Proceedings of the 2015 International Conference on Electrical, Automation and Mechanical Engineering

Session: Artificial Intelligence and Control Automation

29 articles
Proceedings Article

Study on the Fixture Analysis and Configuration Method for Computer-aided Modular Fixture Design

Y.Q. Zhou, B.Z. Li, Q.X. Wang, Y. Zhang
Modular fixture design is a complex process. Computer-aided modular fixture design can help to accumulate the experience and technology of fixture designer. In this paper, the optimal configuration method of hole modular fixture is studied in computer-aided modular fixture design. Firstly, the characteristics...
Proceedings Article

GMDH based on Genetic Algorithm and MMT Policy for Energy Efficient Dynamic Consolidation of Virtual Machines

C.L. Peng, Y. Li, Z.Q. Wang, S.D. Du
Dynamic consolidation of virtual machines (VMs) is an effective way to improve the utilization of resources and energy efficiency in grid computing. We propose a novel load balancing approach that combines the Group Method of Data Handling (GMDH) based on Geneticalgorithmfor host overload prediction...
Proceedings Article

Ada-Boostbased Gesture Recognition using Time Interval Window

S.J. Hwang, J.P. Na, S.J. Park, J.H. Baek
The task of recognizing 3D gesture for controlling equipment is highly challenging due to the propagation of 3D smart TV recently. In this paper, the Ada-Boost algorithm is applied to 3D gesture recognition by using a Kinect sensor. We recognized time-invariant 3D gesture using global and local feature...
Proceedings Article

Deep Feature Learning for Tibetan Speech Recognition using Sparse Auto-encoder

H. Wang, Y. Zhao, X.F. Liu, X.N. Xu, L. Wang, N. Zhou, Y.M. Xu
HMM models based on MFCC features are widely used by researchers in Tibetan speech recognition. Although the shallow models of HMM are effective, they cannot reflect the speech perceptual mechanism in human being’s brain. In this paper, we propose to apply sparse auto-encoder to learn deep features based...
Proceedings Article

A Primary Research on Gabor Tensor Sparse Features Representation for Whispered Speech Recognition

X.Q. Chen, H.M. Zhao, Y.B. Yu, H.W. Wu, Z. Liu
Due to differences between normal and whispered speech, traditional feature performed poorly for whispered recognition. In this paper, a novel approach for whispered speech feature representation is proposed based on Gabor filtering and tensor factorization. The sparse feature is extracted by processing...
Proceedings Article

A Design of an Autonomous Agricultural Robot to Navigate between Rows

I.H. Celen, E. Onler, E. Kilic
An ultrasonic distance measuring based row guidance method is presented to guide a robot platform which is designed independently to drive through the row crops in a field. The offset of the robot platform are detect-ed real-time for guiding the robot inside the crop row and also turn at the end of the...
Proceedings Article

A Robot Collaboration Methodology for Immediate Evacuation from Landslide

T. Miyachi, G. Buribayeva, S. Iga, T. Furuhata
Global warming had increased the temperature of the ocean and caused new type of 116 landslides in the midnight by heavy rainfalls in Hiroshima Landslide in 2014. 74 people lost their lives. We propose a robot collaboration methodology in disaster warning that gives residents “Scenario in situation”...
Proceedings Article

Introduction of Traditional Mongolian-Chinese Machine Translation

J. Wu, H.X. Hou, M. Monghjaya, F.L. Bao, C.J. Xie
With the rapid development of Mongolian information technology and the closer communication within different nationalities, machine translation between Mongolian language and Chinese becomes more and more important. Traditional Mongolian-Chinese machine translation has achieved fruitful results in recent...
Proceedings Article

Application of Machine Vision to Collision Avoidance Control of the Overhead Crane

J.S. Yang, M.L. Huang, W.F. Chien, M.H. Tsai
The overhead crane is one of dangerous machines. It may cause personnel injury, or even property damages if any accidents happen in working area. Thus, to ensure safe operation, the load size, route and working environment should be taken into consideration. This study developed a safety alarm device...
Proceedings Article

