Výsledky vyhledávání - "OS-ELM algorithm"

Aircraft engine degradation prognostics based on logistic regression and novel OS-ELM algorithm Autor Lu, Feng, Wu, Jindong, Huang, Jinquan, Qiu, Xiaojie

“…Online sequential extreme learning machine (OS-ELM) learns data one-by-one or chunk-by-chunk, and the recursive least square (RLS) algorithm is commonly…”
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Spark-based Parallel OS-ELM Algorithm Application for Short-term Load Forecasting for Massive User Data Autor Li, Yuancheng, Yang, Rongyan, Guo, Panpan

“…The data type and quantity of user load data show an exponential growth, so that the traditional load forecasting methods can hardly meet the load forecasting…”
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Impact Damage Identification for Composite Material Based on Transmissibility Function and OS-ELM Algorithm Autor Sun, Yajie, Yuan, Yanqing, Wang, Qi, Ji, Sai, Wang, Lihua, Wu, Shaoen, Chen, Jie, Zhang, Qin

“…A method is proposed based on the transmissibility function and the Online Sequence Extreme Learning Machine (OS-ELM…”
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Online sequential extreme learning machine based adaptive control for wastewater treatment plant Autor Cao, Weiwei, Yang, Qinmin

“…Wastewater Treatment Plant (WWTP) is challenging to regulate for its complex chemical and biological characteristics, and its precise mathematical model is…”
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A hybrid air quality early-warning framework: An hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms Autor Sharma, Ekta, Deo, Ravinesh C., Prasad, Ramendra, Parisi, Alfio V.

“…Modelling air quality with a practical tool that produces real-time forecasts to mitigate risk to public health continues to face significant challenges…”
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Pattern Recognition of Development Stage of Creepage Discharge of Oil–Paper Insulation under AC–DC Combined Voltage Based on OS-ELM Autor Jin, Fubao, Zhang, Shanjun, Zhou, Yuanxiang

“… Finally, based on the online sequential extreme learning machine (OS-ELM) algorithm…”
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Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting Autor Ali, Mumtaz, Deo, Ravinesh C., Downs, Nathan J., Maraseni, Tek

“…To ameliorate agricultural impacts due to persistent drought-risks by promoting sustainable utilization and pre-planning of water resources, accurate rainfall…”
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AF-OS-ELM-MVE: A new online sequential extreme learning machine of dam safety monitoring model for structure deformation estimation Autor Zhang, Ye, Zhang, Wenwei, Li, Yanlong, Wen, Lifeng, Sun, Xinjian

“… It is based on the OS-ELM algorithm and optimized…”
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On-line evolutionary identification technology for milling chatter of thin walled parts based on the incremental-sparse K-means and the online sequential extreme learning machine Autor Wang, Zhixue, Yue, Caixu, Liu, Xianli, Li, Maoyue, Meng, Boyang, Yong, Liying

“…In the milling process of thin-walled parts, chatter is very easy to occur, which has a very adverse impact on the surface quality and machining efficiency of…”
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An adaptive ensemble of on-line Extreme Learning Machines with variable forgetting factor for dynamic system prediction Autor Soares, Symone G., Araújo, Rui

“…A demand for predictive models for on-line estimation of variables is increasing in industry. As industrial processes are time-varying, on-line learning…”
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Data model-based sensor fault diagnosis algorithm for closed-loop control systems Autor Han, Xinhao, Zhou, Xin, Lu, Feng, Huang, Jinquan

“…•A linear model is dynamically established based on the gradient change of the control variables from the sensor data, and a baseline model tracker is…”
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FP-ELM: An online sequential learning algorithm for dealing with concept drift Autor Liu, Dong, Wu, YouXi, Jiang, He

“…The online sequential extreme learning machine (OS-ELM) algorithm is an on-line and incremental learning method, which can learn data one-by-one or chunk-by-chunk with a fixed or varying chunk size…”
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Estimating Health Condition of the Wind Turbine Drivetrain System Autor Qian, Peng, Ma, Xiandong, Zhang, Dahai

“… This paper presents a data-driven model-based CM approach for wind turbines based on the online sequential extreme learning machine (OS-ELM) algorithm…”
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Two-Direction Prediction Method of Drilling Fluid Based on OS-ELM for Water Well Drilling Autor Xu, Yuan, Zhang, Di, Xian, Tianlang, Ma, Zhizhang, Gao, Hui, Ma, Yuanyuan

“… First, we investigated the mechanism linking mix ratio to fluid performance, allowing us to employ an OS-ELM algorithm derived from the extreme learning machine…”
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Stochastic gradient based extreme learning machines for stable online learning of advanced combustion engines Autor Janakiraman, Vijay Manikandan, Nguyen, XuanLong, Assanis, Dennis

“… The SG-ELM algorithm not only guarantees a stable learning but also reduces the computational demand compared to the recursive least squares based OS-ELM algorithm (Liang et al., 2006…”
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Online sequential ELM algorithm with forgetting factor for real applications Autor Zhang, Haigang, Zhang, Sen, Yin, Yixin

“… has proposed OS-ELM algorithm based on the ordinary ELM algorithm, which produces better generalization performance than other famous sequential learning algorithms…”
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Modified online sequential extreme learning machine algorithm using model predictive control approach Autor Wibawa, Ignatius Prasetya Dwi, Machbub, Carmadi, Rohman, Arief Syaichu, Hidayat, Egi

“…This paper stresses its contribution based on improving the learning dynamics of the online sequential extreme learning machine (OS-ELM…”
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Moving Learning Machine towards Fast Real-Time Applications: A High-Speed FPGA-Based Implementation of the OS-ELM Training Algorithm Autor Frances-Villora, Jose V. , Rosado-Muñoz, Alfredo, Bataller-Mompean, Manuel , Barrios-Aviles, Juan , Guerrero-Martinez, Juan F. 

“…Currently, there are some emerging online learning applications handling data streams in real-time. The On-line Sequential Extreme Learning Machine (OS-ELM)…”
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ELM-GA-Based Active Comfort Control of a Piggyback Transfer Robot Autor Feng, Liyan, Wang, Xinping, Liu, Teng, Qi, Kaicheng, Zhang, Long, Zhang, Jianjun, Guo, Shijie

“…The improvement of comfort in the human–robot interaction for care recipients is a significant challenge in the development of nursing robots. The existing…”
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Online Sequential Extreme Learning Machine Algorithm for Better Predispatch Electricity Price Forecasting Grids Autor Xiao, Chixin, Sutanto, Danny, Muttaqi, Kashem M., Zhang, Minjie, Meng, Ke, Dong, Zhao Yang

“… This article proposes a novel online learning forecast approach to overcome the above issues to provide a better predispatch price forecast by using the online sequential extreme learning machine (OS-ELM) algorithm…”
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