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力学研究所 [4]
西安交通大学 [4]
华南理工大学 [4]
重庆大学 [3]
兰州大学 [3]
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期刊论文 [47]
会议论文 [10]
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Remaining Useful Life prediction of rolling bearings based on risk assessment and degradation state coefficient
期刊论文
ISA Transactions, 2022
作者:
Li, Qiang
;
Yan, Changfeng
;
Chen, Guangyi
;
Wang, Huibin
;
Li, Hongkun
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/07/20
Condition based maintenance
Economic and social effects
Forecasting
Frequency domain analysis
Genetic algorithms
Health
Health risks
Roller bearings
Singular value decomposition
Degradation state
Degradation state coefficient
Genetic algorithm-support vector regression
Health indicators
Mode decomposition
Modified health indicator
Remaining useful lives
Risks assessments
Support vector regressions
Variational mode decomposition-singular value decomposition
Prediction and evaluation of plasma arc reforming of naphthalene using a hybrid machine learning model
期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2021, 卷号: 404, 页码: 10
作者:
Wang, Yaolin
;
Liao, Zinan
;
Mathieu, Stephanie
;
Bin F(宾峰)
;
Tu, Xin
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/03/03
Machine learning
Non-thermal plasma
Biomass gasification
Tar reforming
Naphthalene
Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms
期刊论文
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 1, 页码: 441-452
作者:
Zhang, Pin
;
Yin, Zhen-Yu
;
Jin, Yin-Fu
;
Chan, Tommy H. T.
;
Gao FP(高福平)
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/03/03
Compressibility
Clays
Machine learning
Optimization
Random forest
Genetic algorithm
The Assessment of Upper-Limb Spasticity Based on a Multi-Layer Process Using a Portable Measurement System
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2021, 卷号: 29, 页码: 2242-2251
作者:
Wang, Chen
;
Peng, Liang
;
Hou, Zeng-Guang
;
Zhang, Pu
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/12/28
Spasticity quantification
portable assessment device
modified genetic algorithm
ensemble empirical mode decomposition (EEMD)
multi-layer fusion
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM
期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2020, 卷号: 69, 期号: 1, 页码: 139-153
作者:
Yu, Xiao
;
Liu, Jin
;
Keung, Jacky Wai
;
Li, Qing
;
Bennin, Kwabena Ebo
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2020/06/02
Support vector machines
Software
Prediction algorithms
Predictive models
Testing
Software algorithms
Computer science
Cost-sensitive learning
data imbalance
ranking-oriented defect prediction (RODP)
Novel Interactive Preference-Based Multiobjective Evolutionary Optimization for Bolt Supporting Networks
期刊论文
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2020, 卷号: 24, 期号: 4, 页码: 750-764
作者:
Guo YN(郭一楠)
;
Zhang, Xu
;
Gong DW(巩敦卫)
;
Zhang, Zhen
;
Yang JJ(杨建建)
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2020/08/22
Fasteners
Optimization
Rocks
Stability analysis
Tunneling
Bolt supporting network
interaction
multiobjective evolutionary optimization
preference
surrogate model
A novel CACOR-SVR multi-objective optimization approach and its application in aerodynamic shape optimization of high-speed train
期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 13, 页码: 5035-5051
作者:
Zhang Y
;
Guo DL(郭迪龙)
;
Sun ZX(孙振旭)
;
Chen DW
收藏
  |  
浏览/下载:75/0
  |  
提交时间:2019/09/09
Chaos ant colony optimization
Support vector machine
Multi-objective optimization
Vehicle modeling function
High-speed trains
Evolutionary support vector machine for RMB exchange rate forecasting
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 521, 页码: 692-704
作者:
Fu, Sibao
;
Li, Yongwu
;
Sun, Shaolong
;
Li, Hongtao
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2020/01/10
Exchange rate forecasting
Evolutionary support vector regression
Particle swarm optimization
Genetic algorithm
Phase space reconstruction
Comparison of two new intelligent wind speed forecasting approaches based on Wavelet Packet Decomposition, Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Artificial Neural Networks
期刊论文
Energy Conversion and Management, 2018, 卷号: 155, 页码: 188-200
作者:
Liu, Hui
;
Mi, Xiwei
;
Li, Yanfei*
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2019/12/03
Wind speed forecasting
Wavelet packet decomposition
Complete Ensemble Empirical Mode Decomposition with Adaptive Noise
Artificial Neural Network
ANN
Artificial Neural Network
AR
Auto Regressive
ARIMA
Auto Regressive Integrated Moving Average
BA
Bat Algorithm
BP
Back-propagation Neural Network
CEEMDAN
Complete Ensemble Empirical Mode Decomposition
CG
Conjugate Gradient
CLSFPA
Flower Pollination Algorithm with Chaotic Local Search
CNN
Convolutional Neural Network
CS
Compressive Sensing
CSA
Cuckoo Search Algorithm
EEMD
Ensemble Empirical Mode Decomposition
ESM
Exponential Smoothing Method
FA
Firefly Algorithm
FAC
First-order Adaptive Coefficient
GA
Genetic Algorithm
GRNN
General Regression Neural Network
HBSA
Hybrid Backtracking Search Algorithm
HWM
Holt-Winters Model
IMFs
Intrinsic Mode Functions
IS
Input parameter Selection
KF
Kalman filter
LSSVM
Least Square Support Vector Machine
MAE
Mean Absolute Error
MAPE
Mean Absolute Percentage Error
MLP
Multilayer Perceptron Neural Network
MOBA
Multi Objective Bat Algorithm
NNCT
No Negative Constraint Theory
NSGA
Non-dominated Sorting Genetic Algorithm
OVMD
Optimized Variational Mode Decomposition
PSO
Particle Swam Optimization
PSOSA
Particle Swarm Optimization based on Simulated Annealing
PSR
Phase Space Reconstruction
RBF
Radial Basis Function Neural Network
RMSE
Root Mean Square Error
SAC
Second-order Adaptive Coefficient
SAM
Seasonal Adjustment Method
SDA
Secondary Decomposition Algorithm
SEA
Seasonal Exponential Adjustment
SOM
Self-Organizing feature Maps
SSA
Singular Spectrum Analysis
SVR
Support Vector Regression
VMD
Variational Mode Decomposition
v-SVM
v-Support Vector Machine
WD
Wavelet Decomposition
WPD
Wavelet Packet Decomposition
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