Expected Force Profile for HDD Bearing Installation Machine
|
|
- Maud Lewis
- 6 years ago
- Views:
Transcription
1 Expected Force Profile for HDD Bearing Installation Machine 91 Expected Force Profile for HDD Bearing Installation Machine Settha Tangkawanit 1 and Surachet Kanprachar 2, Non-members ABSTRACT In HDD industry, bearing installation machine is used to assembly bearing, T-ring, and HDD arm together. The required goal of this machine is to put all components together with a precise position needed. To get such precise position, the supplied force is needed. The force is one of a key factor to get the required assembly. The force and height profiles collected from the industry are used as raw data and analyzed. Two types of assembly are considered; that is, 2.5 and 3.5 HDD. The expected force profile to get the needed position in assembling the components together is achieved. The result of this paper can be used as a guideline for designing a precise bearing installation machine in order to reduce the rejection rate of the assembled products along the HDD production line. Keywords: Hard-disk drive, HGA, Bearing, T-Ring, Load cell, LVDT, Sensor, Force control. 1. INTRODUCTION Recently, the HDD (Hard Disk Drive) industry has been clearly shown to be one of the fastest growth industries in the world, especially in Thailand. Mostly, all kinds of HDD parts are produced by manufacturers located in Thailand. To get good HDD components and certainly the HDD itself, processes in HDD production line have to be improved. This can eventually increase the strength of the country for this kind of industry. The improvement can be done by doing research and development on every section of the production line. There have been much research done for improving the quality of HDD and reducing the cost in implementing HDD. For examples, in [1], it was shown that the HDD manufacturing costs due to the repeatable and nonrepeatable disturbances were lessened using a systematic combination of the internalmodel-base repetitive controller with a loop shaping filter. The performance improvement in terms of exploiting all the potentialities of HDD can be achieved by using electrostatic micro-actuator as presented in Manuscript received on March 31, 2007 ; revised on May 15, ,2 The authors are with the Department of Electrical and Computer Engineering, Faculty of Engineering, Naresuan University, Muang, Phitsanulok THAILAND, s: surachetka@nu.ac.th [2, 3]. The designed actuator offers high bandwidth and eases the assembly procedure of the slider in HDD. The improvement of the HDD assembly processes have also been developed using Shape Memory Alloy (SMA) as shown in [4]. This technique has been shown to be a promising technique to be used in the assembly of the spindle with record medium and the assembly of the driving arm with read/write head. These examples are just a few examples of the developments and research done in this industry. In this paper, the assembly of one of the key parts in HDD industries; that is, the HDD header, is studied. To get a usable HDD header, the assembling process has to be very accurate. Any mismatch or unsatisfied parts are not acceptable. The HDD header rejection could be from many reasons; for example, the parts to be put together are not precisely matched or some parts are too flexible because of the material problems. However, one of the reasons in the rejection of the HDD header is from the inaccurate position of the assembly between bearing, T-ring, and HDD arm after passing the components through a bearing installation machine. The bearing installation machine is a machine supplying force to push the bearing, T-ring, and HDD arm together as a whole. The force supplied is controlled by the height needed for a particular module of HDD arm. If the force is not supplied appropriately along the assembling process, the achieved height will not be exactly correct as needed by the specification. This then results in a rejection, which certainly causes losses in the production line. The force supplied in bearing installation machine is analyzed. The force and height as a function of time are collected from the industry. The data are gathered from almost a hundred of assembled parts. These assembled parts are accepted for being used in the next step since they are all passed through the inspection process. Using the collected force and height profiles, the expected force profile in order to get the required accurate assembly from the bearing installation machine is studied. 2. EXPERIMENTAL METHOD As mentioned, there are three parts to be combined in the bearing installation machine; that is, bearing, T-ring, and HDD arm. Bearing is the part for balancing the HDD header in order to allow the header to move around circularly. T-ring is the part acting as a
2 92 ECTI TRANSACTIONS ON ELECTRICAL ENG., ELECTRONICS, AND COMMUNICATIONS VOL.5, NO.2 August 2007 medium attaching bearing and HDD arm. And, the HDD arm is the part allowing the header to move to any particular sector or cylinder in the HDD to read and write the data. These three parts are shown in Fig. 1. using load cell and LVDT (linear variable differential transducer), respectively [5]. If the achieved height is at the assigned one, the microcontroller will send a command to stop the stepping motor and the process is completed. The complete assembly and the entire process described are shown in Fig. 2 and 3, respectively. (a)conventional converter Fig.2: Complete HDD arm assembly. (b)t-ring Fig.3: Diagram showing processes in the bearing installation machine. (c)hdd arm Fig.1: Three HDD components used in the bearing installation machine. These three parts shown in Fig.1 have to be put together using bearing installation machine. The process is done by first putting T-ring into the circular hole of the HDD arm. Then, the bearing is placed above the HDD arm within the bearing installation machine. And, the required height is assigned to the machine. Note that there are many sizes of HDD arms used; hence, the height assigned has to be changed accordingly. After getting the required height data, the microcontroller in the machine will drive the stepping motor to push the parts (i.e., bearing and HDD arm) together. During this process, the supplied force and the achieved height are detected The data in terms of force and height curves of accepted assembly are collected from industry. Here, there are two types of assembly considered; that is, the assembly for 2.5 HDD and the assembly for 3.5 HDD. For each of these two types, the data from 30 assembly parts are collected. Examples of force and height curves for 2.5 and 3.5 HDD assembly parts are shown in Fig.4 (a) and (b), respectively.