Intelligent Space for Building Fire Detection and Evacuation Decision Support

Z.C. Zou, H. Leng, K.L. Wu, W.Q. Su
Building fires cause incredible life and property losses. In order to enhance buildings safety a framework of building up intelligent space based fire detection and evacuation system is clarified in this paper. On the base of building fire defence analysis, this paper illustrates the application of intelligent...
Proceedings Article

An Improved Dead Reckoning Algorithm for Indoor Positioning Based on Inertial Sensors

Z. Zhou, T. Chen, L. Xu
Locationbasedservice(LBS) became more and more popular.ThecoretechnologyofLBS is positioning. For indoor positioning, the GPS (Global Positioning System) receiver can’t provide accurate results and even fails in positioning. This paper raises a method by using inertial sensors to realize a continuous...
Proceedings Article

Research Methods on Recognizing Potential Opinion Leaders of Hot Event Based on Social Network

D.C. Qu, H.X. Lian, H. Xie, S.L. Guo, J. Li
Recognizing the "opinion leaders" in advance is a new requirement in the context of social network. "From back to front" approaches do not conform to the transmission and evolution of development process of hot events. To address this problem, this paper proposes the concept of "potential opinion leaders",...
Proceedings Article

Target Tracking by Adaptive Waveform Design of Generalized Frequency Modulation

W.H. Xue, F. Xie, L. Mao
A tracking algorithm by adaptive waveform design of generalized frequency modulation (GFM) is researched in this paper. According to the tracker’s dynamical requirements, the transmitted waveform for the next time step is adaptively designed based on GFM pulses as a sample waveform, in order to minimize...
Proceedings Article

Research on Dynamic Coverage Based on V-DE Algorithm in Wireless Sensor Networks

Y.X. Zhang, X.Y. Li, Z.Q. Huang
With the development and application of sensor network technology, how to achieve a dynamic multi-objective sensor network coverage optimization has become an important issue currently facing the sensor network. By analysis of the original algorithm for the dynamic overlay node mobility departure, V-DE...
Proceedings Article

Swing Up and Balancing Implementation for the Pendubot Using Advanced Sliding Mode Control

C.V. Kien, N.N. Son, H.P. Huy Anh
In this paper, an advanced sliding mode control (ASMC) with integral sliding function is proposed for the pendubot system which is a planar two degree of freedom (2-DOF) robotic arm in the vertical plane with an actuator at the shoulder, but no actuator at the elbow. Using MATLAB/SIMULINK environment,...
Proceedings Article

Predictive Control System of Gas Recovery Based on Neural Network and Fuzzy Control

H.Y. Bian, Y.L. Chang
Aiming at the problem that the converter gas steam recovery and average recovery rate is less than forty percent in some steel factory, this research optimized recycle-using system of steel plant’s converter gas by applying neural-network adaptive predictive control and fuzzy control. The simulation...
Proceedings Article

Generating Orientated Point Clouds From RGB-D Sensor

W.B. Shan, Y. Yao, J.J. Liu, M. Guo
In order to reconstruct a surface by using the data from RGB-D sensor, this paper presents a viewpoint based method for estimating the orientation of point clouds. Firstly, a PCA method is used to compute the normal vector of each point. In this process, the orientation of the normal is determined by...
Proceedings Article

Engineering Environment Mediated Natural Coordination for Multiagent Systems in SAPERE

F. Zambonelli
SAPERE is a general multiagent framework to support the development of self-organizing pervasive computing services. One of the key aspects of the SAPERE approach is to have all interactions between agents take place in an indirect way, via a shared spatial environment. In such environment, a set of...
Proceedings Article

Model and Simulation Study on Pressurizer Pressure System

Z.B. Xu, J. Wu, Z.T. Quan, X.S. Zhang, X.Q. Ma
A double-district equilibrium model of a nuclear power plant pressurizer dynamic characteristic was established through the approach of theoretical modelling simplifying. Moreover, the proposed model was examined in spray water disturbances and heating disturbances experiments by on-site simulator operating...
Proceedings Article

