... after that. Design of a Control System: The arrangement or the plan of the system structure and the selection of suitable components and parameters Trang 30Design Specifications: A set of prescribed ... system’s equations of motion are rewritten as a system of first-order differential equations, each of these differential equations consists of thetime derivative of the one of the state variables ... condition, of the performance of a system whose mathematical model is known Analysis is investigation of the properties and performance of an existing control system By synthesis we mean using an
Ngày tải lên: 01/01/2014, 18:43
... same-indexed pair of machine current IMFs at 20Hz. 98 Table 6.2: Similarity measures of same-indexed pair of machine current IMFs at 30Hz. 98 Table 6.3: Similarity measures of same-indexed pair of machine ... MACHINE SIGNATURES AT MACHINE SPEED OF 20HZ Figure A 1: EMD of HTY20 signature. 124 Figure A 2: EMD of BRG20 signature. 125 Figure A 3: EMD of BRB20 signature. 126 Figure A 4: EMD of ... (residue) of the machine signatures at 30Hz. ................ 103 Figure 6.10: IMF10 and IMF11 (residue) of the machine signatures at 40Hz. .............. 103 Figure 6.11: IMF5-9 of the HTY machine
Ngày tải lên: 03/10/2015, 21:57
Condition monitoring and fault diagnosis of induction machine using artificial intelligence methods and empirical mode decomposition
... classification of vibration signatures result summary 88 Table 6.1: Similarity measures of same-indexed pair of machine current IMFs at 20Hz 98 Table 6.2: Similarity measures of same-indexed pair of machine ... (residue) of the machine signatures at 40Hz 103 Figure 6.11: IMF5-9 of the HTY machine signatures at 20Hz 104 Figure 6.12: IMF5-9 of the BRG machine signatures at 20Hz 105 Figure 6.13: IMF5-9 of ... supervisors, Prof Xu Jianxin and A/Prof Sanjib Kumar Panda for their encouragement and advices Their profound knowledge and experiences in the field of machine learning techniques and machine system
Ngày tải lên: 04/10/2015, 07:58
Luận văn thạc sĩ Kỹ thuật cơ điện tử: Design of socket''s surface defect detection using machine learning
... pattern recognition methods, DL offers automatic learning capability of features from datasets while manually designed features mainly rely on knowledge and experience of designer Industrial application ... objectivesThe reviewing of a significant amount of reported of works in same field of study gave us some insights into the existing challenges to overcome and possible development of this application ... performance of model By the end of this stage, the images within the dataset were designated into 6 separate categories, as seen in table 3.2 Figure 3.5 Example of CPU socket Table 3.2 Summary of the
Ngày tải lên: 25/09/2024, 14:51
Research and design of a system for early fire detection using machine learning on indoor laboratory data
... main goal of this thesis is to design, develop, and evaluate an advanced early fire detection system using machine learning techniques and a comprehensive set of sensors, with the goal of providing ... offering a significant advancement in fire safety technology.Machine LearningOverview of Machine LearningThere are three primary categories of machine learning: supervised learning, un- supervised learning, ... context of PCA, it’s crucial to grasp the concept of norms, especially the 2-norm of a matrix The 2-norm of a matrix A is:||x|| 2 (2.8) where x is a vector This definition implies that the 2-norm of
Ngày tải lên: 21/11/2024, 21:54
FPGA Implementation of Light Rail Transit Fare Card Controller Using VHDL ppsx
... one of the type of level of abstraction easily dealt with by synthesis tools In RTL design a circuit is described as a set of registers and a set of transfer functions describing the flow of data ... II Web Edition software tool is used to synthesis of HDL designs, which enables the developer to compile their designs, perform timing analysis, examine RTL diagrams, simulate a design's reaction ... representation of the project hierarchy and a schematic view that displays the components of the design element of the process Trang 43.1 Top Module The top module Figure 3 consists of inner modules
Ngày tải lên: 08/08/2014, 03:20
Báo cáo sinh học: "Genome-wide prediction of discrete traits using bayesian regressions and machine learning" pptx
