HVAC control using support vector regression models

Ngày tải lên: 01/03/2013, 17:01

... primary control PLL algorithm was used as a current measurement The control parameters were adjusted V CONCLUSION The characteristics of a new power flow controller, the Magnetic Energy Recovery Switch (MERS) , ... "Application of magnetic energy recovery switch for power factor correction," IPEC 2005 [11] J Wiik, T Isobe, T Takaku, T Kitahara, and R Shimada, "Applic...

Ngày tải lên: 15/10/2013, 16:12

... Multivariate models Simultaneous equations models 5.1 Non-linear 5.2 Other single equation two-stage least squares estimator 5.3 Non-linear simultaneous 5.4 Non-linear three-stage 5.5 Non-linear ... this introduction by citing general references on non-linear regression models Malinvaud (1970b) devotes one long chapter to non-linear regression models in which he discus...

Ngày tải lên: 23/10/2013, 10:15

... of the model with some laws of physics OBJECTIVE AND CONTENTS OF THE BOOK Relationship between the model parameters and the hysteresis loop Identification of the model parameters Control of systems ... parameter ¯ values = and n = with the Figure 4.8 Variation of x with the parameter ¯ values = and n = with the 81 83 Figure 4.9 Variation of x with...

Ngày tải lên: 12/12/2013, 22:41

... Reading Level Assessment This section highlights examples and features of some commonly used measures of reading level and discusses current research on the topic of reading level assessment using ... syntactic and semantic analysis Statistical language models (LMs) are used successfully in this way in other areas of NLP such as speech recognition and machine translati...

Ngày tải lên: 20/02/2014, 15:20

... computed for support vectors only, which makes it affordable for small numbers of support vectors Additionally, parts of the calculation such as the dot products xh.xk between support vectors ... criterion is computed with information about a single feature III Feature ranking with Support Vector Machines III.1 Support Vector Machines (SVM) To test the idea of using th...

Ngày tải lên: 06/03/2014, 00:22

... shows the cognate creation algorithm in detail Input: C1, a list of English-German cognate pairs {L1,L2}; C2, a test file of cognates in L1 Output: AL, a list of artificially constructed cognates ... interesting spin-off was analysed by Kondrak (2004), who first highlighted the importance of genetic cognates by comparing the phonetic similarity of lexemes with the semantic simi...

Ngày tải lên: 31/03/2014, 01:20

... 32-38 Image Classification using Support Vector Machine and Artificial Neural Network 35 3.1 Using ANN to classify on each sub -image 3.2 Using SVM to aggregate the classify result of all sub-images ... and Image Segmentation Feature Extraction A novel combination model (ANN_SVM) apply for image classification Classifying CL2 2.3 Image classification There are various...

Ngày tải lên: 28/04/2014, 10:06

... Cite this article as: Ziai and Menon: Comparison of regression models for estimation of isometric wrist joint torques using surface electromyography Journal of NeuroEngineering and Rehabilitation ... [2,3] Performance of five different models for estimation of isometric wrist flexion and extension torques are compared: a physiological based model (P...

Ngày tải lên: 19/06/2014, 08:20

... representations of bird syllables were studied in [17] The main emphasis and focus of this article is in applying support vector machine classifiers to the recognition of bird species and to compare ... overall recognition result was obtained with a mixture model CONCLUSIONS In this paper, support vector machine classification methods were applied to automatic recognition...

Ngày tải lên: 22/06/2014, 20:20

... divides the set of samples such that all the points with the same class are on the same sides of the hyperplane Let wo and bo denote the optimum values of the weight vector and bias, respectively The ... are separated by an optimal hyperplane, which is bounded by W T X m ≥ and W T X m+1 < 0, i i when the output value is m Hence, the vector X m is called th...

Ngày tải lên: 22/06/2014, 23:20

... used instead of 15 and 16 variables by the linear methods Apparently, these input variables contained more information in a nonlinear way than the other 15 or 16 contained in a linear way When a ... relevant input variables Background Hospital information systems in intensive care medicine generate large datasets on a daily basis These rapidly increasing amounts of d...

Ngày tải lên: 13/08/2014, 08:20

... allelic additive nonparametric regression Figure Results from the allelic additive nonparametric regression Correlation (r) between the true and the estimated breeding values (top) and regression ... haplotype additive nonparametric regression Results from the haplotype additive nonparametric regression Correlation (r) between the true and the estimated breeding...

Ngày tải lên: 14/08/2014, 13:21

... exploring combinations of descriptors vii LIST OF TABLES Table 1: Protein descriptors commonly used for predicting protein functional families 44 Table 2: The division of amino acids into three ... Machine learning-based approaches 1.2 Introduction to Machine Learning 10 1.2.1 Components of machine learning 11 1.2.3 Categories of machine learning ... current...

Ngày tải lên: 05/10/2015, 19:01

... nonlinear HVAC system in Chapter Chapter will discuss using the SVR forward model in nonlinear model predictive control for the HVAC system 13 Chapter3 Support Vector Regression Chapter Support Vector ... Identification with Support Vector Regression Chapter System Identification with Support Vector Regression In this project, inverse control and model predicti...

Ngày tải lên: 22/10/2015, 21:14