Search scope:
排序: Display mode:
Prediction of vibration response of powerhouse structures based on LS-SVM optimized by PSO
Lian Jijian,He Longjun,Wang Haijun
Strategic Study of CAE 2011, Volume 13, Issue 12, Pages 45-50
The vibration of powerhouse structures is mainly induced by hydraulics factors, mechanical and electromagnetic factors of the generating unit. It nonlinearly couples with the generating unit. Based on prototype observation data of Ertan Hydropower Station, the paper analyzes the coupling effect between vibration of units and powerhouse,and then the vibration response forecasting model of the powerhouse is built based on LS-SVM optimized by particle swarm optimization algorithm, and the prediction results are coincide with the observed data. Further, the paper introduces the running water head as an input divisor into the intelligent prediction model while the forecasting range is extended, and the result is satisfactory.
Keywords: powerhouse coupled vibration particle swarm optimization algorithm least squares support vector machines
Identification of thermal error in a feed system based on multi-class LS-SVM
Chao JIN, Bo WU, Youmin HU, Yao CHENG
Frontiers of Mechanical Engineering 2012, Volume 7, Issue 1, Pages 47-54 doi: 10.1007/s11465-012-0307-6
Keywords: least squares support vector machine (LS-SVM) feed system thermal error precision machining
Le CHEN, Xianlin WANG, Hua ZHANG, Xugang ZHANG, Binbin DAN
Frontiers of Mechanical Engineering 2019, Volume 14, Issue 4, Pages 412-421 doi: 10.1007/s11465-019-0551-0
Keywords: predecisional remanufacturing reliability least squares support vector regression (LS-SVR) game theory
Generalization and application in time series forecasting of the least square support vector machine
Xiang Xiaodong
Strategic Study of CAE 2008, Volume 10, Issue 11, Pages 89-92
Keywords: least square support vector machine generalization time series forecasting
Gurmanik KAUR,Ajat Shatru ARORA,Vijender Kumar JAIN
Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 6, Pages 474-485 doi: 10.1631/FITEE.1400295
Keywords: stepwise regression Artificial neural network (ANN) Adaptive neuro-fuzzy inference system (ANFIS) Leastsquares support vector machine (LS-SVM)
K. Sathish KUMAR, T. JAYABARATHI
Frontiers in Energy 2012, Volume 6, Issue 4, Pages 394-402 doi: 10.1007/s11708-012-0211-0
Keywords: support vector machines (SVM) structural risk minimization (SRM) equivalent capacity margin (ECM) restoration
LSSVM-based approach for refining soil failure criteria and calculating safety factor of slopes
Shiguo XIAO; Shaohong LI
Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 7, Pages 871-881 doi: 10.1007/s11709-022-0863-8
Keywords: slope stability safety factor failure criterion least square support vector machine
Bang-hua YANG,Liang-fei HE,Lin LIN,Qian WANG
Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 6, Pages 486-496 doi: 10.1631/FITEE.1400299
Keywords: Brain-computer interface (BCI) Spatial constraint independent component analysis based recursive leastsquares (SCICA-RLS)
Liquefaction prediction using support vector machine model based on cone penetration data
Pijush SAMUI
Frontiers of Structural and Civil Engineering 2013, Volume 7, Issue 1, Pages 72-82 doi: 10.1007/s11709-013-0185-y
Keywords: earthquake cone penetration test liquefaction support vector machine (SVM) prediction
Alireza TABARSA, Nima LATIFI, Abdolreza OSOULI, Younes BAGHERI
Frontiers of Structural and Civil Engineering 2021, Volume 15, Issue 2, Pages 520-536 doi: 10.1007/s11709-021-0689-9
Keywords: unconfined compressive strength artificial neural network support vector machine predictive models regression
Ali Reza GHANIZADEH, Hakime ABBASLOU, Amir Tavana AMLASHI, Pourya ALIDOUST
Frontiers of Structural and Civil Engineering 2019, Volume 13, Issue 1, Pages 215-239 doi: 10.1007/s11709-018-0489-z
Keywords: bentonite/sepiolite plastic concrete compressive strength artificial neural network support vector machine
Diagnosis of sewer pipe defects on image recognition of multi-features and support vector machine in
Xiangyang Ye, Jian’e Zuo, Ruohan Li, Yajiao Wang, Lili Gan, Zhonghan Yu, Xiaoqing Hu
Frontiers of Environmental Science & Engineering 2019, Volume 13, Issue 2, doi: 10.1007/s11783-019-1102-y
An image-recognition-based diagnosis system of pipe defect types was established. 1043 practical pipe images were gathered by CCTV robot in a southern Chinese city. The overall accuracy of the system is 84% and the highest accuracy is 99.3%. The accuracy shows positive correlation to the number of training samples.
