NDLI: Fault Diagnosis of Steam Turbine-Generator Sets Using Evolutionary Based Support Vector Machine

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2014 International Symposium on Computer, Consumer and Control

2012 International Symposium on Computer, Consumer and Control

Copyright (c) 2012 by The Institute of Electrical and Electronics Engineers, Inc. All rights reserved.

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Copyright (c) 2012 by The Institute of Electrical and Electronics Engineers, Inc. All rights reserved [Copyright notice]

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Synthesis and Implementation of UART Using VHDL Codes

Developing a Cloud Energy-Saving and Data-Mining Information Agent with Web Service Techniques

The Era of Cloud Computer: Thru Bio-detecting and Open-Resources to Achieve Ubiquitous Devices

An Architecture for Customer Co-business Systems

Application of Fuzzy Statistical Analysis in the Investigation of Junior High Students' Identification for Using Computer-Assisted Instruction in English Learning

Using Bayesian Network and LRFM Model in a Pediatric Dental Clinic

A Multidimensional Pivot Table Model Based on MVVM Pattern for Rich Internet Application

Combining Fuzzy Systems and Social Networking Sites Design to Alarm Clocks Using the Android System

A Novel Fractional Discrete Cosine Transform Based Reversible Watermarking for Biomedical Image Applications

Hybrid Artificial Immune Algorithm and Particle Swarm Optimization for Solving Unconstrained Global Optimization Problems

Parallelism and Auto-Tuner of Irregular Iteration in Reservoir Simulation

Thermal Management and Load Control of Container Data Center: A Case Study of Cloud Computing in a Rack

Computational Intelligence Approaches for Stock Price Forecasting

Applying Fuzzy Clustering Algorithm and Knowledge Structure Approach on Professional Certification on Nurses

Towards High-Availbility for Services Oriented Application

An Algorithm for Determining Critical Bipartite Graphs

A Hybrid Architecture of Routing Protocols for VANET with Cross-Layer Design

A New Artificial Bee Colony Based Clustering Method and Its Application to the Business Failure Prediction

Encapsulating Coordination in the Context of Distributed Systems

Securing Enterprise Mobile Information

A Support Vector Regression-Based Prediction of Students' School Performance

Compensatory Neurofuzzy Inference Systems for Pattern Classification

Hybrid P2P Client-Server Data Transmission Using Dynamic Peer Grouping and Switching

A Virtual Wealth Trading Model: Design and Implementation

Ubiquitous Navigation Based on Physical Maps and GPS

An Effective Mining Algorithm for Profit Mining

Impact of Certification, Evaluation and Time in Determining Trust on the Social Semantic Web

Reference Architecture for Medical Imaging Annotated in a GRID: Ontology-Based Services

Pseudonoise Sequence Generation with Improved Imperceptibility for Audio Watermarking

A Preliminary Study on Importing an Assessment Model for Open-Air Space Design Pattern of Coordinating Agents

Dice Image Recognition Scheme Using Pattern Comparison Technique

Development of 3D Virtual Multi-pyramid as a Mathematic Game for Elementary and Middle Schools' Students

Multimedia Processing and Applications: Based on Visualizing RIA Navigation On-Demand Service

A Lossless Color Image Compression Algorithm with Adaptive Arithmetic Coding Based on Adjacent Data Probability

Using Computer Programming to Enhance Science Learning for 5th Graders in Taipei

Advanced Information Fusion Approach to Heart Vessel Modelling and Recognition

Fast Spatial Averaging Filter

Parallelization of DVFS-enabled H.264/AVC Decoder on Heterogeneous Multi-core Platform

Three Dimensional Interactive Video System Based on the DTHI Technology

A Suboptimal Embedding Algorithm for Binary Matrix Embedding

A Study on the Effectiveness of Digital Signage Advertisement

Privacy-Openness Game in Virtual Life: The Game is a Premise for a Computer Supported Virtual Life

Anti-forensic Steganography Using Multi-bit Minimum Error Replacement with Flexible Bit Location

Maintaining Spatio-temporal Costraints for Distributed Multimedia Documents Using Point-Interval Algebra

