Early and robust remaining useful life prediction of supercapacitors using BOHB optimized Deep Belief Network

M Haris, MN Hasan, S Qin - Applied Energy, 2021 - Elsevier
The lifespan, power density, and transient response make supercapacitors a component of
choice for the electric vehicle and renewable energy industry. Supercapacitors' long lifecycle …

Comparative analysis of energy storage technologies for microgrids

MH Chehab, C Ben Salah, RZ Falama… - … on Electrical Energy …, 2023 - Wiley Online Library
Nowadays, microgrids (MGs) are receiving a lot of attention. In an economical MG, the
battery energy storage system (BESS) plays an important role. One of the biggest …

Fabrication of activated carbon pouch cell supercapacitor: effects of calendering and selection of separator-solvent combination

GA Safitri, K Nueangnoraj… - CURRENT APPLIED …, 2020 - li01.tci-thaijo.org
Most published articles reported characterization of a supercapacitor utilizing a coin cell or a
Swagelok cell design, while the higher capacity format such as a pouch or cylindrical cell is …

Early prediction of cycle life of supercapacitors based on GA-LSTM

B Liu, H Yu, J Zou, T Yang - 14th International Conference on …, 2024 - ieeexplore.ieee.org
Supercapacitors are increasingly utilized in the new energy automotive industry, favored for
their long cycle life, high power density, and environmental sustainability. Accurately …

Comparison Between Recursive Least Squares Method and Kalman Filter for Online Identification of Supercapacitor State of Health

Z Bououchma, S Jalal - Statistics, Optimization & Information Computing, 2022 - iapress.org
Supercapacitors are electrochemical components with high-power density and an
intermediate energy density between batteries and conventional capacitors. They are …