Results 221 to 230 of about 16,616 (239)

Real-time remaining useful life prediction based on adaptive kernel window width density

Measurement Science and Technology, 2022
Abstract Remaining useful life (RUL) prediction plays an important role in improving the availability and productivity of systems. To improve the accuracy of real-time RUL prediction during system operation, we propose a modeling method for real-time RUL prediction based on adaptive kernel window width density ...
Jiangmin Zhang, Hui Shi, Zengshou Dong
openaire   +1 more source

Adaptive Kernel Width Maximum Correntropy based VSC control of grid-tied PV-BESS System

2021 1st International Conference on Power Electronics and Energy (ICPEE), 2021
This paper describes the adaptive kernel width maximum correntropy criteria (AKWMCC) based control of 3-phase 4-wire grid-tied dual-stage PV-battery-Ultra-capacitor-fuel cell system. The proposed control extends the system proficiency to perform multifunctional operations such as load, grid voltage and power balancing, reactive power compensation, and ...
Mukul Chankaya, Aijaz Ahmad, Ikhlaq Hussain   +2 more
openaire   +1 more source

Adaptive Kernel-Width Selection for Kernel-Based Least-Squares Policy Iteration Algorithm

2011
The Kernel-based Least-squares Policy Iteration (KLSPI) algorithm provides a general reinforcement learning solution for large-scale Markov decision problems. In KLSPI, the Radial Basis Function (RBF) kernel is usually used to approximate the optimal value-function with high precision.
Jun Wu, Xin Xu 0001, Lei Zuo 0002, Zhaobin Li, Jian Wang 0011   +4 more
openaire   +1 more source

DOA Estimation for Underwater Acoustic Array in Impulsive Noise Based on Adaptive Kernel Width Mixture Correntropy

IEEE Transactions on Geoscience and Remote Sensing
Gang Qiao, Jingwei Yin, Jinqiu Wu
exaly   +2 more sources

Remaining Useful Life Prediction of High-Dimensional Kernel Density Estimation With Adaptive Relative Density Window Width Considering Multisource Information Fusion

IEEE Sensors Journal
Hui Shi, Shaomeng Wei
exaly   +2 more sources

Robust battery state of charge estimation incorporating modified correntropy Kalman filter with adaptive kernel width and weighted multi-innovation compensation

Energy

exaly   +2 more sources

Gene Selection Using Gaussian Kernel Support Vector Machine Based Recursive Feature Elimination with Adaptive Kernel Width Strategy

2006
Recursive feature elimination based on non-linear kernel support vector machine (SVM-RFE) with parameter selection by genetic algorithm is an effective algorithm to perform gene selection and cancer classification in some degree, but its calculating complexity is too high for implementation.
Yong Mao, Xiaobo Zhou 0001, Zheng Yin, Daoying Pi, Youxian Sun, Stephen T. C. Wong   +5 more
openaire   +1 more source

Generalized complex kernel least-mean-square algorithm with adaptive kernel widths

Neural Computing and Applications, 2022
Wei Huang, Zezhen Huang, Hua Gao
openaire   +1 more source

Adaptive nulling array direction-of-arrival estimation based on adaptive kernel width mixture correntropy under impulsive noise

The Journal of the Acoustical Society of America
In practical underwater detection scenarios, impulsive noise caused by ice cracking, marine biological activity, and noncooperative sonar transmissions poses significant challenges to accurate direction-of-arrival (DOA) estimation. To address this, an efficient adaptive DOA estimation algorithm is proposed, which integrates bias-compensated adaptive ...
Si-Yuan, Sun, Liang, Zhang, Ze-Hua, Dai, Feng, Zhang, Fang-Yong, Wang, Jing-Wei, Yin   +5 more
openaire   +2 more sources

Interacting Multiple Model Maximum Correntropy Kalman Filter with Adaptive Kernel Width

This paper proposes an adaptive kernel width interacting multiple model maximum correntropy Kalman filter (IMM-AMCKF) for maneuvering target tracking under non-Gaussian impulsive noise. It uses an innovation covariance ratio-based adaptive kernel width to balance accuracy and robustness.
peng gu, Zhongliang Jing
openaire   +1 more source