Holey Graphene Framework Electrodes for High-Loading Rate Storage

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Solution Overview

Problem

Existing energy storage devices struggle to achieve both high energy density and high power density simultaneously, particularly at practical mass loadings, due to limitations in ion and electron transport kinetics.

Innovation Solution

A hierarchically porous holey graphene framework (HGF) is designed as a conductive scaffold for niobia (Nb2O5) to optimize ion and electron transport, enabling high rate energy storage even at practical mass loadings.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Quantity of substance

If electrode mass loading is increased to achieve high energy density, then energy density is improved, but ion diffusion kinetics deteriorate rapidly

Engineering Contradiction:
Improvemass loading of active electrode materialVSAvoidion diffusion kinetics
Core Design Contradiction:
Quantity of substanceVSSpeed

Solution Approach 1:

The electrode is segmented into a three-dimensional hierarchically porous architecture with interconnected channels at multiple length scales. This segmentation divides the ion transport path into numerous small segments rather than one long path, enabling rapid ion diffusion even at high mass loading (10-20 μg cm⁻²) by providing multiple parallel transport routes throughout the electrode volume.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The invention transitions from traditional two-dimensional planar electrodes to a three-dimensional hierarchically porous structure. This dimensional change creates interconnected pores and channels extending through the entire electrode thickness, providing ion transport pathways in the depth dimension that are absent in conventional flat electrodes, thereby maintaining fast ion diffusion kinetics at practical mass loadings.

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

2Quantity of substance

If electrode thickness is increased to deliver more charge over longer distance, then capacity is improved, but charge transport rate deteriorates

Engineering Contradiction:
Improvecharge capacityVSAvoidcharge transport rate
Core Design Contradiction:
Quantity of substanceVSSpeed

Solution Approach 1:

The electrode employs a nested hierarchically porous structure with pores at multiple scales (micropores, mesopores, and macropores) nested within each other. This nested architecture creates ion transport channels at different length scales simultaneously, allowing ions to navigate through the electrode thickness by utilizing larger pores for long-distance transport and smaller pores for localized access, thereby maintaining high charge transport rates despite increased electrode thickness for higher capacity.

Inventive Principle:
Principle #7Nested doll (Nesting)

3Quantity of substance

If mass loading of active material is increased from 0.2-1.0 mg cm⁻² to >10 mg cm⁻² for practical devices, then areal capacity is improved, but overhead from passive components becomes significant

Engineering Contradiction:
Improveareal capacityVSAvoidoverhead from current collectors and separators
Core Design Contradiction:
Quantity of substanceVSDevice complexity

Solution Approach 1:

The invention dramatically changes the areal capacity parameter by achieving >10 mAh cm⁻² at mass loadings >10 mg cm⁻², which is an order of magnitude higher than conventional electrodes. This parameter change in areal capacity allows the passive component overhead (current collectors and separators at ~10 mg cm⁻²) to represent a much smaller fraction of the total device mass, thereby improving the overall energy density and making the device structure more efficient.

Inventive Principle:
Principle #35Parameter changes

4Power

If conventional nanostructured materials are used to improve power density, then power density is improved, but scaling to practical mass loading fails due to degrading ion diffusion

Engineering Contradiction:
Improvepower densityVSAvoidion diffusion kinetics at practical mass loading
Core Design Contradiction:
PowerVSSpeed

Solution Approach 1:

The electrode utilizes a composite hierarchically porous architecture combining conductive polymer matrices with inorganic nanofillers (such as metal oxides or carbon nanomaterials) distributed throughout the porous structure. This composite material design provides both the high surface area needed for high power density and the controlled porous pathways needed for rapid ion diffusion at practical mass loadings, overcoming the limitations of single-material nanostructured electrodes.

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 Nb2O5/HGF composite electrodes demonstrate unprecedented areal capacity and current density, far exceeding previous reports, with an areal capacity of up to 3.9 mAh cm−2 and current density of up to 440 mA cm−2 at practical mass loadings.

Implementation Method 1

design of a hierarchically porous holey graphene framework (HGF) as a conductive scaffold for niobia (Nb2O5) to ensure excellent transport properties for both ions and electrons

Methodology Applied
Scientific EffectElectron conduction: Conduction (electrical)

Implementation Method 2

the rapidly degrading ion diffusion kinetics in thicker electrodes

Methodology Applied
Scientific EffectIon diffusion: Diffusion

Data Source

PatentUS12283696B2Holey graphene framework composites for ultra-high rate energy storage and methods of preparing such composites
Publication Date: 2025.04.22 RGT UNIV OF CALIFORNIA
  • US12283696B2 patent drawing
  • US12283696B2 patent drawing
  • US12283696B2 patent drawing

AI summary

A method of forming an electrode material includes: (1) loading an electrochemically active material onto graphene sheets; (2) combining the electrochemically active material-loaded graphene sheets with holey graphene oxide sheets to form a mixture; and (3) treating the mixture under reducing conditions to form a composite including a graphene framework loaded with the electrochemically active material.