3 Expected Force Profile for HDD Bearing Installation Machine 93 F mov avg (t n ) = 1 M + 1 M F avg (t n k ) (2) k=0 where F mov avg is the moving average force at the discrete time t n M is the number of preceding samples used in the calculation. Fig.4: Examples of collected supplied force and achieved height curves for two types of HDD. Considering Fig. 4, these data were gathered from the use of load cell and LVDT attached to the machine. The vertical axis on the left describes the supplied force in lb (for 2.5 HDD) and in kg (for 3.5 HDD). The vertical axis on the right describes the achieved height in mm. The supplied force and achieved height were collected as a function of time. It is seen that the maximum achieved heights from both types are different; that is, the height for 2.5 HDD is approximately mm and the height for 3.5 HDD is approximately mm. According to the specification, the required heights for 2.5 and 3.5 HDD are mm and 0.31 mm, respectively. These required heights are the height of the bearing measuring from the lower HDD arm plane. It is seen that the lower circular plane of the bearing is slightly located below the lower HDD arm plane. This then allows the HDD arm to put over other HDD component without touching. For each type of HDD, the data from 30 good samples are collected. The force profiles from 30 samples are then averaged; that is, F avg (t) = 1 N N F i (t) (1) i=1 where F i (t) is the force data of the i th sample at time t. F avg (t) is the average force at time t. N is the number of collected samples which is set to be 30. t is the time in the installation process. Since the collected samples are the accepted samples, the average force profile achieved is then the expected force profile to be used. However, as we shall see in the next section that the average force profile is not quite smooth and might not be practically to be used in the design process. To get a useful expected force profile, a technique called moving average is adopted here [6, 7]; that is, 3. RESULTS AND DISCUSSIONS The collected data for both 2.5 and 3.5 HDD are shown in Fig. 5. For each case, there are 4 curves shown. These curves are shown to describe that the force profiles to get the required height are not identical. Force unit is in lb in both cases. Considering Fig. 5, it is seen that the time periods required for both types of HDD to get the required height (see Fig. 4) are different; that is, 4 s. and 6 s. for 2.5 and 3.5 HDD, respectively. Also note that, the units of the force shown in both graphs in Fig. 5 are different since the data achieved from the industry are in these units. Fig.5: Collected supplied force profiles (4 samples shown) for two types of HDD.
4 94 ECTI TRANSACTIONS ON ELECTRICAL ENG., ELECTRONICS, AND COMMUNICATIONS VOL.5, NO.2 August 2007 It is seen that even though for each type of HDD, these four curves are not identical but they are aligned in a similar profile. Hence, if the number of collected samples increases, the expected force profile will be clearly viewed. And, certainly, the determination of such expected force profile is feasible. In this research, as mentioned, 30 good force profiles for each type of HDD are collected. These profiles then allow us to determine the expected force profile using (1). The results of averaging 30 collected force profiles are shown in Fig. 6. ties in designing the force control system. Applying (2) with M = 3 to the average force profile found in Fig. 6, the moving average force profile is achieved. The moving average force profiles for both types of HDD are shown in Fig. 7. Considering the moving average force profile shown in Fig. 7, it is clearly seen that the ripples or unsmooth points found in the average profile are disappeared. This is the result of applying the moving average technique to the average force profile. The moving average technique can be viewed as a lowpass filter. Hence, any sudden changes (i.e., ripples or unsmooth points) in time, which result in high frequency parts of the signal (profile), will be filtered out. These moving average profiles can be then used in the design of the force control system in order to put the bearing and the HDD arm in the required position (i.e., the required height). Therefore, the moving average force profiles found in Fig. 7 are then the expected force profile. Fig.6: Collected supplied force and average force profiles for two types of HDD. From Fig. 6, it is seen that the average force profile for both cases are located in between 4 sampled force profiles shown. Note that the average force profile shown is not just from these 4 sampled force profiles but from 30 sampled force profiles. This average force profile should be used in the design of the force control system. However, from the average profile itself, it is seen it is not smooth and have some tiny ripples. For example, for 2.5 HDD, it is seen that at t = 0.5s, there is small ripple. Or, for 3.5 HDD, there are some unsmooth points at t = 0.6, 1.9, 4.9, and 5.2 s. These ripples or unsmooth points can cause difficul- Fig.7: Average and moving average (expected) force profiles for two types of HDD. These expected force profiles are different since they relate to different types of HDD. For 2.5 HDD, the expected force profile has an almost constant
5 Expected Force Profile for HDD Bearing Installation Machine 95 slope of approximately 15 lbs/s for t = 0 to 3.2 s. And, as t increases, the slope decreases and reaches zero at t = 3.5 s; that is, the maximum force is achieved (approximately 60 lbs). And, after that, the required force is slightly reduced to 57 lbs. For 3.5 HDD, the expected force profile has average slope of 13 lbs/s. However, the profile is not identical to that of 2.5 HDD since, for 3.5 HDD, there are zero-slope or almost zero-slope points at t = 1.5, 3.2, and 5.5 s. It is seen that for both expected force profiles, there are different points in time at which the force has to be carefully controlled. These points should then be used in the design of the force control system. It should also note that the expected force profiles found in Fig. 7 are from the averaging calculation. There is another important parameter called standard deviation of the force, which tells the information about the deviation of the force at a particular time. From the collected data, it is found that the force standard deviation becomes larger as the time increases. This can be seen by considering variation of the force profiles in Fig. 5 as time t increases. 