DOI: 10.1016/j.cirpj.2022.07.010 Corpus ID: 251007923 Dynamic Bayesian network-based disassembly sequencing optimization for electric vehicle battery @article{Xiao2022DynamicBN, title={Dynamic Bayesian network-based disassembly sequencing optimization for electric vehicle battery}, author={Jinhua Xiao and Nabil …
DOI: 10.1016/j.cirpj.2022.07.010 Corpus ID: 251007923 Dynamic Bayesian network-based disassembly sequencing optimization for electric vehicle battery @article{Xiao2022DynamicBN, title={Dynamic Bayesian network-based disassembly sequencing optimization for electric vehicle battery}, author={Jinhua Xiao and Nabil …
Researchers at Oak Ridge National Laboratory developed a robotic disassembly system for used electric vehicle batteries to make the process safer, more efficient and less costly. Researchers at the Department of Energy''s Oak Ridge National Laboratory have ...
Waldmann, Thomas, Iturrondobeitia, Amaia, Kasper, Michael,et al. Review—Post-Mortem Analysis of Aged Lithium-Ion Batteries: Disassembly Methodology and Physico-Chemical Analysis Techniques[J]. Journal of …
Introduction Electric vehicle (EV) battery recovery is critical to circular economy and sustainability. Today, the global EV fleet keeps growing and so are their Li-ion batteries (LIBs). According to the International Energy …
In the context of current societal challenges such as climate neutrality, industry digitization, and circular economy, this paper addresses the importance of improving recycling practices for electric vehicle (EV) …
An effective lithium-ion battery (LIB) recycling infrastructure is of great importance to alleviate the concerns over the disposal of waste LIBs and the sustainability of critical elements for producing LIB components. The End-of-life (EOL) LIBs are in various sizes and shapes, which create significant challenges to automate a few unit operations …
In the context of current societal challenges, such as climate neutrality, industry digitization, and circular economy, this paper addresses the importance of improving recycling practices for electric vehicle (EV) battery packs, with a specific focus on lithium–ion batteries (LIBs). To achieve this, the paper conducts a systematic review …
Disassembly of the LIBs is typically the preliminary step preceding chemical recovery operations, facilitating early separation of components consisting of …
By Allison Proffitt August 23, 2021 | Researchers at the Department of Energy''s Oak Ridge National Laboratory have developed a robotic disassembly system for spent electric vehicle battery packs to safely and efficiently recycle and …
Researchers at the Department of Energy''s Oak Ridge National Laboratory have developed a robotic disassembly system for spent electric vehicle …
Many factors contribute to complexity of e-waste management, notably hazard of volatile batteries. Batteries including Lithium-Ion (LIBs) and Lithium Polymers (LiPo) store large amounts of energy contributing …
The accurate and efficient intelligent planning of disassembly sequences plays a crucial role in ensuring the high-quality recycling of end-of-life power batteries. However, the solution space obtained by the metaheuristic algorithm is often incomplete, resulting in suboptimal sequence accuracy. Additionally, the complex and dynamic …
Direct methods, where the cathode material is removed for reuse or reconditioning, require disassembly of LIB to yield useful battery materials, while methods to renovate used batteries into new ones are …
Abstract. Electric vehicle production is subjected to high manufacturing cost and environmental impact. Disassembling and remanufacturing the lithium-ion power packs can highly promote electric vehicle market penetration by procuring and regrouping reusable modules as stationary energy storage devices and cut life-cycle cost and …
Lithium-ion batteries (LIBs) are one of the most popular energy storage systems. Due to their excellent performance, they are widely used in portable consumer electronics and electric vehicles ...
There is a clear opportunity for a more sophisticated approach to battery recovery through automated disassembly, smart segregation of different batteries and …
Lithium-ion batteries (LIBs) are one of the most popular energy storage systems. Due to their excellent performance, they are widely used in portable consumer electronics and electric vehicles (EVs). The ever-increasing requirements for global carbon dioxide CO2 emission reduction inhibit the production of new combustion vehicles. Thus, …
Valuable materials contained in discarded LIBs can be recycled and recirculated back into the production cycle, which ensures a more sustainable development of the LIBs industry. Based on the average battery composition in 2020 [], a total material loss of up to 92% for Li, Co, and Ni can be avoided if the retired LIBs are recycled under …
An automatic battery disassembly platform enhanced by online sensing and machine learning technologies that can realize the real-time diagnosis and closed-loop control of the cutting process to optimize the cutting quality and improve the safety. An effective lithium-ion battery (LIB) recycling infrastructure is of great importance to …
The disassembly of spent lithium batteries is a prerequisite for efficient product recycling, the first link in remanufacturing, and its operational form has gradually changed from traditional manual disassembly to robot-assisted human–robot cooperative disassembly. Robots exhibit robust load-bearing capacity and perform stable repetitive …
In order to foster a sustainable future, Li-Ion batteries in EVs generally undergo a disassembly during the recycling process, which is intended for secondary purposes or recover useful materials and …
1. Introduction Demand for lithium-ion batteries (LIBs) increased from 0.5 GWh in 2010 to approximately 526 GWh in 2020 and is expected to reach 9,300 GWh by 2030 [1, 2].The technology has inherent advantages compared to …
Rapid advances in the use of lithium-ion batteries (LIBs) in consumer electronics, electric vehicles, and electric grid storage have led to a large number of end-of-life (EOL) LIBs awaiting recycling to reclaim …
Industry 4.0 technology enables fast, flexible and reconfigurable manufacturing processes that enable a gradual shift in the form of disassembly from traditional manual disassembly to robotic disassembly. Li et al. (2019) proposed a multi-criteria evaluation framework for robot disassembly supporting recycling to evaluate the …
While it''s true that you don''t need any specialty tools to disassemble lithium battery packs, you do need some specific tools. Lithium batteries to be disassembled.jpg 66.63 KB Tools Required To …
In recent years, the new energy industry is developing rapidly, and the demand for lithium-ion battery (LIB) is increasing day by day, which will change the automotive industry radically. (Harper et al., 2019). At the same time, a …
This survey aims to provide a systematic update on the latest development of disassembly technology for used lithium-ion batteries (LIB). Artificial intelligence and human-robot …
It can disassemble 100 batteries in the same time it would take a human to disassemble 12. NEWS IE PRO ... lithium-ion battery production emits between 61-106 kilos of carbon dioxide equivalents ...
1. Introduction To reduce global carbon emissions, many countries and local governments have promoted the use of new energy vehicles (EVs). According to data from China''s electricity generation and transmission in …
These characteristics contribute to the high gravimetric and volumetric capacity and power density of Li-based batteries. The high energy efficiency of Li–ion …