Keywords: Sewer pipe defects Defect diagnosing Image recognition Multi-features extraction Support vector machine
Structural total least squares algorithm for locating multiple disjoint sources based on AOA/TOA/FOA None
Xin CHEN, Ding WANG, Rui-rui LIU, Jie-xin YIN, Ying WU
Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 7, Pages 917-936 doi: 10.1631/FITEE.1700735
Keywords: Single-station Structural total least squares Inverse iteration Angle-of-arrival (AOA) Time-of-arrival
Comparison of modeling methods for wind power prediction: a critical study
Rashmi P. SHETTY, A. SATHYABHAMA, P. Srinivasa PAI
Frontiers in Energy 2020, Volume 14, Issue 2, Pages 347-358 doi: 10.1007/s11708-018-0553-3
Keywords: power curve method of least squares cubic spline interpolation response surface methodology artificial
New decentralized control technique based on substructure and LQG approaches
Ying LEI, Ying LIN,
Frontiers of Mechanical Engineering 2009, Volume 4, Issue 4, Pages 386-392 doi: 10.1007/s11465-009-0041-x
Keywords: substructures decentralized control linear quadratic Gaussian (LQG) Kalman filter unknown input least-squares
Title Author Date Type Operation
Prediction of vibration response of powerhouse structures based on LS-SVM optimized by PSO
Lian Jijian,He Longjun,Wang Haijun
Journal Article
Identification of thermal error in a feed system based on multi-class LS-SVM
Chao JIN, Bo WU, Youmin HU, Yao CHENG
Journal Article
Timing decision-making method of engine blades for predecisional remanufacturing based on reliability analysis
Le CHEN, Xianlin WANG, Hua ZHANG, Xugang ZHANG, Binbin DAN
Journal Article
Generalization and application in time series forecasting of the least square support vector machine
Xiang Xiaodong
Journal Article
Using hybrid models to predict blood pressure reactivity to unsupported back based on anthropometric characteristics
Gurmanik KAUR,Ajat Shatru ARORA,Vijender Kumar JAIN
Journal Article
Fault classification and reconfiguration of distribution systems using equivalent capacity margin method
K. Sathish KUMAR, T. JAYABARATHI
Journal Article
LSSVM-based approach for refining soil failure criteria and calculating safety factor of slopes
Shiguo XIAO; Shaohong LI
Journal Article
electroencephalogram signals using spatial constraint independent component analysis based recursive leastsquares in brain-computer interface
Bang-hua YANG,Liang-fei HE,Lin LIN,Qian WANG
Journal Article
Liquefaction prediction using support vector machine model based on cone penetration data
Pijush SAMUI
Journal Article
Unconfined compressive strength prediction of soils stabilized using artificial neural networks and supportvector machines
Alireza TABARSA, Nima LATIFI, Abdolreza OSOULI, Younes BAGHERI
Journal Article
Modeling of bentonite/sepiolite plastic concrete compressive strength using artificial neural network and supportvector machine
Ali Reza GHANIZADEH, Hakime ABBASLOU, Amir Tavana AMLASHI, Pourya ALIDOUST
Journal Article
Diagnosis of sewer pipe defects on image recognition of multi-features and support vector machine in
Xiangyang Ye, Jian’e Zuo, Ruohan Li, Yajiao Wang, Lili Gan, Zhonghan Yu, Xiaoqing Hu
Journal Article
Structural total least squares algorithm for locating multiple disjoint sources based on AOA/TOA/FOA
Xin CHEN, Ding WANG, Rui-rui LIU, Jie-xin YIN, Ying WU
Journal Article
Comparison of modeling methods for wind power prediction: a critical study
Rashmi P. SHETTY, A. SATHYABHAMA, P. Srinivasa PAI
Journal Article