4. CONCLUSIONS The supplied force is an important parameter in the assembly of bearing, T-ring, and HDD arm in the bearing installation machine. If the supplied force is not proper, the achieved height will not meet the required height in the specification. In this paper, the supplied force and achieved height profiles gathered from manufacturers for 2.5 and 3.5 HDD are analyzed. The expected force profile for both types of HDD is achieved. This expected force profile is useful since it can be used in designing a system to be used in the bearing installation machine to control the supplied force in order to put bearing, T-ring, and HDD arm in the required position. 5. ACKNOWLEDGEMENT This work was supported by Hard Disk Drive (HDD) Cluster, National Electronics and Computer Technology Center (NECTEC), Thailand. ference 2002, August 27-29, 2002, pp. WE-P WE-P [4] W. M. Huang, Q. Y. Liu, and L. F. Ong, Assembly of Hard Disk Drive Using Shape Memory Alloys, Asia-Pacific Magnetic Recording Conference 2002, August 27-29, 2002, pp. TU-P TU-P [5] Edwin A. Erlbacher, Force Control Basics, available at 20Papers/Force-Control-Basics.pdf [6] John G. Proakis and Dimitris G. Manolakis, Digital Signal Processing: Principles, Algorithms and Applications, 3 rd edition, Prentice Hall, Inc., [7] Sanit K. Mitra, Digital Signal Processing: A Computer-Based Approach, the McGraw Hill Company, Inc., Settha Tangkawanit received B.Eng. (Honors) in Computer Engineering from Naresuan University, Phitsanulok, Thailand in He is currently a Master student in Electrical Engineering program at Faculty of Engineering, Naresuan University, Phitsanulok, Thailand. His research interests are computer programming, control system, and robotics. Surachet Kanprachar received B.Eng. (First class honors) in Electrical Engineering from Chulalongkorn University, Bangkok, Thailand in 1996 and received M.Sc. and Ph.D. in Electrical Engineering from Virginia Tech, Virginia, USA, in 1999 and 2003, respectively. He is currently an Assistant Professor at the Department of Electrical and Computer Engineering, Faculty of Engineering, Naresuan University, Phitsanulok, Thailand. His research interests are optical communications, wireless communications, and coding theory applications. References [1] Lin Guo, Reducing the Manufacturing Costs Associated with Hard Disk Drives - A New Disturbance Rejection Control Scheme, IEEE/ASME Transactions on Mechatronics, vol. 2, no. 2, pp , June [2] S. Sassoline, M. Sarto, and L. Baldo, Electrostatic Microactuator for Future Hard Disk Drive, Asia-Pacific Magnetic Recording Conference 2002, August 27-29, 2002, pp. WE-P WE-P [3] B. Chen, H. Zhu, and J. Miao, A New Design of Electrostatic Microactuator for Hard Disk Drives, Asia-Pacific Magnetic Recording Con-
A Nondestructive Bump Inspection in Flip Chip Component using Fuzzy Filtering and Image Processing
A Nondestructive Bump Inspection in Flip Chip Component using Fuzzy Filtering and Image Processing 103 A Nondestructive Bump Inspection in Flip Chip Component using Fuzzy Filtering and Image Processing
More informationAutomatic Visual Inspection of Bump in Flip Chip using Edge Detection with Genetic Algorithm
Automatic Visual Inspection of Bump in Flip Chip using Edge Detection with Genetic Algorithm M. Fak-aim, A. Seanton, and S. Kaitwanidvilai Abstract This paper presents the development of an automatic visual
More informationImproving Quality of Products in Hard Drive Manufacturing by Decision Tree Technique
www.ijcsi.org 29 Improving Quality of Products in Hard Drive Manufacturing by Decision Tree Technique Anotai Siltepavet 1, Sukree Sinthupinyo 2 and Prabhas Chongstitvatana 3 1 Computer Engineering, Chulalongkorn
More informationPerformance Analysis of Disk Scheduling Algorithms
International Journal of Computer Sciences and Engineering Open Access Review Paper Volume-04, Issue-05 E-ISSN: 2347-2693 Performance Analysis of Disk Scheduling Algorithms C.Mallikarjuna 1*, P.Chitti
More informationImproving Quality of Products in Hard Drive Manufacturing by Decision Tree Technique
Improving Quality of Products in Hard Drive Manufacturing by Decision Tree Technique Anotai Siltepavet 1, Sukree Sinthupinyo 2 and Prabhas Chongstitvatana 3 1 Computer Engineering, Chulalongkorn University,
More informationIntegration of 3D Stereo Vision Measurements in Industrial Robot Applications
Integration of 3D Stereo Vision Measurements in Industrial Robot Applications Frank Cheng and Xiaoting Chen Central Michigan University cheng1fs@cmich.edu Paper 34, ENG 102 Abstract Three dimensional (3D)
More informationAutomation of space management in vehicle parking using PLC and SCADA
Automation of space management in vehicle parking using PLC and SCADA Aravind.K [1],Donaldhardley [2], Pradeep [3], T.Vijayan [4], B.kalai Selvi [5],Dr S.Latha [6] [1-2] Final year Student, Dept of Electronics
More informationTorque Ripple Minimization in PM Synchronous Motors Using Tooth Shape Optimization
27 Torque Ripple Minimization in PM Synchronous Motors Using Tooth Shape Optimization Ali Jabbari* Department of Mechanical Engineering, E-mail: Jabbari84@gmail.com *Corresponding author Mohsen Shakeri
More informationA Web Page Segmentation Method by using Headlines to Web Contents as Separators and its Evaluations
IJCSNS International Journal of Computer Science and Network Security, VOL.13 No.1, January 2013 1 A Web Page Segmentation Method by using Headlines to Web Contents as Separators and its Evaluations Hiroyuki
More informationWireless Vehicular Blind-Spot Monitoring Method and System Progress Report. Department of Electrical and Computer Engineering University of Manitoba
Wireless Vehicular Blind-Spot Monitoring Method and System Progress Report Department of Electrical and Computer Engineering University of Manitoba Prepared by: Chen Liu Xiaodong Xu Faculty Supervisor:
More informationPerformance study of Gabor filters and Rotation Invariant Gabor filters
Performance study of Gabor filters and Rotation Invariant Gabor filters B. Ng, Guojun Lu, Dengsheng Zhang School of Computing and Information Technology University Churchill, Victoria, 3842, Australia
More informationParallel Similarity Join with Data Partitioning for Prefix Filtering
22 ECTI TRANSACTIONS ON COMPUTER AND INFORMATION TECHNOLOGY VOL.9, NO.1 May 2015 Parallel Similarity Join with Data Partitioning for Prefix Filtering Jaruloj Chongstitvatana 1 and Methus Bhirakit 2, Non-members
More informationAC : REACTIVATION OF A SIX-DEGREE-OF-FREEDOM RE- PEATED IMPACT MACHINE USING PROGRAMMABLE LOGICAL CON- TROLLER (PLC)
AC 2011-663: REACTIVATION OF A SIX-DEGREE-OF-FREEDOM RE- PEATED IMPACT MACHINE USING PROGRAMMABLE LOGICAL CON- TROLLER (PLC) Cheng Y. Lin, Old Dominion University CHENG Y. LIN Dr. Lin is a Professor and
More informationDevelopment of Wall Mobile Robot for Household Use
The 3rd International Conference on Design Engineering and Science, ICDES 2014 Pilsen, Czech Republic, August 31 September 3, 2014 Development of Wall Mobile Robot for Household Use Takahiro DOI* 1, Kenta
More informationASSIGNMENT , The feedback signal in the velocity transducer servo circuit performs which of the following functions? 12-1.
