SlideShare a Scribd company logo
1 of 6
Download to read offline
International Journal of Engineering Research and Development 
e-ISSN: 2278-067X, p-ISSN: 2278-800X, www.ijerd.com 
Volume 10, Issue 7 (July 2014), PP.28-33 
Quality analysis of stacking fingers used in hydro generator by 
using ultrasonic technique 
Sandeep Dwivedi1, Manish Vishwakarma2 
1M.Tech, MED, MANIT Bhopal (INDIA) 
2Asst.Professor, MED,, M.A.N.I.T.Bhopal(INDIA) 
Abstract:- Stacking finger plays a important role in hydro generator. Stacking finger used to take a load and 
voltage fluctuation during the production electricity. If any stacking fingers is found to be defective than the 
working of hydro generator is affected. To reduce failure of hydro generator, it is important to use a good 
quality stacking finger. In Present work quality improvement of stacking finger is done with the help of 
ultrasonic testing technique at the time of inspection after production of stacking finger. In this work for quality 
measurement of stacking fingers C-chart and pareto chart is used. 
Key terms- Stacking finger, Ultrasonic testing, C-chart, Pareto chart 
I. INTRODUCTION 
Hydro generator is an important part of any hydro power station. It converts mechanical energy which 
produces by hydraulic turbine in to electrical energy. Without hydro generator electricity is not produced. It 
comprises of varies elements such as laminated sheets, pressing plates, stacking fingers stators, rotors. In it 
stacking finger is very important component. Stacking fingers will be optimally designed, correct tolerance and 
al mechanical dimension will be correct. It takes loads and voltages fluctuation during the working of hydro 
generator. If any defect is found in it then the voltage fluctuation is not purely dissipated. And they damage the 
all assembly of hydro generator. If stacking finger is not doing there intend function then electricity production 
is minimized. Cost of Hydro Generator is 1 cror approximately so replacement is big loss and time for break 
down maintenance is also longer. From literature it is seen that there are numerous method available for 
knowing the internal defect. Ultrasonic testing is very effective method for knowing the internal defect. 
Ultrasonic Testing (UT) uses high frequency sound waves (typically in the range between 0.5 and 15 
MHz) to conduct examinations and make measurements. It can use to measure internal defect such as flaw 
detection/evaluation, dimensional measurements, material characterization, etc. [7] 
A typical pulse-echo UT inspection system consists of several functional units, such as the 
pulser/receiver, transducer, and a display device. A pulser/receiver is an electronic device that can produce high 
voltage electrical pulses. Driven by the pulser, the transducer generates high frequency ultrasonic energy. The 
sound energy is introduced and propagates through the materials in the form of waves. When there is a 
discontinuity (such as a crack) in the wave path, part of the energy will be reflected back from the flaw surface. 
The reflected wave signal is transformed into an electrical signal by the transducer and is displayed on a screen. 
[7] 
For the quality assurance C-chart is applied on a sample. The c-chart differs from the p-chart in that it 
accounts for the possibility of more than one defect per inspection unit, and that it requires a fixed sample size. 
C chart treats all defects alike. On C- chart if any point fall outside the control limit than the component should 
be rejected. 
Pareto chart has been proposed for analysis of experimental data. The purpose of the Pareto chart is to 
highlight the most important among a (typically large) set of factors.(A Pareto chart can be used to quickly 
identify what major issues need attention. [11] 
II. EXPERIMENTAL WORK 
In this section, there will be brief description of equipment used to carry out ultrasonic testing for 
28 
determining the internal defect.
Quality analysis of stacking fingers used in hydro generator by using ultrasonic technique 
29 
2.1 Test Specimen 
Stainless steel 304 L (Medium carbon austenitic stainless steel, for high temperature application) Type 
304L is an extra low-carbon variation of Type 304 with a 0.03% maximum carbon content that eliminates 
carbide precipitation due to welding. Velocity is set based on the specimen. For stainless steel 304L is 5660 m/s. 
Table-1 Composition Table-2 Material properties of test specimen 
S.N. Property Value Unit 
1 Tensile strength 564 Mpa 
2 Minimum yield 
strength 
210 Mpa 
3 Min elongation 
fracture 
58 % 
4 Hardness 158 Vickers 
Hardness 
5 Elasticity 193 Gpa 
6 Poisson ratio 0.3 
7 Density 8000 
3 
Kg/m 
Fig -1 Sample 
2.2 Experimental Setup 
Epoch XT ultrasonic defector is used for detecting the internal defect. It is connected to the Probe 
(contact). The probe is placed upon the specimen and a couplant (water) is introduced at the interface. When the 
testing is done then the gain, range etc must be set. 
Fig-2 Ultrasonic defect detector 
Elements Max.% 
C 0.03 
M 2 
Si 0.75 
P 0.045 
S 0.030 
Ch 18-20 
Ni 8-12
Quality analysis of stacking fingers used in hydro generator by using ultrasonic technique 
Table-3 Data collected by ultrasonic testing 
Samples No of defect 
1 3 
2 2 
3 2 
4 0 
5 3 
6 2 
7 4 
8 1 
9 5 
10 3 
During ultrasonic testing the CRT graph which is collected is shows the location of defect. Sometimes 
defect is found at half of the thickness of test specimen and sometimes the defect is found well below the half 
thickness of test specimen. These defects occur in a specimen due to cracks, porosity or inclusion. Sometimes 
same defect occurs in 2 or 3 times. 
30 
2.3 Analysis Of Experimental Data 