Design of Time-to-Digital Converter for Precision Control

S.F. Lin, C.W. Lin
The time-to-digital converter is a widely used device for measuring pulse width,timing characteristic of signal in precise control. In this paper, we present a cyclic time-to-digital converter based on the pulse-shrinking technique. Through utilizing the temperature-compensated Schmitt trigger and design...
Proceedings Article

An Unsupervised Model on Outsourcing Software Projects Risks Based on T-S Fuzzy Neural Network

Z.Z. Ouyang, J.Z. Chen, Z.H. Zhang, Y. Hu
Supervised learning algorithm is widely used in current research of software project risks, while it cannot evaluate the risk without decision class. Considering this, we present an unsupervised model, which can solve the forecasting problem of outsourcing software projects risks in unsupervised situation,...
Proceedings Article

Sensor Networks and Optimal Regular Covering of the Plane With Equal Sectors

A. Erzin, N. Shabelnikova
We suppose that in the sensor network, the sensing areas of the sensors are equal sectors, and consider the problem of regular covering of the plane with minimal number of identical sensors per unit area. In the regular cover, the plane is split into the equal regular polygons – “tiles” (equilateral...
Proceedings Article

Hamiltonian Method in the Application of Permanent Magnet Linear Motor Control

S. Li, C.Y. Zhi
Ac motor control system is complex nonlinear system which contains many factors such as multi-variable, strong coupling, time-varying and uncertainty parameters, it is very complicated to adopt the traditional control method to control this system. First this paper established the mathematical model...
Proceedings Article

The Study of the Automatic Manual Truck Transmission Clutch Performance

A. Blokhin, V. Mankovsky, A. Kropp
The paper describes the research conducted in the NSTU named after R.E. Alekseev to design and create clutch linkage of the multispeed manual transmissions with automatic control and pneumatic actuator. It represents a general scheme of the transmission and clutch control, design model of the clutch...
Proceedings Article

Combining Path-and-Posture Planning in 3D Environment

G. Zhang, S.M. Zhang, H. Liu, R.Q. Lu, Y. Huang
This work is part of a project “full life cycle automation of computer animation generation”. Among various animation planning tasks, it is crucial to plan the moving traces of avatars. Our previous animation generation software includes a path planning module. However, that module generates only a...
Proceedings Article

Run-Time Application Developing Phases for Energy Trade-Offs in HPC System Node

A. Portero, R. Vavrik, S. Kuchar, M. Golasowski, V. Vondrak
In this paper is proposed a HPC system running with an RTOS that is aware and monitors the health of the platform. On the system, an application for disaster management is running. The application can be executed with different QoS depending on the situation. We defined two main situations normal execution...
Proceedings Article

Conception of Nan Yin Digital System

F.F. Su, C. Wang, J. Ding, J. Gou
This paper proposes a conception of Nan Yin digital system to protect and inherit Nan Yin well and change the present situation of Nan Yin, which depends on people carriers by means of oral instruction and rote memory. The system includes four points inside: Nan Yin opern digital system, Nan Yin audio...
Proceedings Article

Analysis and Control of the Measurement of the University Students’ Ability

D. Fu, Z.F. He
We explored the methods of extension evaluation method in the application of innovation ability measurement for university students. This paper used both statistical analysis and comprehensive evaluation analysis carried out by statistical analysis software SPSS19.0 and MATLAB7.0, aimed to study a evaluation...
Proceedings Article

Realizing Robustness Testing Based on TTCN-3

X.M. Liu, Y.P. Liu, S.M. Liu, J. Wu
Robustness refers to the ability to ensure the software system execute correctly under normal or abnormal conditions in software testing. Robustness testing needs a large number of illegal and effective inputs, which are one of the key researches. The data variance is based on mutation testing, which...