The stochastic reconstruction technique proposed herein enables generation of virtual microstructure designs beyond the limitations of empirical datasets. The methods developed in this work are presented via open source. Image-based reconstruction of heterogeneous battery electrode microstructure. 1. Introduction
Stochastic reconstruction framework The intuitive choice for 3D reconstruction of the realistic microstructure of lithium-ion battery is using random tessellations to partition the space or volume domain of the microstructure into cells (Laguerre-polytopes). This method was exercised by Julian Feinauer .
Accordingly, the development of battery recycling has surfaced as a highly researched topic in the battery community. Recently, the structural and electrochemical restoration of recycled electrode materials have been proposed as a non-destructive method to save more energy and chemical agents compared with mature metallurgical methods.
To evaluate the universal short process regeneration strategy proposed in this research for spent Li batteries, a technical comparison was made with the widely used regeneration processes that are currently available. At present, the regeneration methods for used Li batteries include coprecipitation, sol–gel, and hydrothermal reaction.
The degradation of the battery cell can be minimized by using preventive steps, like artificial interphases, coatings, additives, or materials that operate within the thermodynamic stability voltage window. Like in most systems/applications degradation processes/aging cannot be avoided since battery cells operate in different environments.
With the rapid increase in lithium (Li)-ion battery applications, there is growing interest in the circulation of large quantities of spent batteries. However, existing recycling systems require not only several processes for recycling itself but also remanufacturing processes, which require increased energy consumption.
Despite the ever-increasing use across different sectors, the lithium-ion batteries (LiBs) have continually seen serious concerns over their thermal vulnerability. The LiB operation involves …
To monitor the temperature of lithium-ion battery packs more accurately with as few sensors as possible, a temperature-field sparse-reconstruction technique based on an artificial neural …
T1 - Explainable real-time data driven method for battery electric model reconstruction via tensor train decomposition. AU - Ryzhov, Alexander. AU - Rajinovic, Kristijan. AU - Kühnelt, Helmut. …
The concept of "electron-Li+" reservoir catalyst is proposed by constructing 1T-LixMoS2/HC3N4 after electrochemical phase reconstruction, where the 1T-LixMoS2 serves as …
Efficient recycling of spent Li-ion batteries is critical for sustainability, especially with the increasing electrification of industry. This can be achieved by reducing costly, time-consuming, and energy-intensive …
Yongqian He. National Base for International Science & Technology Cooperation of New Energy Equipment, Energy Storage Materials and Devices, National Local …
We have established an advanced stochastic model-based approach for the 3D reconstruction of battery cathode microstructure. The employment of Artificial Intelligence (AI) …
Traditional cathode recycling methods have become outdated amid growing …
20 · The growing battery market is poised to generate an escalating stream of waste from end-of-life batteries unless significant measures are taken to remanufacture, reuse, …
We have established an advanced stochastic model-based approach for the …
The 1T-Li x MoS 2 undergoing reconstruction could provide fast Li + transport, while the HC 3 N 4 acts as the electron donor realizing electron-Li + mobility and adjusting the …
The concept of "electron-Li+" reservoir catalyst is proposed by constructing …
Battery cells can contain several self-healing functionalities, however, the main importance is …
Battery cells can contain several self-healing functionalities, however, the main importance is that additives or new functional materials are stable over the lifespan of a battery cell, they should …
Traditional cathode recycling methods have become outdated amid growing concerns for high-value output and environmental friendliness in spent Li-ion battery (LIB) …
Here we contribute to the literature with an analysis of the impact of the IRA on electric vehicle battery manufacturing, battery technology choice and production location, and …
Efficient recycling of spent Li-ion batteries is critical for sustainability, especially with the increasing electrification of industry. This can be achieved by reducing costly, time …
Energy Technology is an applied energy journal covering technical aspects of energy process engineering, including generation, conversion, storage, & distribution. ... the …
ISBN: 978-1-5108-0402-9 Large Lithium Ion Battery Technology and Application Symposium (LLIBTA 2014) Kyoto, Japan 20-21 May 2014 Held at AABC Asia 2014
Here we study the three-dimensional structure of the porous battery …
Nanjing University of Information Science and Technology - Cited by 1,456 - heterostructure - battery - reconstruction
Here we study the three-dimensional structure of the porous battery electrolyte material using combined focused ion beam and scanning electron microscopy and transfer …
20 · The growing battery market is poised to generate an escalating stream of waste …
High-specific capacity electrodes can support high-energy density batteries but lead to safety issues. To monitor the safety and reveal the mechanism behind battery failure, it …
The field of sustainable battery technologies is rapidly evolving, with …
The field of sustainable battery technologies is rapidly evolving, with significant progress in enhancing battery longevity, recycling efficiency, and the adoption of alternative …
Here, the contribution of synchrotron radiation technology to reveal the underlying degradation and regeneration mechanisms of LIBs cathodes is highlighted, …