ASSIGNMENT 12 Textbook Assignment: Magnetic Disk Storage, chapter 10 Continued, pages 10-21 through 10-33; and CD-ROM Storage, chapter 11, pages 11-1 through 11-7. 12- The velocity transducer in a disk
More informationAbstract. Tawin Phonpai and Thira Jearsiripongkul*
435 Tawin Phonpai and Thira Jearsiripongkul* Abstract In this paper, an analysis of vibration of head gimbals assembly (HGA) in hard disk drive (HDD) with operational HDD are studied. ANSYS is used for
More informationDRC A Multi-Camera System on PC-Cluster for Real-time 3-D Tracking. Viboon Sangveraphunsiri*, Kritsana Uttamang, and Pongsakon Pedpunsri
The 23 rd Conference of the Mechanical Engineering Network of Thailand November 4 7, 2009, Chiang Mai A Multi-Camera System on PC-Cluster for Real-time 3-D Tracking Viboon Sangveraphunsiri*, Kritsana Uttamang,
More informationProduct Development Rev II
Product Development Rev II D R. T A R E K A. T U T U N J I R E V E R S E E N G I N E E R I N G P H I L A D E L P H I A U N I V E R S I T Y, J O R D A N 2 0 1 5 Product Development vs. Design A Product
More informationSINCE a hard disk drive (HDD) servo system with regular
402 IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, VOL. 20, NO. 2, MARCH 2012 Optimal Control Design and Implementation of Hard Disk Drives With Irregular Sampling Rates Jianbin Nie, Edgar Sheh, and
More informationIntegrating 3D Vision Measurements into Industrial Robot Applications
Integrating 3D Vision Measurements into Industrial Robot Applications by Frank S. Cheng cheng1fs@cmich.edu Engineering and echnology Central Michigan University Xiaoting Chen Graduate Student Engineering
More informationACTA TECHNICA CORVINIENSIS Bulletin of Engineering Tome X [2017] Fascicule 2 [April June] ISSN:
Tome X [2017] Fascicule 2 [April June] ISSN: 2067 3809 1. Yung-Cheng WANG, 2. Bean-Yin LEE, 1. Chih-Hao HUANG, 3. Chi-Hsiang CHEN DEVELOPMENT OF THE AXIAL PRECISION INSPECTION SYSTEM FOR SPINDLES IN TOOL
More informationFREE SINGULARITY PATH PLANNING OF HYBRID PARALLEL ROBOT
Proceedings of the 11 th International Conference on Manufacturing Research (ICMR2013), Cranfield University, UK, 19th 20th September 2013, pp 313-318 FREE SINGULARITY PATH PLANNING OF HYBRID PARALLEL
More informationMethod for designing and controlling compliant gripper
IOP Conference Series: Materials Science and Engineering PAPER OPEN ACCESS Method for designing and controlling compliant gripper To cite this article: A R Spanu et al 2016 IOP Conf. Ser.: Mater. Sci.
More informationDesign Optimization of Robotic Arms
Design Optimization of Robotic Arms 1. Prof. L. S Utpat Professor, Mechanical Engineering Dept., MMCOE, Pune -52 Pune University, Maharashtra, India 2. Prof. Chavan Dattatraya K Professor, Mechanical Engineering
More informationTOOL WEAR CONDITION MONITORING IN TAPPING PROCESS BY FUZZY LOGIC
TOOL WEAR CONDITION MONITORING IN TAPPING PROCESS BY FUZZY LOGIC Ratchapon Masakasin, Department of Industrial Engineering, Faculty of Engineering, Kasetsart University, Bangkok 10900 E-mail: masakasin.r@gmail.com
More informationThe Measurement System for Particle Size on Surface of Hard Disk Drive based on Experimental Light Scattering of BRDF Simulation
284 ECTI TRANSACTIONS ON ELECTRICAL ENG., ELECTRONICS, AND COMMUNICATIONS VOL.9, NO.2 August 2011 The Measurement System for Particle Size on Surface of Hard Disk Drive based on Experimental Light Scattering
More informationFMS-200 Flexible integrated assembly systems
FMS-200 Flexible integrated assembly systems Integrated training in industrial automation In the following TECHNOLOGIES... Hydraulics Electrical panel Pneumatics Vacuum Electric Motors SENSORS Identification
More informationOptimal Design of Steel Columns with Axial Load Using Artificial Neural Networks
2017 2nd International Conference on Applied Mechanics and Mechatronics Engineering (AMME 2017) ISBN: 978-1-60595-521-6 Optimal Design of Steel Columns with Axial Load Using Artificial Neural Networks
More informationRensselaer Polytechnic Institute
Rensselaer Polytechnic Institute To: Professor John T Wen. From: Team 2: Adjima Mareira, Teresa Bernardi, Brian Lewis, Matthew Rosmarin Subject: Control System Design Conceptual Design Date: 1/31/2006
More informationRedundancy Resolution by Minimization of Joint Disturbance Torque for Independent Joint Controlled Kinematically Redundant Manipulators
56 ICASE :The Institute ofcontrol,automation and Systems Engineering,KOREA Vol.,No.1,March,000 Redundancy Resolution by Minimization of Joint Disturbance Torque for Independent Joint Controlled Kinematically
More informationOptical Method for Automatic Slider Misalignment Detection
Optical Method for Automatic Slider Misalignment Detection 109 Optical Method for Automatic Slider Misalignment Detection Songpol Ongwattanakul 1, Paknipa Koonapinan 2, Rudeerat Dee-sawad 3, and Sakol
More informationA Longitudinal Control Algorithm for Smart Cruise Control with Virtual Parameters
ISSN (e): 2250 3005 Volume, 06 Issue, 12 December 2016 International Journal of Computational Engineering Research (IJCER) A Longitudinal Control Algorithm for Smart Cruise Control with Virtual Parameters