... attention: the out of bag samples, and the variable importance. Out of bag sample The out of bag data (OOB) is an interesting feature of RF. Each tree is grown using a bootstrapped sample of the data, ... tion of ˆ y and y. Sensitivi ty and spe cificity for a giv en classifier may be computed as Sensitivity = + number of TN number of TN number of FP , and Specificity = + number of TP number of TP ... of the accuracy obtained with the most important SNP, and provides insight in the level of association of the SNP with the disease. The SNP with higher VI may be of interes t for prediction of
Ngày tải lên: 14/08/2014, 13:21
An investigation of customer value and patronage in retailing vending machine sector in vietnam
... of vending machine on Customer Value 2 The impact of Functionality of vending machine on Customer Value 3 The impact of Perceived Risk of using vending machine on Customer Value 4 The impact of ... for using vending machine I would use vending machine instead of conventional stores when there are discount rates for using vending machine or promotional activity I would using vending machine ... kinds of vending machine which respondents can use in Ho Chi Minh are Vending massage chair, vending soft drink machine, and vending exchange coin machine Thus, only respondents had used one of
Ngày tải lên: 06/08/2015, 14:25
Computational analysis of a permanent magnet synchronous machine using numerical techniques
... of PMSM Machine 2 1.2 Typical Configurations of BLDC Machine 3 1.3 Typical Configurations of (a) A DC Machine (b) A PM DC Machine 3 1.4 Demagnetization curve and energy product of permanent ... structures of a conventional DC machine and aPMDC commutator machine are shown in Fig 1.3 Figure 1.1: Typical Configurations of PMSM Machine Trang 23Figure 1.2: Typical Configurations of BLDC Machine ... 1COMPUTATIONAL ANALYSIS OF APERMANENT MAGNET SYNCHRONOUS MACHINE USING NUMERICAL TECHNIQUES DONG JING A THESIS SUBMITTEDFOR THE DEGREE OF DOCTOR OF PHILOSOPHY DEPARTMENT OF ELECTRICAL & COMPUTER
Ngày tải lên: 15/09/2015, 22:17
Analysis and design of machine learning
... Trang 162Analysis and Design of Machine learning TechniquesManipulating or graspi ng objects seems like a trivial task for humans, asthese are motor skills of everyday lift, :\'evertheless, ... interested in integrating machine learning About the Author Patrick Stalph was a Ph.D student at the chair of Cognitive Modeling, which is led by Prof Butz at the University of Tlibingen ... and scalability of those algorithms isevaluated in theon:tical simulations and more realistic scenarios with theiCub humanoid robot Convincing results confirm the applicability of theapproach,
Ngày tải lên: 08/03/2018, 14:36
Mastering python design patterns create various design patterns to master the art of solving problems using python
... 14Design patterns In software engineering, a design pattern is a recommended solution to a software design problem Design patterns generally describe how to structure our code to solve common design ... page] For example, the reference [GOF95, page 10] refers to the 10th page of the GOF (Design Patterns: Elements of Reusable Object-Oriented Software) book At the end of the book, there is a section ... and cover the benefits of using the Factory design pattern instead of direct object instantiation Chapter 2, The Builder Pattern, will teach you how to simplify the creation of objects that are
Ngày tải lên: 04/03/2019, 11:14
Motion design of cam mechanisms by using non uniform rational b spline
... operation of many machine classes,especially those of the automatic type, such as cutting machines, screw machines, textilemachines, internal combustion engines, and control systems In any class of machinery ... General Synthesis of Motion Curves Using NURBS 29 3.1 Description of NURBS for motion curves 29 3.2 General synthesis of cam motion using NURBS 35 3.3 Selecting the degree of NURBS used ... Structure of the motion program (c) Selection of a mathematic function for the displacement program (d) Determination of main dimensions (e) Calculation of cam profiles (f) Construction of the cam
Ngày tải lên: 18/04/2019, 09:24
Psychological skills training and a mindfulness-based intervention to enhance functional athletic performance: Design of a randomized controlled trial using ambulatory assessment
... contributions PR constructed the design of the study and drafted the manuscript DB constructed the design of the study and revised the manuscript SH participated in the design of the study and revised ... University of Zürich, Zürich, Switzerland Full list of author information is available at the end of the article © 2016 The Author(s) Open Access This article is distributed under the terms of the ... psychological interventions and the utility of our FAB measure as an alternative outcome variable, which solves some of the problems of fre-quently used objective measures of performance Psychological skills
