In this review, the recent advances of graphene-based materials for miniature energy harvesting and storage devices are summarized, including solar cells, mechanical energy harvesters, moisture and
This review aims to provide a reference in building reliable mechanical characterization for flexible energy storage devices, introducing the optimization rules of their structural design, and
This focus has been driven by the cycle life/stability of EDLCs and the energy density of LIBs, but potentially misses important opportunities associated with other device chemistries and
This review summarizes the progress of graphene materials for miniaturized energy harvest and storage devices, including solar cell, mechanical energy harvesters, moisture and liquid
The realization of electrochemical SESDs therefore requires the identification and development of suitable multifunctional structural electrodes, separators, and electrolytes.
As an important component of flexible batteries, novel electrodes with good flexibility, mechanical stability and high energy density are required to adapt to mechanical deformation while
Functionalization and modification of the internal structure of materials are key design strategies to develop an efficient material with desired properties.
By addressing these aspects, ML models can uncover and contribute to a more profound understanding of the structure–property relationships governing electrodes and electrolytes, thereby
In EDLCs energy is stored through the reversible adsorption/desorption of electrolyte ions at the electrode–elec-trolyte interface, while pseudocapacitors store charges via redox reactions occurring
The other is based on embedded energy storage devices in structural composite to provide multifunctionality. This review summarizes the reported structural composite batteries and
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