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ARTICLES
High Speed Vedic Multiplier for Digital Signal Processors
Ramesh Pushpangadan, Vineeth Sukumaran, Rino Innocent, Dinesh Sasikumar, Vaisak Sundar
November-December 2009, 55(6):282-286
DOI
:10.4103/0377-2063.59167
Digital signal processors (DSPs) are very important in various engineering disciplines. Fast multiplication is very important in DSPs for convolution, Fourier transforms etc. A fast method for multiplication based on ancient Indian Vedic mathematics is proposed in this paper. Among the various methods of multiplications in Vedic mathematics, Urdhva tiryakbhyam is discussed in detail. Urdhva tiryakbhyam is a general multiplication formula applicable to all cases of multiplication. This algorithm is applied to digital arithmetic and multiplier architecture is formulated. This is a highly modular design in which smaller blocks can be used to build higher blocks. The coding is done in VHDL
(very high speed integrated circuits hardware description language) and synthesis is done using Xilinx ISE series. The combinational delay obtained after synthesis is compared with the performance of the modified Booth Wallace multiplier which is a fast multiplier. This Vedic multiplier can bring about great improvement in DSP performance.
[ABSTRACT]
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8,062
1,763
2
Power Quality Improvement in Switched Mode Power Supplies Using Autoconnected Transformer Based 9-Phase ac-dc Converters
R Kalpana, G Bhuvaneswari, Bhim Singh
September-October 2010, 56(5):270-285
DOI
:10.4103/0377-2063.72782
Switched Mode Power Supplies (SMPS) of medium power ratings are extensively used in heating, welding and telecommunication power supply applications. Invariably, they use a 3-phase ac-dc converter at the front end. In this paper, different autoconnected transformer-based 9-phase ac-dc converter configurations are designed, modeled and simulated to feed such medium capacity SMPS for improving the power quality indices at the point of common coupling (PCC). The autoconnected transformer is designed suitable for producing 9-phase voltages of same magnitude and having equal phase shift. The proposed 9-phase ac-dc converters are found capable of suppressing up to 17th harmonic in the supply current along with the power factor improvement close to unity at varying loads. A set of power quality indices on input ac mains and magnetic ratings for various autoconnected transformer configurations for this SMPS are also presented so that the best converter configuration can be chosen according to the requirements for a particular application.
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7,076
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Practical Blind Approach for Joint Detection and Parameter Assessment in Direct Sequence Code Division Multiple Access Systems
Javad Afshar Jahanshahi, Mohammad Eslami, Seyed Ali Ghorashi
September-October 2011, 57(5):478-486
DOI
:10.4103/0377-2063.90177
In this paper, the blind code extraction of Direct Sequence Code - Division Multiple Access signals is considered based on independent component analysis (ICA), some propositions are defined in order to estimate the number of active users, to distinguish between correct and incorrect extracted codes, and also to determine the quality of detection along with the ICA-based blind detection procedure. These propositions are used to improve the performance of the ICA blind detection-based method. Principal component analysis and gaussian mixture model are employed as analyzing tools in proposed criteria. Experimental results show that the defined criteria are verified.
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5,820
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A 24-pulse AC-DC converter employing a pulse doubling technique for vector-controlled induction motor drives
Bhim Singh, Vipin Garg, Gurumoorthy Bhuvaneshwari
July-August 2008, 54(4):314-322
DOI
:10.4103/0377-2063.44235
This paper deals with various multipulse AC-DC converters for improving the power quality in vector-controlled induction motor drives (VCIMDs) at the point of common coupling. These multipulse AC-DC converters are realized using a reduced rating autotransformer. Moreover, DC ripple reinjection is used to double the rectification pulses resulting in an effective harmonic mitigation. The proposed AC-DC converter is able to eliminate up to 21st harmonics in the supply current. The effect of load variation on VCIMD is also studied to demonstrate the effectiveness of the proposed AC-DC converter. A set of power quality indices on input AC mains and on the DC bus for a VCIMD fed from different AC-DC converters is also given to compare their performance.
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5,563
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1
Speckle Noise Reduction in Ultrasound Images Using Context-based Adaptive Wavelet Thresholding
S Sudha, GR Suresh, R Sukanesh
May-June 2009, 55(3):135-143
DOI
:10.4103/0377-2063.54905
In medical imaging, image denoising has become a very essential exercise all through the diagnosis. Compromise between the preservation of useful diagnostic information and noise suppression must be respected in medical images. One of the ultimate goals of an imaging modality is to provide the clinician with the best possible information needed to make an accurate diagnosis. Ultrasound images suffer from an intrinsic artifact called speckle. Speckle degrades spatial and contrast resolution and obscures the underlying anatomy. Thus, it seems sensible to reduce speckle artifacts before performing image analysis, provided the image that might distinguish one tissue from another is preserved. The main goal of this thesis was the development of novel methods for suppression of speckle in medical ultrasound images in the wavelet domain. We have adopted weighted variance for estimating the threshold and multiscale product scheme for thresholding the coefficients. To employ the wavelet interscale dependencies, the adjacent wavelet subbands are multiplied. Multiplying the adjacent wavelet scales would sharpen the important structures while reducing noise. In the multiscale products, edges can be efficiently discriminated from noise. Then, an adaptive threshold was calculated and imposed on the products, instead of on the wavelet coefficients, to identify important features. Fundamentally speckle noise is a signal-dependent one, and so weighted variance of each background pixel was taken into account while calculating threshold. Experiments show that the proposed scheme better suppresses noise and preserves edges than other wavelet-denoising methods. Experiments with synthetic and real ultrasound imagery show that the proposed method improves the signal-to-noise ratio and preserves edge clarity.