Intelligent Visual Based Fall Detection Technique for Home Surveillance

A Modified Directional Gradient Descent Searches for Fast Block Motion Estimation

A Block-Mean Difference Based Sorting Scheme on Lossy Partail Distortion Search for Fast Optimal Motion Estimation

Joint Channel Estimation and Decoding Iteration for Pilot Symbol Assisted Turbo Coded System

The Research of an Improved Algorithm for Active Queue Management with BP

Research of the Time-Delay Performance of the Wireless Sensor Network

Dynamic Spectrum Management Using Genetic Algorithm

The Development of an Intelligent Campus Equipment Ubiquitous-Management System

Fuzzy Logical Control with Taguchi Method for Cluster Heads Election in Wireless Sensor Networks

Throughput Analysis of PD-CSMA/CA in Two Interference-Limited Cells

Handover Enhancement in LTE-advanced Relay Networks

Wireless Thermal Bubble Accelerometer on a Flexible Substrate

A Consensus-Based Leader Election Algorithm for Wireless Ad Hoc Networks

A Novel On-Glass Antenna for Mobile Handset Applications

Compatible Radio Controlled Clock Technology for Radio Broadcasting Data Transceiver

CONCORD II: A Configurable SoC Prototyping Platform

Supplier-Driven B2B e-Markets

Numerical and Experimental Studies on Pressure Drop and Performance Index of an Aluminum Microchannel Heat Sink

A Diamond Search Algorithm of Travel Route Planning

The Intelligent Partition for 3-D Basic Body Surface Based on Differential Evolution

Active Disturbance Rejection Guidance for Ascent Using Quadratic Transition

Site Selection Criteria for Coastal Tourism Facilities

Simple Nonlinear Air to Fuel Ratio Control for Spark Ignition Engines

Fuzzy Nonlinear Programming Based Life Cycle Cost Optimization for Hybrid Electric Vehicles

Marine LPG Engine Model for Control-Oriented Application

Manipulability Constraint Locus for a Six Degrees of Freedom Redundant Planar Manipulator

A Free Memory Space Scan Algorithm on the FPGAs

Numerical Calculations for Femtosecond-Pulsed Laser Ablation of Gold Films with Vaporization Mechanism

Binary Operating in All-Optical Logic Gates Based on Photonic Crystals

Delay-Line Sharing Based: A New CMOS Digital PWM Circuit

Effects of Ar Flow on the Optoelectronic Characteristics of Aluminum-Doped Zinc Oxide (AZO) Thin Films Prepared by RF Magnetron Sputtering

The Interface Development of Chinese DAISY Player Operation Procedure

Luminance Dynamic Range Conersion Circuit Based on Probabilistic Neural Network for Night Vision System

A 2D-to-3D Image Conversion System Using Block Slope Pattern Based Vanishing Point Detection Technology

Implementation of Multi-view Generation System Based on DIBR

Implementation of Low-Cost Vision-Based Gesture Recognition Systems Based on FPGA Approach

Design and Implementation of CAN-USB Converter Based on ARM7 Serial Protocol API

Development of an Efficient Method for Eye Detection on Mobile CE Devices

The ASR Approach Based on Embedded System for Meal Service Robot

The Design of a High Power Factor Brushless DC Motor Drive

Analysis of Wind Generation System by Real-Time Simulation

Single-Stage Single-Switch High-Power-Factor Boost-Forward Converter with FM and PWM Composite Control

Microwave- and Ultrasound-Enhanced Production of Biodiesel from Waste Cooking Oil

Microwave-Assisted Heterogeneous Catalytic Transesterification of Soybean Oil

Small Signal Modeling of LLC Resonant Converters Based on Extended Describing Function

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Modeling and Simulation for Grid Fault Impacts on a DC Microgrid

Smart Integrated Circuit and System Design for Renewable Energy Applications

Second Use of Retired Lithium-ion Battery Packs from Electric Vehicles: Technological Challenges, Cost Analysis and Optimal Business Model

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Analysis of Vocational High School Websites in Taiwan

Computational and Experimental Study of a Coaxial Pipe Flow Generator

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Design of a Fault Diagnosis System for PEM Fuel Cells

