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Remaining useful life prediction for proton exchange membrane fuel cells using combined convolutional neural network and recurrent neural network
The search for sustainable but environmentally friendly medium of harnessing energy for the
automotive industry has led to the evolution of various energy generating and converting …
automotive industry has led to the evolution of various energy generating and converting …
Degradation prediction model for proton exchange membrane fuel cells based on long short-term memory neural network and Savitzky-Golay filter
B Zuo, J Cheng, Z Zhang - International Journal of Hydrogen Energy, 2021 - Elsevier
Proton exchange membrane fuel cell (PEMFC) as a promising green power source, can be
applied to vehicles, ships, and buildings. However, the lifetime of the fuel cell needs to be …
applied to vehicles, ships, and buildings. However, the lifetime of the fuel cell needs to be …
Adaptive Savitzky-Golay filtering in non-Gaussian noise
A John, J Sadasivan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A Savitzky-Golay (SG) filter, widely used in signal processing applications, is a finite-impulse-
response low-pass filter obtained by a local polynomial regression on noisy observations in …
response low-pass filter obtained by a local polynomial regression on noisy observations in …
State of health estimation of lithium-ion battery using energy accumulation-based feature extraction and improved relevance vector regression
C Qian, N He, L He, H Li, F Cheng - Journal of Energy Storage, 2023 - Elsevier
The state of health (SOH) of lithium-ion battery is an important component of intelligent
battery management system. Precise SOH estimation provides feasible and safe guidance …
battery management system. Precise SOH estimation provides feasible and safe guidance …
A novel health indicator for online health estimation of lithium-ion batteries using partial incremental capacity and dynamic voltage war**
L Li, Y Li, W Cui, Z Chen, D Wang, B Zhou… - Journal of Power …, 2022 - Elsevier
Real-time state of health (SoH) estimation is essential to guarantee the reliability and safety
of a lithium-ion battery system. However, the incomplete charge/discharge process, which is …
of a lithium-ion battery system. However, the incomplete charge/discharge process, which is …
Power Engineering: Advances and Challenges, Part A: Thermal, Hydro and Nuclear Power
V Badescu, GC Lazaroiu, L Barelli - 2018 - books.google.com
Faced with the climate change phenomena, humanity has had to now contend with
numerous changes, including our attitude environment protection, and also with depletion of …
numerous changes, including our attitude environment protection, and also with depletion of …
[HTML][HTML] An accurate CT saturation classification using a deep learning approach based on unsupervised feature extraction and supervised fine-tuning strategy
M Ali, DH Son, SH Kang, SR Nam - Energies, 2017 - mdpi.com
Current transformer (CT) saturation is one of the significant problems for protection
engineers. If CT saturation is not tackled properly, it can cause a disastrous effect on the …
engineers. If CT saturation is not tackled properly, it can cause a disastrous effect on the …
Locating partial discharges in power transformers with convolutional iterative filtering
The most common source of transformer failure is in the insulation, and the most prevalent
warning signal for insulation weakness is partial discharge (PD). Locating the positions of …
warning signal for insulation weakness is partial discharge (PD). Locating the positions of …
A Data-Driven Prediction Method for Proton Exchange Membrane Fuel Cell Degradation
D Wang, H Min, H Zhao, W Sun, B Zeng, Q Ma - Energies, 2024 - mdpi.com
This paper proposes a long short-term memory (LSTM) network to predict the power
degradation of proton exchange membrane fuel cells (PEMFCs), and in order to promote the …
degradation of proton exchange membrane fuel cells (PEMFCs), and in order to promote the …
A novel current transformer based on virtual air gap and its basic measuring characteristics
Y Wu, C Tian, Z Zhang, B Chen, S Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
If current transformer (CT) is saturated in operation, it will lead to incorrect current
measurements and may cause relay maloperation, which can greatly threaten the safety of …
measurements and may cause relay maloperation, which can greatly threaten the safety of …