C Chart has been created with the help of minitab software. In minitab by using control toots (c chart) 
graph has been created. Evaluate the graph to see whether the process is in control or out-of-control. The graph 
is out-of-control if any point fall outside the control limit. If any point fall outside the control limit than the 
specimen should be rejected.
Quality analysis of stacking fingers used in hydro generator by using ultrasonic technique 
Fig-5 MINI TAB for C-chart 
Here maintenance action is carried out due to, to avoid the production disruption, to not add production cost, to 
maintain high quality. 
Pareto chart has been proposed for analysis of experimental data. The purpose of the Pareto chart is to 
highlight the most important among a (typically large) set of factors. A Pareto chart can be used to quickly 
identify what major issues need attention. Pareto charts can help to focus improvement efforts on areas where 
the largest gains can be made. In quality control it often represents the most common sources of defects, the 
highest occurring type of defect & resolves the majority of problem [11]. Pareto chart is a type of chart that 
contains both bars and a line graph where individual values are represented in descending order by bars, and the 
cumulative total is represented by the line. 
Minitab software is used for analysis of experimental data. On minitab software quality tools are used. 
In quality tools pareto analysis /pareto chart has been used. Choose Chart defects table. In Labels in, enter 
Defects. In Frequencies in, enter Counts. Then click ok. Pareto chart has been created. 
Fig-6 MINITAB for Pareto chart 
From pareto chart it is clear that cracks occurs in most numbers of times. Thus it will enable to identify 
the defects beforehand and thereby reduce maintenance by knowing the problems earlier .So the focus has to be 
done on improvement to cracks because 52% of damage occurs due to this defect. 
During the analysis it is seen that in total 25 defect the arrival of cracks is 13 times. So by probability in total 10 
samples 5 samples are defective. 
When this probability is applied on large lot, suppose 100 samples then 50 samples are found to be 
defective. 
By this prediction of large lot, improvement in quality of samples is done by improving the manufacturing 
process or some heat treatment process. 
31
Quality analysis of stacking fingers used in hydro generator by using ultrasonic technique 
III. RESULT AND DISCUSSION 
Quality control technique shows that how many defect occur is a sample and whether sample is 
accepted or rejected. With the help of C-chart and pareto analysis it is clear that internal defect may leads to 
failure of stacking fingers. 
Fig. 6 C chart 
Fig. 7 Pareto analysis chart 
From pareto analysis it is seen that cracks occurs in most numbers of times. Thus it will enable to 
identify the defects beforehand. So the focus has to be done on improvement to cracks because 52% of damage 
occurs due to this defect. 
So by inspection of stacking finger in manufacturing stage with the help of ultrasonic testing, may 
increase the availability of stacking fingers during production of electricity. Simultaneously reduction in 
breakdown is happened during the operation and decrement in maintenance cost is done. Because during 
breakdown two major losses happened 1st from when production is stopped during the operation period and 2nd 
excess maintenance hours are required so maintenance cost is increased. 
IV. CONCLUSION 
Ultrasonic testing is found to be very effective for determining the internal defect. By these internal 
defect (cracks, inclusion, porosity) sudden failure of stacking finger is arrived. So by the knowing the problem 
earlier in manufacturing stage, the future failure of stacking fingers is minimized. So operation period of 
stacking finger is increased. 
32
Quality analysis of stacking fingers used in hydro generator by using ultrasonic technique 
REFERENCES 
[1]. Antoni Turó, Juan A. Chávez , Miguel J. García-Hernández, András Bulkai, Péter Tomek, Gabor Tóth, 
Anna Gironés , Jordi Salazar (2013); Ultrasonic inspection system for powder metallurgy parts; 
Measurement 46 (2013) 1101–1108. 
[2]. Bernard H. Hertlein (2013) ;Stress wave testing of concrete ; Construction and Building Materials 38 
33 
(2013) 1240–1245 
[3]. Fitting DW, Adler L. Ultrasonic spectral analysis for nondestructive evaluation. New York: Plenum 
Press, 1981 
[4]. (6)Vanlanduit Steve, Guillaume Patrick. “On-line monitoring of fatigue cracks using ultrasonic surface 
waves” NDT&E International (2003).online 
[5]. B. Chassignole , R.ElGuerjouma , M.-A.Ploix , T.Fouquet (2010); Ultrasonic and structural 
characterization of anisotropic austenitic stainless steel welds;NDT&E International 43 (2010) 
[6]. Renaldas Raiˇsutis , RymantasKazys, Egidijus ˇZukauskas(2010); Application of ultrasonic guided 
waves for non-destructive testing of defective CFRP rods; NDT&E International 43 (2010) 416–424 
[7]. Introduction to non destructive testing in ultrasonic machining, eis.hu.edu.jo 
[8]. Isaacs DV. Reinforced concrete pile formulae. J Inst Eng( Aust 1931);3(9):305–23. 
[9]. Feng Ruo, Ultrasonic handbook, University of NanJing Press, NanJing, (2009) (Prodrome, 301–307, 
778–780, 996, 1028–1030 
[10]. I.G. Scott, C.M. Scala, A review of non-destructive testing of composite materials, NDT International 
(1982) 75–86.. 
[11]. Cawley P, Alleyne DN. The use of Lamb waves for the long range inspection of large structures. 
Ultrasonics (1996);34(2):287–90 
[12]. Pareto Nancy R. Tague (2004). "Seven Basic Quality Tools". The Quality Toolbox. Milwaukee, 
[13]. Wisconsin: American Society for Quality. p. 15. Retrieved 2010-02-05