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Performance of a Novel Energy-Efficient Data Relaying in Wireless Sensor Networks

Fault Diagnosis of Steam Turbine-Generator Sets Using Evolutionary Based Support Vector Machine

Linear Surface Waves in Roll Coating Flows of Thin Viscoelastic Polymer Liquid Films Using Power-Series Approximation Approach Techniques

Model and Simulation of Evolutionary Algorithms for Probing Carbon Nitride Films

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The Cooling Device of Drum Brake System by Using Thermoelestic Cooling Module

Gender Recognition Studying by Gait Energy Image Classification

Multimedia Features for Conjugate Heat Transfer of MHD Mixed Convection with Ohmic Effect for Viscoelastic Fluid Past a Stretching Sheet

The Determination of Optimal Suppliers for the Chain Restaurant Industry by Integrating a Modified LVQ Algorithm and the Gray Multi-attribute Decision

Protocol Stack for Nano Networks

Location Choice and Agglomeration Mechanism of Foreign Direct Investment

The Transistor Characteristics of Zinc Oxide Active Layer with Different Thickness of Zinc Oxide Thin-Film

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A Watermarking Algorithm for Three Dimensional Models Using Discrete Wavelet Transform

A MRA-based Color Transformation Scheme between Objects

Photo-Resist Protected Technology Application on Solution-Based IZO-TFT

A Heuristic Model-Based Test Prioritization Method for Regression Testing

Some Properties of the Overlapping Words

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Innovative Intelligent Computing for Software Development: An Empirical Modelling Approach

Image Segmentation Using Proportion of Foreground to Background Algorithm

A Secure Content Distribution Based on Chaotic Desynchronization

Texture Classification Using Adaptive Feature Extraction Technique

Real-Time Vehicle License Plate Recognition Based on 1-D Discrete Periodic Wavelet Transform

Application of Grey Relational Analysis to Recognition of Liver Cancer in Biopsy Images

A Study for the Application of Body Sensing in Assisted Rehabilitation Training

Multiple Alignment Stage for the Automatic Precision Alignment System

Accelerated Degradation Assessment of 18650 Lithium-Ion Batteries

Cryptanalysis of a Secure Dynamic Identity Based Authentication Protocol for Multi-server Architecture

Grid Clustering Algorithm with Simple Leaping Search Technique

Lecturer-Led Online-Assisted Learning among Tertiary Students

Reliability Tests of a RFID-based Lock for Power Meter Applications

Analysis and Design of Robust Feedback Control Systems for a Nonlinear Two-Wheel Inverted Pendulum System

A Fast-Lock Analog Multiphase Delay-Locked Loop Using a Dual-Slope Technique

Establish a Dynamic Assessment Test System for "Calculus" Using "Limit and Continuous Function" Unit as an Example

IEEE Computer Society Technical & Conference Activities Board [Publisher's information]

Fault Diagnosis of Steam Turbine-Generator Sets Using Evolutionary Based Support Vector Machine

Content Provider	IEEE Xplore Digital Library
Author	Huo-Ching Sun Yann-Chang Huang
Copyright Year	2012
Abstract	This paper presents particle swarm optimization (PSO)-based support vector machine (SVM) to extract the optimal support vector from database for vibration fault diagnosis of steam turbine-generator sets (STGS). In this paper, the SVM is used to construct the vibration fault diagnosis model and the proposed PSO is then adopted to determine automatically the optimal parameters in the SVM. Test results demonstrated that the proposed PSO-based SVM method can achieve greater diagnostic accuracy than the SVM method. Thus, this paper has demonstrated the feasibility of applying the proposed PSO-based SVM method to the practical vibration fault diagnosis of the STGS.
Starting Page	797
Ending Page	800
File Size	420344
Page Count	4
File Format	PDF
ISBN	9781467307673
DOI	10.1109/IS3C.2012.206
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-06-04
Publisher Place	Taiwan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Vibrations Support vector machines Fault diagnosis Training Accuracy Vibration fault diagnosis Support vector machine Particle swarm optimization Turbines Testing
Content Type	Text
Resource Type	Article

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