More informationFABRICATION OF A 5 D.O.F ROBOT ARM CONTROLLED BY HAPTIC TECHNOLOGY
FABRICATION OF A 5 D.O.F ROBOT ARM CONTROLLED BY HAPTIC TECHNOLOGY 1 NITHIN RAJAN, 2 V.MANOJ KUMAR 1 Graduate Student, 2 Ass. Professor SRM University E-mail: Nitz.719@gmail.com, vmanojkumar19@gmail Abstract-
More informationPick and Place ABB Working with a Liner Follower Robot
Available online at www.sciencedirect.com Procedia Engineering 41 (2012 ) 1336 1342 International Symposium on Robotics and Intelligent Sensors 2012 (IRIS 2012) Pick and Place ABB Working with a Liner
More informationImproving Liquid Handling Robot Throughput by means of Direct Path Planning and Obstacle Avoidance Programming
SLAS 2018 Poster 1079-E Improving Liquid Handling Robot Throughput by means of Direct Path Planning and Obstacle Avoidance Programming Peter Vandermeulen, MSc. MBA Thomas Keller Chuck Lewin Affiliation:
More informationExploration of Fault Diagnosis Technology for Air Compressor Based on Internet of Things
Exploration of Fault Diagnosis Technology for Air Compressor Based on Internet of Things Zheng Yue-zhai and Chen Xiao-ying Abstract With the development of network and communication technology, this article
More informationANALYSIS AND OPTIMIZATION OF FLYWHEEL
Int. J. Mech. Eng. & Rob. Res. 2012 Sushama G Bawane et al., 2012 Research Paper ISSN 2278 0149 www.ijmerr.com Vol. 1, No. 2, July 2012 2012 IJMERR. All Rights Reserved ANALYSIS AND OPTIMIZATION OF FLYWHEEL
More informationKinematic and Dynamic Analysis of Stephenson Six Bar Mechanism Using HyperWorks
Kinematic and Dynamic Analysis of Stephenson Six Bar Mechanism Using HyperWorks Kailash Chaudhary Phd Scholar Malaviya National Institute of Technology,Jaipur JLN Marg, Jaipur - 302 017, India Dr. Himanshu
More informationSegmentation of Mushroom and Cap Width Measurement Using Modified K-Means Clustering Algorithm
Segmentation of Mushroom and Cap Width Measurement Using Modified K-Means Clustering Algorithm Eser SERT, Ibrahim Taner OKUMUS Computer Engineering Department, Engineering and Architecture Faculty, Kahramanmaras
More informationAn Engineering Application Selection Guideline for Reverse Engineering Systems: Laser System and Optical System
The 9 th Asian Symposium on Visualization Hong Kong, 4-8 June, 2007 An Engineering Application Selection Guideline for S.Rodkwan 1, N.Chantarapanich 2, C.Chandenduang 3, S.Wanchat 4 and K. Sengpanich 5
More informationMicro physical simulation system of electric power systems
International Journal of Smart Grid and Clean Energy Micro physical simulation system of electric power systems Xin Xu, Zongshuai Jin, Hengxu Zhang * Key Laboratory of Power System Intelligent Dispatch
More informationAn Evaluation of Profiles for Disk Cams with In-line Roller Followers
An Evaluation of Profiles for Disk Cams with In-line Roller Followers M.R.M.Rejab 1, M.M.Rahman 1, Z.Hamedon 2, M.S.M.Sani 1, M.M.Noor 1 and K.Kadirgama 1 1 Faculty of Mechanical Engineering, Universiti
More informationComputational Geometry Algorithms for Animation of a Segmented Space Reflector Telescope
Computational Geometry Algorithms for Animation of a Segmented Space Reflector Telescope YULU CHEN, CHARLES W. LIU, JANE DONG, HELEN BOUSSALIS, KHOSROW RAD, CHARALAMBOS POULLIS Electrical and Computer
More informationComputer Aided Drafting, Design and Manufacturing Volume 26, Number 4, December 2016, Page 30
Computer Aided Drafting, Design and Manufacturing Volume 26, Number 4, December 2016, Page 30 CADDM Aircraft wing box rapid modeling based on skeleton model Zhang Chao, Xi Ping School of Mechanical Engineering
More informationExperimental Observations of Construction Methods for Double Array Structures Using Linear Functions
Experimental Observations of Construction Methods for Double Array Structures Using Linear Functions Shunsuke Kanda*, Kazuhiro Morita, Masao Fuketa, Jun-Ichi Aoe Department of Information Science and Intelligent
More informationImprovement of SURF Feature Image Registration Algorithm Based on Cluster Analysis
Sensors & Transducers 2014 by IFSA Publishing, S. L. http://www.sensorsportal.com Improvement of SURF Feature Image Registration Algorithm Based on Cluster Analysis 1 Xulin LONG, 1,* Qiang CHEN, 2 Xiaoya
More informationSTRESS ANALYSIS AND DESIGN OPTIMIZATION WITH CATIA
Applied Computer Science, vol. 12, no. 1, pp. 27 39 Submitted: 2015-09-04 Revised: 2015-10-02 Accepted: 2015-10-23 CATIA, construction design, stress analysis, optimization Gürkan İRSEL * STRESS ANALYSIS
More informationContour LS-K Optical Surface Profiler
Contour LS-K Optical Surface Profiler LightSpeed Focus Variation Provides High-Speed Metrology without Compromise Innovation with Integrity Optical & Stylus Metrology Deeper Understanding More Quickly
More informationSimulation of rotation and scaling algorithm for numerically modelled structures
IOP Conference Series: Materials Science and Engineering PAPER OPEN ACCESS Simulation of rotation and scaling algorithm for numerically modelled structures To cite this article: S K Ruhit et al 2018 IOP
