Výsledky vyhledávání - fusion data‐driven algorithm

Degradation trajectory prediction of lithium‐ion batteries based on charging‐discharging health features extraction and integrated data‐driven models Autor Zheng, Xiujuan, Wu, Fei, Tao, Liujun

“… A novel fusion data‐driven RUL prediction method CSSA‐ELM‐LSSVR based on charging‐discharging health features extraction is proposed in this paper, which fusions chaotic sparrow search algorithm (CSSA…”
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Global Ionospheric Tomography Based on Data-Driven Fusion Algorithm Using GNSS Autor Sui, Yun, Fu, Haiyang, Xu, Feng, Jin, Ya-Qiu

“…), building upon the previous region method CS-PCA. The upgraded method operates globally, utilizing dynamic data-driven techniques and undifferenced observation data processing to achieve high-precision quasi-real-time global-scale ionospheric…”
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A dimensionless model and ant colony optimization fusion temperature prediction in tunnel fires Autor Sun, Bin

“… model-driven and data-driven fusion algorithm is established to predict ceiling temperature distribution in tunnel fires based on dimensional analysis method and ant colony optimization algorithm…”
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Multi-Source Data-Driven Terrestrial Multi-Algorithm Fusion Path Planning Technology Autor Ji, Xiao, Liu, Peng, Zhang, Meng, Zhang, Chengchun, Yu, Shuang, Qi, Bing, Zhao, Man

“…This paper presents a multi-source data-driven hybrid path planning framework that integrates global…”
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A Data-Driven Inertial Navigation/Bluetooth Fusion Algorithm for Indoor Localization Autor Chen, Jianfan, Zhou, Baoding, Bao, Shaoqian, Liu, Xu, Gu, Zhining, Li, Linchao, Zhao, Yangping, Zhu, Jiasong, Li, Qingquan

“…The introduction of data-driven inertial navigation provides new opportunities that the pedestrian dead reckoning could not well provide for constraining inertial system error drift on smartphone…”
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Mobile and wearable sensors for data-driven health monitoring system: State-of-the-art and future prospect Autor Virginia Anikwe, Chioma, Friday Nweke, Henry, Chukwu Ikegwu, Anayo, Adolphus Egwuonwu, Chukwunonso, Uchenna Onu, Fergus, Rita Alo, Uzoma, Wah Teh, Ying

“…•Comprehensive review of health monitoring based sensors.•Categorize the sensors into homogeneous, dual and heterogeneous.•Discuss their strengths, drawbacks…”
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Perspective on Theoretical Modeling of Soft Molecular Machines and Devices: A Fusion of Data‐Driven Approaches with Traditional Computational Chemistry Algorithms Autor Zazza, Costantino, Sanna, Nico, Borocci, Stefano, Grandinetti, Felice

“…The design of complex molecular machines and devices represents one of the most ambitious frontiers in nanotechnology, synthetic chemistry, and molecular…”
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An online dual filters RUL prediction method of lithium-ion battery based on unscented particle filter and least squares support vector machine Autor Li, Xin, Ma, Yan, Zhu, Jiajun

“… This paper proposed a RUL prediction method of lithium-ion battery based on dual filters with data-driven and model-based fusion algorithm…”
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Safety in the Face of Unknown Unknowns: Algorithm Fusion in Data-driven Engineering Systems Autor Kshetry, Nina, Varshney, Lav R.

“… The basic idea is an algorithm fusion approach that combines data-driven learned models with physical system knowledge, to operate between the extremes of purely data-driven classifiers and purely…”
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Data‐driven approach for estimating longitudinal aerodynamic parameters using neural artificial bee colony fusion algorithm Autor Kumar, Prashant, Sonkar, Sarvesh Kumar, George, Riya Catherine, Philip, Deepu, Ghosh, Ajoy Kanti

“… This work presents a novel aerodynamic parameters estimation technique involving the fusion of two of the most popular machine learning methods…”
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EEG emotion recognition based on data-driven signal auto-segmentation and feature fusion Autor Gao, Yunyuan, Zhu, Zehao, Fang, Feng, Zhang, Yingchun, Meng, Ming

“… connectivity pattern are often being overlooked. To bridge this technical gap, a data-driven signal auto-segmentation and feature fusion algorithm (DASF…”
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Censorship data-driven DNS resolution anomaly detection: An ensemble algorithm model with multivariate feature fusion Autor Li, Chao, Cheng, Yanan, Zhang, Zhaoxin, Zhang, ZunDong

“…The Domain Name System (DNS), as a critical component of Internet infrastructure, is crucial for maintaining network stability and security. However,…”
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A data-driven adaptive algorithm and decision support design of multisensory information fusion for prognostics and health management applications Autor Xie, Tingli, Huang, Xufeng, Park, Hyung Wook, Kim, Heung Soo, Choi, Seung-Kyum

“… This research explores a data-driven analytical framework for multisensory system analysis and design in PHM…”
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Data-driven simulation of aero-engine rotor assembly process optimization for unbalance based on fusion algorithm Autor Xu, Haitao, Gao, Jie, Wen, Jinan, Du, Jinsong, Wang, Wei

“… To address these challenges, this paper proposes a data-driven approach to optimize the aero-engine…”
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Improving Real-Time Aerial 3D Reconstruction: Towards Fusion of a Hand-Crafted SfM Algorithm with a Data-Driven Deep Neural Network Autor Akers, Jack, Buck, Andrew, Anderson, Derek, Keller, James, Camaioni, Raub, Deardorff, Matthew, Luke, Robert

“…Depth estimation from imagery is a crucial component of numerous real-time systems, such as unmanned aerial vehicles. Traditional approaches, like structure…”
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Data-Driven Knowledge Fusion for Deep Multi-Instance Learning Autor Zhang, Yu-Xuan, Zhou, Zhengchun, He, Xingxing, Ranjan Adhikary, Avik, Dutta, Bapi

“… In this article, we propose a novel data-driven knowledge fusion for deep MIL (DKMIL) algorithm. DKMIL…”
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Unmanned Aerial Vehicle (UAV) Data-Driven Modeling Software with Integrated 9-Axis IMU-GPS Sensor Fusion and Data Filtering Algorithm Autor Arfakhsyad, Azfar Azdi, Rahman, Aufa Nasywa, Kinanti, Larasati, Awwalur Rizqi, Ahmad Ataka, Muhammad, Hannan Nur

“… This paper proposes data-driven modeling software for UAV. Emphasizes the utilization of cost-effective sensors to obtain orientation and location data subsequently…”
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Rail corrugation detection using one-dimensional convolution neural network and data-driven method Autor Xie, Qinglin, Tao, Gongquan, He, Bin, Wen, Zefeng

“…•A data-driven model named 1DCNN is developed to efficiently identify and classify the rail corrugation and its wavelength…”
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Novel Data Fusion Algorithm Based on Event-Driven and Dempster–Shafer Evidence Theory Autor Yu, Xiuwu, Zhang, Feng, Zhou, Lixing, Liu, Qin

“… A data fusion algorithm based on event-driven and Dempster–Shafer evidence theory is proposed in this paper to reduce data packet quantities and reserve energy for wireless sensor networks upon detecting abnormal data…”
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Physics-based, data-driven approach for predicting natural ventilation of residential high-rise buildings Autor Gan, Vincent J. L., Wang, Boyu, Chan, C. M., Weerasuriya, A. U., Cheng, Jack C. P.

“… This paper, therefore, presents a novel model developed based on physics-based modelling and a data-driven approach to evaluate natural ventilation in residential high-rise buildings…”
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