More Related Content

What's hot

Qualification of UV VISIBLE SPECTROPHOTOMETER
Qualification of UV VISIBLE SPECTROPHOTOMETERQualification of UV VISIBLE SPECTROPHOTOMETER
Qualification of UV VISIBLE SPECTROPHOTOMETERDr.K.Venkateswara raju
 
L35 phased array ultrasound & time of flight diffraction
L35 phased array ultrasound & time of flight diffractionL35 phased array ultrasound & time of flight diffraction
L35 phased array ultrasound & time of flight diffractionkarthi keyan
 
Acceptance sampling
Acceptance samplingAcceptance sampling
Acceptance samplingHassan Habib
 
Introduction to Non-destructive Testing(NDT)
Introduction to Non-destructive Testing(NDT)Introduction to Non-destructive Testing(NDT)
Introduction to Non-destructive Testing(NDT)Ahmed Elbermbali
 
Seminar report on Non Destructive Testing
Seminar report on Non Destructive TestingSeminar report on Non Destructive Testing
Seminar report on Non Destructive TestingSakshyam Rai
 
“Borescope” - An Inspection Device to Reach Every Crevice
“Borescope” - An Inspection Device to Reach Every Crevice“Borescope” - An Inspection Device to Reach Every Crevice
“Borescope” - An Inspection Device to Reach Every CreviceEnvolta Group
 
NDT Jamshed soft copy
NDT Jamshed soft copyNDT Jamshed soft copy
NDT Jamshed soft copyJAMSHED ALAM
 

What's hot (15)

Ayaz_portfolio
Ayaz_portfolioAyaz_portfolio
Ayaz_portfolio
 
Qualification of UV VISIBLE SPECTROPHOTOMETER
Qualification of UV VISIBLE SPECTROPHOTOMETERQualification of UV VISIBLE SPECTROPHOTOMETER
Qualification of UV VISIBLE SPECTROPHOTOMETER
 
Ndt methods
Ndt methodsNdt methods
Ndt methods
 
L35 phased array ultrasound & time of flight diffraction
L35 phased array ultrasound & time of flight diffractionL35 phased array ultrasound & time of flight diffraction
L35 phased array ultrasound & time of flight diffraction
 
Acceptance sampling
Acceptance samplingAcceptance sampling
Acceptance sampling
 
TRP
TRPTRP
TRP
 
INTRODUCTION OF NDT
INTRODUCTION OF NDTINTRODUCTION OF NDT
INTRODUCTION OF NDT
 
Introduction to Non-destructive Testing(NDT)
Introduction to Non-destructive Testing(NDT)Introduction to Non-destructive Testing(NDT)
Introduction to Non-destructive Testing(NDT)
 