More informationLATTICE-BOLTZMANN METHOD FOR THE SIMULATION OF LAMINAR MIXERS
14 th European Conference on Mixing Warszawa, 10-13 September 2012 LATTICE-BOLTZMANN METHOD FOR THE SIMULATION OF LAMINAR MIXERS Felix Muggli a, Laurent Chatagny a, Jonas Lätt b a Sulzer Markets & Technology
More information(12) Patent Application Publication (10) Pub. No.: US 2003/ A1
(19) United States US 2003.0156354A1 (12) Patent Application Publication (10) Pub. No.: US 2003/0156354 A1 Kim (43) Pub. Date: Aug. 21, 2003 (54) DISK CLAMP OF HARD DISK DRIVE (75) Inventor: Do-Wan Kim,
More informationMicro coordinate measuring machine for parallel measurement of microstructures
Micro coordinate measuring machine for parallel measurement of microstructures Christian Schrader 1*, Christian Herbst 1, Rainer Tutsch 1, Stephanus Büttgenbach 2, Thomas Krah 2 1 TU Braunschweig, Institute
More informationEXAMINING OF RECONFIGURATION AND REROUTING APPROACHES: WDM NETWORKS
International Journal of Information Technology and Knowledge Management January-June 2012, Volume 5, No. 1, pp. 69-72 EXAMINING OF RECONFIGURATION AND REROUTING APPROACHES: WDM NETWORKS Sushil Chaturvedi
More informationThe Implementation of Unmanned Clothing Stores Management System using the Smart RFID System
The Implementation of Unmanned Clothing Stores Management System using the Smart RFID System Ki Hwan Eom 1, Lin Sen 1, Chang Won Lee 1, Kyung Kwon Jung 2 and Won Gap Choi 2 1 Department of Electronics
More informationCharacterization of NRRO in a HDD Spindle System Due to Ball Bearing Excitation
IEEE TRANSACTION ON MAGNETICS, VOL. 37, NO. 2, MARCH 2001 815 Characterization of NRRO in a HDD Spindle System Due to Ball Bearing Excitation G. H. Jang, Member, IEEE, D. K. Kim, and J. H. Han Abstract
More informationAn Efficient Method for Solving the Direct Kinematics of Parallel Manipulators Following a Trajectory
An Efficient Method for Solving the Direct Kinematics of Parallel Manipulators Following a Trajectory Roshdy Foaad Abo-Shanab Kafr Elsheikh University/Department of Mechanical Engineering, Kafr Elsheikh,
More informationASSIGNMENT 11. Textbook Assignment: Magnetic Disk Storage, chapter 10, pages 10-1 through
ASSIGNMENT 11 Textbook Assignment: Magnetic Disk Storage, chapter 10, pages 10-1 through 10-2 11- Magnetic disks are generally used as which of the following types of storage? 11-5. Fixed disks have which
More informationVALLIAMMAI ENGINERING COLLEGE DEPARTMENT OF MECHANICAL ENGINEERING SUBJECT CODE / NAME: ME6702 / MECHATRONICS YEAR/SEM: IV /VII UNIT 1: INTRODUCTION 1. List out the types of systems. BT-1 2. Describe the
More informationROLLING TYRE COUNTING SYSTEM
11th International DAAAM Baltic Conference "INDUSTRIAL ENGINEERING 20-22 April 2016, Tallinn, Estonia ROLLING TYRE COUNTING SYSTEM SINANI, U.; SAJEDI SABEGH, N.; Hiiemaa, M. & Tamre, M. Abstract: Rolling
More informationCHAPTER 4 DESIGN AND MODELING OF CANTILEVER BASED ELECTROSTATICALLY ACTUATED MICROGRIPPER WITH IMPROVED PERFORMANCE
92 CHAPTER 4 DESIGN AND MODELING OF CANTILEVER BASED ELECTROSTATICALLY ACTUATED MICROGRIPPER WITH IMPROVED PERFORMANCE 4.1 INTRODUCTION Bio-manipulation techniques and tools including optical tweezers,
More informationSensors and actuators are ubiquitous. They are used
Understanding IEEE 1451 Networked Smart Transducer Interface Standard Eugene Y. Song and Kang Lee istockphoto.com What Is a Smart Transducer? Sensors and actuators are ubiquitous. They are used in a variety
More informationEffect of Cleaning Level on Topology Optimization of Permanent Magnet Synchronous Generator
IEEJ Journal of Industry Applications Vol.6 No.6 pp.416 421 DOI: 10.1541/ieejjia.6.416 Paper Effect of Cleaning Level on Topology Optimization of Permanent Magnet Synchronous Generator Takeo Ishikawa a)
More informationQUALITY CONTROL OF PARTS AND ASSEMBLIES USING SOFTWARE GOM INSPECT BASED ON PORTABLE CMM DATA
8 th International Quality Conference May 23 rd 2014 Center for Quality, Faculty of Engineering, University of Kragujevac Milan Blagojevic 1) Miroslav Zivkovic 1) 1) Faculty of Engineering, University
More informationApplication Of Multibody Dynamic Method (Mbd) And Mechanical Principle To The Cylinder Torque Calculation
Application Of Multibody Dynamic Method (Mbd) And Mechanical Principle To The Cylinder Torque Calculation Gwo-Chung Tsai Department Of Mechanical And Electro-Mechanical Engineering, National Ilan University
More informationPART I of this paper [1] introduced the fundamental concept
1228 IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 51, NO. 6, DECEMBER 2004 Gain Scheduler Middleware: A Methodology to Enable Existing Controllers for Networked Control and Teleoperation Part II:
More informationPERFORMANCE COMPARISON OF TRADITIONAL SCHEDULERS IN DIFFSERV ARCHITECTURE USING NS
PERFORMANCE COMPARISON OF TRADITIONAL SCHEDULERS IN DIFFSERV ARCHITECTURE USING NS Miklós Lengyel János Sztrik Department of Informatics Systems and Networks University of Debrecen H-4010 Debrecen, P.O.
