A deep feature learning method for remaining useful life prediction of drilling pumps
J Guo, JL Wan, Y Yang, L Dai, A Tang, B Huang… - Energy, 2023 - Elsevier
Abstract Remaining Useful Life (RUL) prediction of drilling pumps, pivotal components in
fossil energy production, is essential for efficient maintenance and safe operation of such …
fossil energy production, is essential for efficient maintenance and safe operation of such …
Research progress on data-driven methods for battery states estimation of electric buses
D Zhao, H Li, F Zhou, Y Zhong, G Zhang, Z Liu… - World Electric Vehicle …, 2023 - mdpi.com
Battery states are very important for the safe and reliable use of new energy vehicles. The
estimation of power battery states has become a research hotspot in the development of …
estimation of power battery states has become a research hotspot in the development of …
Deep dive into hybrid networks: A comparative study and novel architecture for efficient power prediction
The prediction of electric power consumption (PC) and power generation (PG) plays an
important role in the management, trading, and storage of energy, and in saving resources …
important role in the management, trading, and storage of energy, and in saving resources …
Health and lifespan prediction considering degradation patterns of lithium-ion batteries based on transferable attention neural network
With the continuous concern on the safety of battery systems, accurate and rapid
assessment of battery degradation is essential for practical applications. In this paper, a …
assessment of battery degradation is essential for practical applications. In this paper, a …
Accurate capacity and remaining useful life prediction of lithium-ion batteries based on improved particle swarm optimization and particle filter
Accurate prediction of capacity and remaining useful life (RUL) for lithium-ion batteries
(LIBs) is crucial for ensuring safe and reliable operation of electric vehicles. However, the …
(LIBs) is crucial for ensuring safe and reliable operation of electric vehicles. However, the …
Spatial and temporal variation of ecological quality in northeastern China and analysis of influencing factors
X Zhang, W Jia, J He - Journal of Cleaner Production, 2023 - Elsevier
Ecological quality and its potential influencing factors are important contents of ecological
security in Northeast China. Maintaining ecological security in Northeast China is of great …
security in Northeast China. Maintaining ecological security in Northeast China is of great …
An improved dung beetle optimizer-hybrid kernel least square support vector regression algorithm for state of health estimation of lithium-ion batteries based on …
T Zhu, S Wang, Y Fan, N Hai, Q Huang, C Fernandez - Energy, 2024 - Elsevier
Accurate prediction of the state of health (SOH) of lithium-ion batteries is important for real-
time monitoring and safety control of lithium-ion batteries. In this paper, a hybrid kernel least …
time monitoring and safety control of lithium-ion batteries. In this paper, a hybrid kernel least …
A new machine learning-based approach for cross-region coupled wind-storage integrated systems identification considering electricity demand response and data …
X Zheng, S Zhou, T ** - Energy, 2023 - Elsevier
Faced with the growing renewable energy requirements, there is increased interest in cross-
region of large-scale renewable energy market, which provides an alternative path for …
region of large-scale renewable energy market, which provides an alternative path for …
Stacking integrated learning model via ELM and GRU with mixture correntropy loss for robust state of health estimation of lithium-ion batteries
Accurate estimation of the state of health (SOH) is crucial for the safe and stable operation of
lithium-ion batteries. However, since the labeled values may contain non-Gaussian noise …
lithium-ion batteries. However, since the labeled values may contain non-Gaussian noise …
SOH estimation for lithium-ion batteries: an improved GPR optimization method based on the developed feature extraction
Y He, W Bai, L Wang, H Wu, M Ding - Journal of Energy Storage, 2024 - Elsevier
Accurate estimation of the State of Health (SOH) for lithium-ion batteries is necessary for the
stable operation of the battery system. To accurately estimate the SOH for lithium-ion …
stable operation of the battery system. To accurately estimate the SOH for lithium-ion …