Importance of ndt
Importance of ndtImportance of ndt
Importance of ndt
 
MET 105 Module 2
MET 105 Module 2MET 105 Module 2
MET 105 Module 2
 
Seminar report on Non Destructive Testing
Seminar report on Non Destructive TestingSeminar report on Non Destructive Testing
Seminar report on Non Destructive Testing
 
“Borescope” - An Inspection Device to Reach Every Crevice
“Borescope” - An Inspection Device to Reach Every Crevice“Borescope” - An Inspection Device to Reach Every Crevice
“Borescope” - An Inspection Device to Reach Every Crevice
 
NDT Jamshed soft copy
NDT Jamshed soft copyNDT Jamshed soft copy
NDT Jamshed soft copy
 
MET 105 Module 1
MET 105 Module 1MET 105 Module 1
MET 105 Module 1
 
Ultrasonic weld test
Ultrasonic weld testUltrasonic weld test
Ultrasonic weld test
 

Viewers also liked

International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
Letter on his birthday
Letter on his birthdayLetter on his birthday
Letter on his birthdayTim Hall
 
Experience Certificate- Shaqra University-Saudi Arabia.PDF
Experience Certificate- Shaqra University-Saudi Arabia.PDFExperience Certificate- Shaqra University-Saudi Arabia.PDF
Experience Certificate- Shaqra University-Saudi Arabia.PDFHoda Mahmoud
 
COLUMBUS 200 - hp pitch Final with Bleeds
COLUMBUS 200 - hp pitch Final with BleedsCOLUMBUS 200 - hp pitch Final with Bleeds
COLUMBUS 200 - hp pitch Final with BleedsMissViolet69
 
Build-it! They will come!
Build-it! They will come!Build-it! They will come!
Build-it! They will come!christy michaud
 

Viewers also liked (20)

International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
C1071622
C1071622C1071622
C1071622
 
H1075460
H1075460H1075460
H1075460
 
E1073340
E1073340E1073340
E1073340
 
C1061417
C1061417C1061417
C1061417
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
Letter on his birthday
Letter on his birthdayLetter on his birthday
Letter on his birthday
 
Experience Certificate- Shaqra University-Saudi Arabia.PDF
Experience Certificate- Shaqra University-Saudi Arabia.PDFExperience Certificate- Shaqra University-Saudi Arabia.PDF
Experience Certificate- Shaqra University-Saudi Arabia.PDF
 
Práctica de laboratorio 3: Flujo permanente a través de un orificio
Práctica de laboratorio 3: Flujo permanente a través de un orificioPráctica de laboratorio 3: Flujo permanente a través de un orificio
Práctica de laboratorio 3: Flujo permanente a través de un orificio
 
COLUMBUS 200 - hp pitch Final with Bleeds
COLUMBUS 200 - hp pitch Final with BleedsCOLUMBUS 200 - hp pitch Final with Bleeds
COLUMBUS 200 - hp pitch Final with Bleeds
 
Build-it! They will come!
Build-it! They will come!Build-it! They will come!
Build-it! They will come!
 

Similar to International Journal of Engineering Research and Development

International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
A new wavelet feature for fault diagnosis
A new wavelet feature for fault diagnosisA new wavelet feature for fault diagnosis
A new wavelet feature for fault diagnosisIAEME Publication
 
IRJET-Develpoment and Analysis of Frequency Response Setup for Pole Shoe Ferr...
IRJET-Develpoment and Analysis of Frequency Response Setup for Pole Shoe Ferr...IRJET-Develpoment and Analysis of Frequency Response Setup for Pole Shoe Ferr...
IRJET-Develpoment and Analysis of Frequency Response Setup for Pole Shoe Ferr...IRJET Journal
 
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...IOSR Journals
 
Fault diagnosis of rolling element bearings using artificial neural network
Fault diagnosis of rolling element bearings  using artificial neural network Fault diagnosis of rolling element bearings  using artificial neural network
Fault diagnosis of rolling element bearings using artificial neural network IJECEIAES
 
Detection of Cracks in Single Crystalline Silicon Wafers using Impact Test an...
Detection of Cracks in Single Crystalline Silicon Wafers using Impact Test an...Detection of Cracks in Single Crystalline Silicon Wafers using Impact Test an...
Detection of Cracks in Single Crystalline Silicon Wafers using Impact Test an...IRJET Journal
 
IRJET- Rejection Analysis in Fuel Equipment
IRJET- Rejection Analysis in Fuel EquipmentIRJET- Rejection Analysis in Fuel Equipment
IRJET- Rejection Analysis in Fuel EquipmentIRJET Journal
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)IJERD Editor
 
Optimization of process parameter for maximizing Material removal rate in tur...
Optimization of process parameter for maximizing Material removal rate in tur...Optimization of process parameter for maximizing Material removal rate in tur...
Optimization of process parameter for maximizing Material removal rate in tur...IRJET Journal
 