More informationAn Algorithmic Approach to Graph Theory Neetu Rawat
An Algorithmic Approach to Graph Theory Neetu Rawat nrwt12345@gmail.com, Assistant Professor, Chameli Devi Group of Institutions, Indore. India. Abstract This paper compares two different minimum spanning
More informationExperimental evaluation of static stiffness of a spatial translational parallel manipulator.
Experimental evaluation of static stiffness of a spatial translational parallel manipulator. CORRAL, J. (1), PINTO, Ch. (), ALTUZARRA, O. (), PETUA, V. (), DEL POZO, D. (1), LÓPEZ, J.M. (1) (1) Robotier
More informationMotion Simulation of a Modular Robotic System
Motion Simulation of a Modular Robotic System Haruhisa KUROKAWA, Kohji TOMITA, Eiichi YOSHIDA, Satoshi MURATA and Shigeru KOKAJI Mechanical Engineering Laboratory, AIST, MITI Namiki 1-2, Tsukuba, Ibaraki
More informationA Precision Grinding Technique for Radome Inner Surfaces. Z.Y. Jia, T. Ji, D.M. Guo and G.H. Bian
Key Engineering Materials Online: 2004-02-15 ISSN: 1662-9795, Vols. 257-258, pp 177-182 doi:10.4028/www.scientific.net/kem.257-258.177 2004 Trans Tech Publications, Switzerland A Precision Grinding Technique
More informationMODIFIED VERTICAL HANDOFF DECISION ALGORITHM FOR IMPROVING QOS METRICS IN HETEROGENEOUS NETWORKS
MODIFIED VERTICAL HANDOFF DECISION ALGORITHM FOR IMPROVING QOS METRICS IN HETEROGENEOUS NETWORKS 1 V.VINOTH, 2 M.LAKSHMI 1 Research Scholar, Faculty of Computing, Department of IT, Sathyabama University,
More informationA Simple Interface for Mobile Robot Equipped with Single Camera using Motion Stereo Vision
A Simple Interface for Mobile Robot Equipped with Single Camera using Motion Stereo Vision Stephen Karungaru, Atsushi Ishitani, Takuya Shiraishi, and Minoru Fukumi Abstract Recently, robot technology has
More informationDesign and Validation of XY Flexure Mechanism
Design and Validation of XY Flexure Mechanism 1 Pratik M. Waghmare, 2 Shrishail B. Sollapur 1 Research Scholar, 2 Assistant Professor 1,2 Department of Mechanical Engineering, 1.2 Sinhgad Academy of Engineering,
More informationCatholic Regional College Sydenham
Week: School Calendar Term 1 Title: Area of Study /Outcome CONTENT Assessment 2 - B 2 nd February Substitution and transposition in linear relations, such as temperature conversion. Construction of tables
More informationGuide for using HddSurgery head change tools:
Page 1 of 22 Guide for using HddSurgery head change tools: HDDS Sea 2.5 Ramp Set Page 2 of 22 Table of contents: 1. Introduction.. page 3 2. HddSurgery head replacement tools.... page 4 Choosing the correct
More informationExperiment 6. Snell s Law. Use Snell s Law to determine the index of refraction of Lucite.
Experiment 6 Snell s Law 6.1 Objectives Use Snell s Law to determine the index of refraction of Lucite. Observe total internal reflection and calculate the critical angle. Explain the basis of how optical
More informationMICRO-CONTROLLER BASED ROBOT ARM WITH THREE-DIMENSIONAL REACH
- 111 - MICRO-CONTROLLER BASED ROBOT ARM WITH THREE-DIMENSIONAL REACH R.A.D.M.P.Ranwaka 1, T. J. D. R. Perera, J. Adhuran, C. U. Samarakoon, R.M.T.P. Rajakaruna ABSTRACT Department of Mechatronics Engineering,
More information1. What is the difference between primary storage and secondary storage?
