Accurate estimation of the state of health (SOH) is an important guarantee for safe and reliable battery operation. In this paper, an online method based on indirect health features (IHFs) and sparrow search algorithm fused with deep extreme learning machine (SSA-DELM) of lithium-ion batteries is proposed to estimate SOH.
The study was published in Science Advances today (Saturday, January 4, 2020) — the first research on Li-S batteries to feature in this prestigious international publication.
Since 1996, Total Battery Consulting (TBC) has been providing consultation and multi-client industry reports since 1996 in the field of energy-storage development, application, and market, with particular emphasis on the advanced automotive battery market.
Battery Associates is a global network and recruitment platform for battery enthusiasts\. We connect researchers, industry leaders, engineers, scientists, policy makers, and energy specialists known for their innovative work in the energy, mobility, and battery sectors.
Li-Ion Batteries and Beyond, a unique report authored by Prof. Martin Winter, evaluates advanced-battery R&D work across the globe and highlights the most promising materials and cell technologies destined to enable advances in battery technology and, with them, market expansion. Published February 2017.
Li-Ion Battery Safety and Abuse Tolerance, authored by Dr. Daniel Doughty, presents the fundamentals of battery safety and abuse tolerance. It discusses materials, cells, and battery system design, manufacturing, applications, and validation, as well as the lessons learned from recent failures. December 2017 edition available.
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Lithium-ion battery expert with over 30 years of experience in aerospace battery power systems and lithium-ion batteries. Battery consulting company offering services worldwide including expert witness, general li-ion education and the latest battery safety and test protocols.
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