IRJET- Auto Range Resistor Sorter
IRJET- Auto Range Resistor SorterIRJET- Auto Range Resistor Sorter
IRJET- Auto Range Resistor SorterIRJET Journal
 
Paper id 23201426
Paper id 23201426Paper id 23201426
Paper id 23201426IJRAT
 
Predictive Model for Ultrasonic Slitting of Glass Using Feed Forward Back Pro...
Predictive Model for Ultrasonic Slitting of Glass Using Feed Forward Back Pro...Predictive Model for Ultrasonic Slitting of Glass Using Feed Forward Back Pro...
Predictive Model for Ultrasonic Slitting of Glass Using Feed Forward Back Pro...IJSRD
 
Instrument Transformers - Following the Money: Best Practices in a Post AMI W...
Instrument Transformers - Following the Money: Best Practices in a Post AMI W...Instrument Transformers - Following the Money: Best Practices in a Post AMI W...
Instrument Transformers - Following the Money: Best Practices in a Post AMI W...TESCO - The Eastern Specialty Company
 
SMC ETP System Power Transformer Maintenance
SMC ETP System Power Transformer MaintenanceSMC ETP System Power Transformer Maintenance
SMC ETP System Power Transformer MaintenanceErika Herbozo
 
IRJET- Wavelet Decomposition along with ANN used for Fault Detection
IRJET- Wavelet Decomposition along with ANN used for Fault DetectionIRJET- Wavelet Decomposition along with ANN used for Fault Detection
IRJET- Wavelet Decomposition along with ANN used for Fault DetectionIRJET Journal
 
project presentation on "THMC"
project presentation on "THMC"project presentation on "THMC"
project presentation on "THMC"Teja venkat
 
Case Study | How we solved an Earth-fault (mal)Tripping that was causing trip...
Case Study | How we solved an Earth-fault (mal)Tripping that was causing trip...Case Study | How we solved an Earth-fault (mal)Tripping that was causing trip...
Case Study | How we solved an Earth-fault (mal)Tripping that was causing trip...System Protection
 

Similar to International Journal of Engineering Research and Development (20)

International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
B1071014
B1071014B1071014
B1071014
 
A new wavelet feature for fault diagnosis
A new wavelet feature for fault diagnosisA new wavelet feature for fault diagnosis
A new wavelet feature for fault diagnosis
 
Ultrasonic Stirrer
Ultrasonic StirrerUltrasonic Stirrer
Ultrasonic Stirrer
 
IRJET-Develpoment and Analysis of Frequency Response Setup for Pole Shoe Ferr...
IRJET-Develpoment and Analysis of Frequency Response Setup for Pole Shoe Ferr...IRJET-Develpoment and Analysis of Frequency Response Setup for Pole Shoe Ferr...
IRJET-Develpoment and Analysis of Frequency Response Setup for Pole Shoe Ferr...
 
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...
Assessment of Gearbox Fault DetectionUsing Vibration Signal Analysis and Acou...
 
Fault diagnosis of rolling element bearings using artificial neural network
Fault diagnosis of rolling element bearings  using artificial neural network Fault diagnosis of rolling element bearings  using artificial neural network
Fault diagnosis of rolling element bearings using artificial neural network
 
Detection of Cracks in Single Crystalline Silicon Wafers using Impact Test an...
Detection of Cracks in Single Crystalline Silicon Wafers using Impact Test an...Detection of Cracks in Single Crystalline Silicon Wafers using Impact Test an...
Detection of Cracks in Single Crystalline Silicon Wafers using Impact Test an...
 
IRJET- Rejection Analysis in Fuel Equipment
IRJET- Rejection Analysis in Fuel EquipmentIRJET- Rejection Analysis in Fuel Equipment
IRJET- Rejection Analysis in Fuel Equipment
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
Optimization of process parameter for maximizing Material removal rate in tur...
Optimization of process parameter for maximizing Material removal rate in tur...Optimization of process parameter for maximizing Material removal rate in tur...
Optimization of process parameter for maximizing Material removal rate in tur...
 
IRJET- Auto Range Resistor Sorter
IRJET- Auto Range Resistor SorterIRJET- Auto Range Resistor Sorter
IRJET- Auto Range Resistor Sorter
 
Paper id 23201426
Paper id 23201426Paper id 23201426
Paper id 23201426
 
Predictive Model for Ultrasonic Slitting of Glass Using Feed Forward Back Pro...
Predictive Model for Ultrasonic Slitting of Glass Using Feed Forward Back Pro...Predictive Model for Ultrasonic Slitting of Glass Using Feed Forward Back Pro...
Predictive Model for Ultrasonic Slitting of Glass Using Feed Forward Back Pro...
 