1. What is the difference between primary storage and secondary storage? Primary Storage is - Limited - Volatile - Expensive - Fast (May be accessed directly from the CPU) - Retrieving a single character
More informationNon-Linear Analysis of Bolted Flush End-Plate Steel Beam-to-Column Connection Nur Ashikin Latip, Redzuan Abdulla
Non-Linear Analysis of Bolted Flush End-Plate Steel Beam-to-Column Connection Nur Ashikin Latip, Redzuan Abdulla 1 Faculty of Civil Engineering, Universiti Teknologi Malaysia, Malaysia redzuan@utm.my Keywords:
More informationCardio-Thoracic Ratio Measurement Using Non-linear Least Square Approximation and Local Minimum
Cardio-Thoracic Ratio Measurement Using Non-linear Least Square Approximation and Local Minimum Wasin Poncheewin 1*, Monravee Tumkosit 2, Rajalida Lipikorn 1 1 Machine Intelligence and Multimedia Information
More informationTo Quantify a Wetting Balance Curve
To Quantify a Wetting Balance Curve Frank Xu Ph.D., Robert Farrell, Rita Mohanty Ph.D. Enthone Inc. 350 Frontage Rd, West Haven, CT 06516 Abstract Wetting balance testing has been an industry standard
More information[HALL PROBE GRADIOMETRY ]
2008 [HALL PROBE GRADIOMETRY ] A novel Scanning Hall probe gradiometer has been developed and a new method to image x, y & z components of the magnetic field on the sample surface has been demonstrated
More informationMultistage Robotic Automation System To Minimise Tact Time
Multistage Robotic Automation System To Minimise Tact Time Ranshinge Aditya 1, Dr. M. S. Patil 2 1,2 Electronics & Telecommunication Engg., R.I.T. Islampur Abstract Automobile industries are using automation
More informationFundamental of Hard Disk Drive Technology (6)
Outline Fundamental of Hard Disk Drive Technology (6) Assistant Prof. Piya Kovintavewat, Ph.D. Data Storage Technology Research Unit Nakhon Pathom Rajabhat University E-mail: piya@npru.ac.th URL: http://home.npru.ac.th/piya
More informationSAMPLING time in hard disk drive (HDD) servo systems is
2798 IEEE TRANSACTIONS ON MAGNETICS, VOL. 49, NO. 6, JUNE 2013 Robust Track-Following Controller Design for Hard Disk Drives With Irregular Sampling Behrooz Shahsavari,RichardConway,EhsanKeikha,FuZhang,andRobertoHorowitz
More informationPSO based Adaptive Force Controller for 6 DOF Robot Manipulators
, October 25-27, 2017, San Francisco, USA PSO based Adaptive Force Controller for 6 DOF Robot Manipulators Sutthipong Thunyajarern, Uma Seeboonruang and Somyot Kaitwanidvilai Abstract Force control in
More informationFARMBOT SMALLSCALE, LOW COST FARMING AUTOMATION SYSTEM
FARMBOT SMALLSCALE, LOW COST FARMING AUTOMATION SYSTEM COLLEGE BRANCH PROJECT REFERENCE NO.: 39S_BE_1871 : ACHARYA INSTITUTE OF TECHNOLOGY, BENGALURU : DEPARTMENT OF ELECTRONICS AND COMMUNICATION ENGINEERING
More informationCS24: INTRODUCTION TO COMPUTING SYSTEMS. Spring 2017 Lecture 13
CS24: INTRODUCTION TO COMPUTING SYSTEMS Spring 2017 Lecture 13 COMPUTER MEMORY So far, have viewed computer memory in a very simple way Two memory areas in our computer: The register file Small number
More informationDesign and Analysis of Control Bay Used in Guided Missile
Design and Analysis of Control Bay Used in Guided Missile Ragam Prashanth 1, D.Muppala 2, Nirmith Mishra 3 1PG Student, Department of Aerospace, MLR Inst of Tech and Management, Hyderabad, Telangana, India
More informationThe Precise Detection Techniques in Optical Lenses Alignment. Deng-yu ZHOU, Xin YE, Zhi-jing ZHANG * and Zi-fu WANG
2017 2nd International Conference on Computer, Mechatronics and Electronic Engineering (CMEE 2017) ISBN: 978-1-60595-532-2 The Precise Detection Techniques in Optical es Alignment Deng-yu ZHOU, Xin YE,
More informationDisplaying of Digital Clock through digital circuits and through Assembly Language Programs of 8051 microcontroller
Dr. D. Chinni Krishna. Int. Journal of Engineering Research and Application ISSN : 2248-9622, Vol. 7, Issue 2, ( Part -3) February 2017, pp.01-06 RESEARCH ARTICLE www.ijera.com OPEN ACCESS Displaying of
More information12 Feb 19. Images and text courtesy of John Bean, University of Virginia
Here we take the covers off the atomic force microscope. Inside, there is a circuit board that controls and monitors the probe s movement. The probe, itself, is under the cover at the right. 1 2 The probe
More informationA Zigbee Based Wireless Datalogging System
International Journal of Scientific & Engineering Research Volume 3, Issue 9, September-2012 1 A Zigbee Based Wireless Datalogging System Author: Arun Kumar Abstract This paper is designed using embedded
More informationPHY385 Module 2 Student Guide. Concepts of this Module. Activity 1 The Law of Reflection. The Law of Reflection Snell s Law Total Internal Reflection
PHY385 Module 2 Student Guide Concepts of this Module The Law of Reflection Snell s Law Total Internal Reflection Activity 1 The Law of Reflection The PASCO OS-8500 optics bench is shown in the figure.
More informationObject Dimension Inspection Utilizing 3D Laser Scanner
The 1 st Regional Conference of Eng. Sci. NUCEJ Spatial ISSUE vol.11, No.3, 2008 pp 494-500 Object Dimension Inspection Utilizing 3D Laser Scanner Mohammed Z. Al-Faiz, MSc, PhD College of Eng./Nahrain
More informationMagnetic Defectoscope System DEF-1C-IH2 Datasheet and Operation Instruction SYSTEM DESCRIPTION 1. MECHANICAL MODULE
SYSTEM DESCRIPTION The Magnetic Defectoscope System DEF-1C-IH2 allows users to perform a fast, high resolution inspection of permanent magnet assemblies. The Magnetic Defectoscope is equipped with inductive
More informationDynamic Balance Design of the Rotating Arc Sensor Based on PSO Algorithm
016 International Conference on Advanced Manufacture Technology and Industrial Application (AMTIA 016) ISBN: 978-1-60595-387-8 Dynamic Balance Design of the Rotating Arc Sensor Based on PSO Algorithm Ji-zhong
More informationINSTITUTE OF AERONAUTICAL ENGINEERING
Name Code Class Branch Page 1 INSTITUTE OF AERONAUTICAL ENGINEERING : ROBOTICS (Autonomous) Dundigal, Hyderabad - 500 0 MECHANICAL ENGINEERING TUTORIAL QUESTION BANK : A7055 : IV B. Tech I Semester : MECHANICAL
More informationAppendix A: Carpal Wrist Prototype
Appendix A: Carpal Wrist Prototype The theoretical evolution of the Carpal wrist concept has resulted in a complete mathematical model representing the kinematics and dynamics. The validity of the concept
More informationObject Shape Recognition in Image for Machine Vision Application
Object Shape Recognition in Image for Machine Vision Application Mohd Firdaus Zakaria, Hoo Seng Choon, and Shahrel Azmin Suandi Abstract Vision is the most advanced of our senses, so it is not surprising
More information