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"Recent Advances in Data Preprocessing and Machine Learning Approaches " by Xinyu Gu, Khay See et al.

This work provides a comprehensive review of data preprocessing and machine learning approaches applied to estimate a battery's state of charge (SOC) and state of health (SOH) over the past five years. The standard procedure for preprocessing battery time series data and the associated techniques to address inherent challenges are described. Dominant machine learning architectures and their applications in SOC and SOH estimation are explored. Additionally, potential directions for future research are highlighted. ....

Battery Management System , Data Preprocessing , Achine Learning Methodology , State Of Charge , State Of Health , Time Series Forecasting ,

BigBear.ai Announces First Quarter 2024 Results

Closed the acquisition of Pangiam in an all-stock transaction, combining BigBear.ai’s computer vision capabilities with facial recognition, image-based anomaly detection and advanced. ....

United States , Washington Airports Authority , Holdings Inc , National Security , Biometric International , Company Adjusted , Us Army , Washington Dulles International Airport , Denver International Airport , Artificial Intelligence Office , Tradewinds Solutions Marketplace The , Investor Relations , Digital Identity , Supply Chain Management , Air Force , Virgin Orbit , Private Investment , Public Equity , Biometric International Exit , Ronald Reagan Washington National Airport , Metropolitan Washington Airports Authority , International Airport , Melbourne Airport , Project Dartmouth , Chief Digital , Tradewinds Solutions Marketplace ,

BigBear.ai Achieves 'Awardable' Status on DoD's Tradewinds Procurement Platform with 5 AI Solutions

BigBear.ai today announced that it has been designated as an “Awardable” vendor for the Chief Digital and Artificial Intelligence Office’s Tradewinds Solutions Marketplace. Five of the. ....

United States , Artificial Intelligence Office , Tradewinds Solutions Marketplace , Virtual Anticipation Network , Chief Digital , Tradewinds Solutions , Time Series Forecasting , Contested Logistics Planning , Maritime Domain Awareness , Publicly Available Data Curation , Virtual Anticipation Network , Mandy Long ,

BigBear.ai Achieves ?Awardable' Status on DoD's Tradewinds Procurement Platform with 5 AI Solutions

BigBear.ai Achieves ?Awardable' Status on DoD's Tradewinds Procurement Platform with 5 AI Solutions
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United States , Virtual Anticipation Network , Tradewinds Solutions Marketplace , Ai Solutions , Artificial Intelligence Office , Product Service , Awardable Status , Tradewinds Procurement Platform , Chief Digital , Tradewinds Solutions , Time Series Forecasting , Contested Logistics Planning , Maritime Domain Awareness , Publicly Available Data Curation , Virtual Anticipation Network , Mandy Long ,

Ionospheric Anomalies: Detecting Earthquake Signatures Using GNSS and AI - Inside GNSS - Global Navigation Satellite Systems Engineering, Policy, and Design

This study identifies the feasibility of leveraging deep learning anomaly detection to identify event-driven traveling ionospheric disturbances (TIDs). DR. JIHYE PARK, FIONA LUHRMANN, DR. WENG-KEEN WONG, OREGON STATE UNIVERSITY Ionospheric responses to various geophysical events have been studi ....

United Kingdom , United States , North Korea , Alaska Peninsula , Aleutian Islands , Sakhalinskaya Oblast , Gulf Of Alaska , North Korean , Fiona Luhrmann , Pacific Ocean , Institute Of Navigation , Atmospheric Administration , Advances In Space Research , Artificial Intelligence At Oregon State University , University Of British Columbia , Carnegie Mellon University , Journal Of The Korean Physical Society , International Technical Meeting Of The Satellite Division , Geophysical Research Letters , Computer Science At Oregon State University , Ohio State University , School Of Civil , National Oceanic , Construction Engineering At Oregon State University , College Of Engineering , School Of Electrical Engineering ,