Instrument Transformers - Following the Money: Best Practices in a Post AMI W...
Instrument Transformers - Following the Money: Best Practices in a Post AMI W...Instrument Transformers - Following the Money: Best Practices in a Post AMI W...
Instrument Transformers - Following the Money: Best Practices in a Post AMI W...
 
J046015861
J046015861J046015861
J046015861
 
SMC ETP System Power Transformer Maintenance
SMC ETP System Power Transformer MaintenanceSMC ETP System Power Transformer Maintenance
SMC ETP System Power Transformer Maintenance
 
IRJET- Wavelet Decomposition along with ANN used for Fault Detection
IRJET- Wavelet Decomposition along with ANN used for Fault DetectionIRJET- Wavelet Decomposition along with ANN used for Fault Detection
IRJET- Wavelet Decomposition along with ANN used for Fault Detection
 
project presentation on "THMC"
project presentation on "THMC"project presentation on "THMC"
project presentation on "THMC"
 
Case Study | How we solved an Earth-fault (mal)Tripping that was causing trip...
Case Study | How we solved an Earth-fault (mal)Tripping that was causing trip...Case Study | How we solved an Earth-fault (mal)Tripping that was causing trip...
Case Study | How we solved an Earth-fault (mal)Tripping that was causing trip...
 

More from IJERD Editor

A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksA Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksIJERD Editor
 
MEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEMEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEIJERD Editor
 
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...IJERD Editor
 
Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’IJERD Editor
 
Reducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignReducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignIJERD Editor
 
Router 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationRouter 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationIJERD Editor
 
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...IJERD Editor
 
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRMitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRIJERD Editor
 
Study on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingStudy on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingIJERD Editor
 
Spyware triggering system by particular string value
Spyware triggering system by particular string valueSpyware triggering system by particular string value
Spyware triggering system by particular string valueIJERD Editor
 
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...IJERD Editor
 
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeSecure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeIJERD Editor
 
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...IJERD Editor
 
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraGesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraIJERD Editor
 
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...IJERD Editor
 
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...IJERD Editor
 
Moon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingMoon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingIJERD Editor
 
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...IJERD Editor
 
Importance of Measurements in Smart Grid
Importance of Measurements in Smart GridImportance of Measurements in Smart Grid
Importance of Measurements in Smart GridIJERD Editor
 
Study of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderStudy of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderIJERD Editor
 

More from IJERD Editor (20)

A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksA Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
 
MEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEMEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACE
 
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
 
Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’
 
Reducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignReducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding Design
 
Router 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationRouter 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and Verification
 
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
 
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRMitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
 
Study on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingStudy on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive Manufacturing
 
Spyware triggering system by particular string value
Spyware triggering system by particular string valueSpyware triggering system by particular string value
Spyware triggering system by particular string value
 
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
 
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeSecure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
 
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
 
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraGesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
 
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
 
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
 
Moon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingMoon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF Dxing
 
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
 
Importance of Measurements in Smart Grid
Importance of Measurements in Smart GridImportance of Measurements in Smart Grid
Importance of Measurements in Smart Grid
 
Study of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderStudy of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powder
 

Recently uploaded

Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsHyundai Motor Group
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Bluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfBluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfngoud9212
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Neo4j
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 

Recently uploaded (20)

Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Bluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfBluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdf
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 