Ngày tải lên: 10/01/2020, 14:07
Optimum design of a CCHP system based on Economical, energy and environmental considerations using GA and PSO
... consists of the capital cost of equipment, cost of fuel consumed by the boiler and the PGU, operation cost of equipment, and cost/profit from transfer of electricity from/to the grid Salvage value of ... reduce the complexity of the problem A variety of methods for determining optimum design of CCHP systems are proposed Initially linear optimisation models were developed to design energy systems ... endeavoured to reflect the influence of optimum design and operation planning of the system in reduction of economic costs, environmental footprint measured in terms of CO2 emissions, and energy consumption
Ngày tải lên: 14/05/2020, 22:35
Planning and design of surface drainage system of an agricultural farmland using HCS curve number method with most economical section
... most of the problematic area (about 90%) is paddy area and Velocity of flow is taken as 0.90 m/s On the basis of drainage requirement of study area, different types of drainage channels are designed ... absence of an adequate drainage system The sustainability of farm operations are highly vulnerable due to fluctuations in rainfall Thus, the estimation of drainage design layout and identification of ... constant infiltration rate of the soil of the problematic area is determined as 0.55 cm/hr Contour map and 3-D surface map of study area On taking elevation of 30m×30m grid of study area minimum
Ngày tải lên: 06/08/2020, 00:39
Analysis and prediction of human acetylation using a cascade classifier based on support vector machine
... on the influence of cell chromosome structure and the activation of nuclear transcription factors However, the recent study of the flux of proteins and the metabolic pathway of different species ... through various types of two-class machine learning algorithms In 2014, Lu et al used MDDlogo to cluster positive samples and built a series of classifiers using several kinds of sequence features ... prediction of PTM sites in different organisms Therefore, in this study, we devel-oped a method specific to human using a cascade classi-fier of support vector machine to solve the imbalance problem of
Ngày tải lên: 25/11/2020, 12:39
Design of IP core for image compression using contourlet transform
... information technology for image and video storage The goal of image compression is to reduce necessary bit to express an image while the qualityof image is adapted to user demand The conventional methods ... image better in contour and texture regions However, Contourlet transform has been implemented by software but not by hardware The Contourlet transform has high computational complexity, and thus ... hardware IP core The proposed IP core will be described in Verilog code and tested on FPGA The product of the project can be applied in systems on chip for image and video processing Trang 57 DANH MỤC
Ngày tải lên: 23/01/2021, 10:36
Data Analysis Using R:4. Design of experiments
... Analysis Using R:4 Design of experiments Tuan V Nguyen Garvan Institute of Medical Research, Sydney, Australia Trang 2• Terminology • Principles of experimental design • Single-factor design • ... 11Completely randomized design Địa điểm Mảnh đất 1 Mảnh đất 2 Mảnh đất 3 Trang 12Randomized block design Địa điểm Mảnh đất 1 Mảnh đất 2 Mảnh đất 3 Trang 13Incomplete block design Địa điểm Mảnh ... 15Two-factor designs: Factorial design Ảnh hưởng của nhiệt độ (thấp và cao), vật liệu (A và B), và phương pháp sản xuất (cơ khí và hóa chất) đến độ mạnh của giấy Trang 16Latin square design So sánh
Ngày tải lên: 20/04/2022, 14:51
Design of two stage operational amplifier using indirect feedback
... Amplifier Design and Simulation 17 Design Specifications: 17 Design Process using Miller Compensation Technique: 18 Cadence Design and Simulation of Miller Compensation Amplifier 19 Design ... https://scholarworks.uark.edu/eleguht/64 Trang 2Design of Two-Stage Operational Amplifier using Indirect Feedback Frequency Compensation Trang 3Design of Two-Stage Operational Amplifier using Indirect Feedback Frequency ... fulfilment of the requirements for the degree of Bachelor of Science in Electrical Engineering by Roderick A Gomez May 2019 University of Arkansas Trang 4Abstract This thesis work details the designing
Ngày tải lên: 12/06/2022, 21:45