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A Novel Auto-LSTM-Based State of Health Estimation Method for Lithium-Ion Batteries
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Lithium-ion batteries (LIBs) have been widely applied in modern society. The state of health (SOH) estimation can provide helpful guidance to maintain LIBs in advance. Machine learning (ML) and deep learning (DL) have been ...
Impacts of Instrument Limitations on Estimated Raindrop Size Distribution, Radar Parameters, and Model Microphysics during Mei-Yu Season in East China
Publisher: American Meteorological Society
Abstract: nstrumentation limitations on measured raindrop size distributions (DSDs) and their derived relations and physical parameters are studied through a comparison of the DSD measurements during mei-yu season in east China by ...
Time–Frequency Buffeting Responses of Transmission Lines Excited by Two-Dimensional Turbulent Wind: Closed-Form Solution
Publisher: ASCE
Abstract: Currently, the buffeting analysis for transmission lines (TLs) only involves the excitation of horizontal turbulence, while numerous investigations have proven that significant vertical turbulence exists in many wind fields. ...
Deflection-Based Bearing Capacity of Suction Caisson Foundations of Offshore Wind Turbines
Publisher: American Society of Civil Engineers
Abstract: The monocaisson foundation has become an important choice with the increasing demand of offshore wind turbines constructed in silt and sand seabeds in China. To guarantee the normal operation of the wind turbine, the angular ...
Uncertainty in Retrieving Raindrop Size Distribution from Polarimetric Radar Measurements
Publisher: American Meteorological Society
Abstract: AbstractDrop size distribution (DSD) is a fundamental parameter in rain microphysics. Retrieving DSDs from polarimetric radar measurements extends the capabilities of rain microphysics research and quantitative precipitation ...
On-Site Measured Gust Response Factors of Transmission Towers Based on SHM System
Publisher: ASCE
Abstract: Many transmission towers have collapsed during typhoon events, and the design wind loads in most current standards consider only the turbulence characteristics of monsoons. The gust response factor (GRF) is a parameter ...
Improving Polarimetric C-Band Radar Rainfall Estimation with Two-Dimensional Video Disdrometer Observations in Eastern China
Publisher: American Meteorological Society
Abstract: n this study, the capability of using a C-band polarimetric Doppler radar and a two-dimensional video disdrometer (2DVD) to estimate monsoon-influenced summer rainfall during the Observation, Prediction and Analysis of ...
Quantitative Precipitation Estimation with Operational Polarimetric Radar Measurements in Southern China: A Differential Phase–Based Variational Approach
Publisher: American Meteorological Society
Abstract: AbstractQuantitative precipitation estimation (QPE) with polarimetric radar measurements suffers from different sources of uncertainty. The variational approach appears to be a promising way to optimize the radar QPE ...
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