International Journal of Engineering Research and Development

  • 1. International Journal of Engineering Research and Development e-ISSN: 2278-067X, p-ISSN: 2278-800X, www.ijerd.com Volume 10, Issue 7 (July 2014), PP.28-33 Quality analysis of stacking fingers used in hydro generator by using ultrasonic technique Sandeep Dwivedi1, Manish Vishwakarma2 1M.Tech, MED, MANIT Bhopal (INDIA) 2Asst.Professor, MED,, M.A.N.I.T.Bhopal(INDIA) Abstract:- Stacking finger plays a important role in hydro generator. Stacking finger used to take a load and voltage fluctuation during the production electricity. If any stacking fingers is found to be defective than the working of hydro generator is affected. To reduce failure of hydro generator, it is important to use a good quality stacking finger. In Present work quality improvement of stacking finger is done with the help of ultrasonic testing technique at the time of inspection after production of stacking finger. In this work for quality measurement of stacking fingers C-chart and pareto chart is used. Key terms- Stacking finger, Ultrasonic testing, C-chart, Pareto chart I. INTRODUCTION Hydro generator is an important part of any hydro power station. It converts mechanical energy which produces by hydraulic turbine in to electrical energy. Without hydro generator electricity is not produced. It comprises of varies elements such as laminated sheets, pressing plates, stacking fingers stators, rotors. In it stacking finger is very important component. Stacking fingers will be optimally designed, correct tolerance and al mechanical dimension will be correct. It takes loads and voltages fluctuation during the working of hydro generator. If any defect is found in it then the voltage fluctuation is not purely dissipated. And they damage the all assembly of hydro generator. If stacking finger is not doing there intend function then electricity production is minimized. Cost of Hydro Generator is 1 cror approximately so replacement is big loss and time for break down maintenance is also longer. From literature it is seen that there are numerous method available for knowing the internal defect. Ultrasonic testing is very effective method for knowing the internal defect. Ultrasonic Testing (UT) uses high frequency sound waves (typically in the range between 0.5 and 15 MHz) to conduct examinations and make measurements. It can use to measure internal defect such as flaw detection/evaluation, dimensional measurements, material characterization, etc. [7] A typical pulse-echo UT inspection system consists of several functional units, such as the pulser/receiver, transducer, and a display device. A pulser/receiver is an electronic device that can produce high voltage electrical pulses. Driven by the pulser, the transducer generates high frequency ultrasonic energy. The sound energy is introduced and propagates through the materials in the form of waves. When there is a discontinuity (such as a crack) in the wave path, part of the energy will be reflected back from the flaw surface. The reflected wave signal is transformed into an electrical signal by the transducer and is displayed on a screen. [7] For the quality assurance C-chart is applied on a sample. The c-chart differs from the p-chart in that it accounts for the possibility of more than one defect per inspection unit, and that it requires a fixed sample size. C chart treats all defects alike. On C- chart if any point fall outside the control limit than the component should be rejected. Pareto chart has been proposed for analysis of experimental data. The purpose of the Pareto chart is to highlight the most important among a (typically large) set of factors.(A Pareto chart can be used to quickly identify what major issues need attention. [11] II. EXPERIMENTAL WORK In this section, there will be brief description of equipment used to carry out ultrasonic testing for 28 determining the internal defect.
  • 2. Quality analysis of stacking fingers used in hydro generator by using ultrasonic technique 29 2.1 Test Specimen Stainless steel 304 L (Medium carbon austenitic stainless steel, for high temperature application) Type 304L is an extra low-carbon variation of Type 304 with a 0.03% maximum carbon content that eliminates carbide precipitation due to welding. Velocity is set based on the specimen. For stainless steel 304L is 5660 m/s. Table-1 Composition Table-2 Material properties of test specimen S.N. Property Value Unit 1 Tensile strength 564 Mpa 2 Minimum yield strength 210 Mpa 3 Min elongation fracture 58 % 4 Hardness 158 Vickers Hardness 5 Elasticity 193 Gpa 6 Poisson ratio 0.3 7 Density 8000 3 Kg/m Fig -1 Sample 2.2 Experimental Setup Epoch XT ultrasonic defector is used for detecting the internal defect. It is connected to the Probe (contact). The probe is placed upon the specimen and a couplant (water) is introduced at the interface. When the testing is done then the gain, range etc must be set. Fig-2 Ultrasonic defect detector Elements Max.% C 0.03 M 2 Si 0.75 P 0.045 S 0.030 Ch 18-20 Ni 8-12
  • 3. Quality analysis of stacking fingers used in hydro generator by using ultrasonic technique Table-3 Data collected by ultrasonic testing Samples No of defect 1 3 2 2 3 2 4 0 5 3 6 2 7 4 8 1 9 5 10 3 During ultrasonic testing the CRT graph which is collected is shows the location of defect. Sometimes defect is found at half of the thickness of test specimen and sometimes the defect is found well below the half thickness of test specimen. These defects occur in a specimen due to cracks, porosity or inclusion. Sometimes same defect occurs in 2 or 3 times. 30 2.3 Analysis Of Experimental Data C Chart has been created with the help of minitab software. In minitab by using control toots (c chart) graph has been created. Evaluate the graph to see whether the process is in control or out-of-control. The graph is out-of-control if any point fall outside the control limit. If any point fall outside the control limit than the specimen should be rejected.
