 patent drawing

AI summary

A percolation network of functionalised reduced graphene oxide flakes, the percolation network configured to allow for hopping of charge carriers between adjacent reduced graphene oxide flakes to enable a flow of charge carriers through the percolation network, and wherein the reduced graphene oxide flakes are functionalised to facilitate detectable changes in the flow of charge carriers in response to a stimulus to the percolation network.