  • 4. Quality analysis of stacking fingers used in hydro generator by using ultrasonic technique Fig-5 MINI TAB for C-chart Here maintenance action is carried out due to, to avoid the production disruption, to not add production cost, to maintain high quality. Pareto chart has been proposed for analysis of experimental data. The purpose of the Pareto chart is to highlight the most important among a (typically large) set of factors. A Pareto chart can be used to quickly identify what major issues need attention. Pareto charts can help to focus improvement efforts on areas where the largest gains can be made. In quality control it often represents the most common sources of defects, the highest occurring type of defect & resolves the majority of problem [11]. Pareto chart is a type of chart that contains both bars and a line graph where individual values are represented in descending order by bars, and the cumulative total is represented by the line. Minitab software is used for analysis of experimental data. On minitab software quality tools are used. In quality tools pareto analysis /pareto chart has been used. Choose Chart defects table. In Labels in, enter Defects. In Frequencies in, enter Counts. Then click ok. Pareto chart has been created. Fig-6 MINITAB for Pareto chart From pareto chart it is clear that cracks occurs in most numbers of times. Thus it will enable to identify the defects beforehand and thereby reduce maintenance by knowing the problems earlier .So the focus has to be done on improvement to cracks because 52% of damage occurs due to this defect. During the analysis it is seen that in total 25 defect the arrival of cracks is 13 times. So by probability in total 10 samples 5 samples are defective. When this probability is applied on large lot, suppose 100 samples then 50 samples are found to be defective. By this prediction of large lot, improvement in quality of samples is done by improving the manufacturing process or some heat treatment process. 31
  • 5. Quality analysis of stacking fingers used in hydro generator by using ultrasonic technique III. RESULT AND DISCUSSION Quality control technique shows that how many defect occur is a sample and whether sample is accepted or rejected. With the help of C-chart and pareto analysis it is clear that internal defect may leads to failure of stacking fingers. Fig. 6 C chart Fig. 7 Pareto analysis chart From pareto analysis it is seen that cracks occurs in most numbers of times. Thus it will enable to identify the defects beforehand. So the focus has to be done on improvement to cracks because 52% of damage occurs due to this defect. So by inspection of stacking finger in manufacturing stage with the help of ultrasonic testing, may increase the availability of stacking fingers during production of electricity. Simultaneously reduction in breakdown is happened during the operation and decrement in maintenance cost is done. Because during breakdown two major losses happened 1st from when production is stopped during the operation period and 2nd excess maintenance hours are required so maintenance cost is increased. IV. CONCLUSION Ultrasonic testing is found to be very effective for determining the internal defect. By these internal defect (cracks, inclusion, porosity) sudden failure of stacking finger is arrived. So by the knowing the problem earlier in manufacturing stage, the future failure of stacking fingers is minimized. So operation period of stacking finger is increased. 32
  • 6. Quality analysis of stacking fingers used in hydro generator by using ultrasonic technique REFERENCES [1]. Antoni Turó, Juan A. Chávez , Miguel J. García-Hernández, András Bulkai, Péter Tomek, Gabor Tóth, Anna Gironés , Jordi Salazar (2013); Ultrasonic inspection system for powder metallurgy parts; Measurement 46 (2013) 1101–1108. [2]. Bernard H. Hertlein (2013) ;Stress wave testing of concrete ; Construction and Building Materials 38 33 (2013) 1240–1245 [3]. Fitting DW, Adler L. Ultrasonic spectral analysis for nondestructive evaluation. New York: Plenum Press, 1981 [4]. (6)Vanlanduit Steve, Guillaume Patrick. “On-line monitoring of fatigue cracks using ultrasonic surface waves” NDT&E International (2003).online [5]. B. Chassignole , R.ElGuerjouma , M.-A.Ploix , T.Fouquet (2010); Ultrasonic and structural characterization of anisotropic austenitic stainless steel welds;NDT&E International 43 (2010) [6]. Renaldas Raiˇsutis , RymantasKazys, Egidijus ˇZukauskas(2010); Application of ultrasonic guided waves for non-destructive testing of defective CFRP rods; NDT&E International 43 (2010) 416–424 [7]. Introduction to non destructive testing in ultrasonic machining, eis.hu.edu.jo [8]. Isaacs DV. Reinforced concrete pile formulae. J Inst Eng( Aust 1931);3(9):305–23. [9]. Feng Ruo, Ultrasonic handbook, University of NanJing Press, NanJing, (2009) (Prodrome, 301–307, 778–780, 996, 1028–1030 [10]. I.G. Scott, C.M. Scala, A review of non-destructive testing of composite materials, NDT International (1982) 75–86.. [11]. Cawley P, Alleyne DN. The use of Lamb waves for the long range inspection of large structures. Ultrasonics (1996);34(2):287–90 [12]. Pareto Nancy R. Tague (2004). "Seven Basic Quality Tools". The Quality Toolbox. Milwaukee, [13]. Wisconsin: American Society for Quality. p. 15. Retrieved 2010-02-05