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5,395
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2
Switching losses and harmonic investigations in multilevel inverters
Pradyumn K Chaturvedi, Shailendra Jain, Pramod Agrawal, Rajesh K Nema, Kaushal K Sao
July-August 2008, 54(4):297-307
DOI
:10.4103/0377-2063.44233
Use of conventional two-level pulse width modulation (PWM) inverters provide less distorted current and voltage but at the cost of higher switching losses due to high switching frequencies. Multilevel inverters are emerging as a viable alternative for high power, medium voltage applications. This paper compares total harmonic distortion and switching losses in conventional two-level inverters with multilevel inverters (three-level and five-level) at different switching frequencies. An optimized switching frequency has been obtained for a lower level of total harmonic distortion and switching losses. Diode-clamped, three-phase topology is considered for study. A sinusoidal PWM technique is used to control the switches of the inverter. Simulation study confirms the reduction in harmonic distortion and switching losses as the number of the levels increases.
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5,161
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3
Control Strategies for Distribution Static Compensator for Power Quality Improvement
Deepika Masand, Shailendra Jain, Gayatri Agnihotri
November-December 2008, 54(6):421-428
DOI
:10.4103/0377-2063.48632
Distribution Static Compensator is an important device in correcting power factor, maintaining constant distribution voltage, and mitigating harmonics in a distribution network. This paper focuses on the comparative study of the control techniques for voltage source converter based Distribution Static Compensator, broadly classified as voltage controlled and current controlled. Under the former, phase shift control is compared with the latter, considering indirect decoupled current control and regulation of AC bus and Dc link voltage with hysteresis current control. The first two schemes have been successfully implemented for Static Compensator control at the transmission level for reactive power compensation and voltage support, and are recently being incorporated to control a Distribution Static Compensator employed at the distribution end. The following indices are considered for comparison - measurement and signal conditioning requirement, performance with varying linear/nonlinear load, total harmonic distortion, DC link voltage variation and switching frequency. The paper briefly describes the salient features of each strategy, with their merits and demerits. A dynamic simulation model of the Distribution Static Compensator has been developed for various control strategies, in Matlab/SimPower System environment.
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4
Design of Intel 8751 Microcontroller-based System for Monitoring and Control of a Thermal Process
Francis Enejo Idachaba
July-August 2010, 56(4):189-192
DOI
:10.4103/0377-2063.70624
An Intel 8751 microcontroller-based system was developed to monitor and control the temperature of an oven. The IN4148 signal diode was used as the temperature sensor and the on-off control algorithm was utilized with the system switching off the heating process whenever it attains the preset value. The system provides a digital readout of the system temperature and a status/blinker indicator showing whether heating is in progress or terminated. The control programs were loaded onto the memory of the microcontroller and the enable the selection of the different temperature values. The system improves accuracy by eliminating human participation and saves operator time. The system is easy to operate, maintain, and upgrade.
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5,130
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Analysis and Implementation of LCC Resonant DC-DC Converter for Automotive Application
M Prabhakar, V Kamaraj
July-August 2010, 56(4):202-212
DOI
:10.4103/0377-2063.70638
In this paper, a non-isolated inductor-capacitor-capacitor (LCC) topology based DC-DC converter for automotive application is practically implemented. The resonant tank with one inductor and two capacitors provides soft switching of the inverter switches and a voltage gain of 2. All possible LCC topologies are listed and categorized based on the order of their voltage gain expression. Based on the source/sink requirement for automotive application, some topologies are found to be realizable. For all these realizable topologies, voltage gain expressions are obtained and plotted against normalized frequency. From the voltage gain plots, one candidate topology is chosen and analyzed further. Expressions for current gain, stress across resonant tank elements, circulating reactive power and stored energy in the tank are obtained. The optimum value of Q which results in smallest possible resonant tank is determined and is found to be 0.545. The resonant tank is designed and implemented based on the optimum value of Q. Experimental results show that soft switching is achieved for a wide load range and is suitable for automotive application.
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4,726
416
1
Electrically Small Patch Antenna Loaded with Metamaterial
JG Joshi, Shyam S Pattnaik, Swapna Devi, MR Lohokare
November-December 2010, 56(6):373-379
DOI
:10.4103/0377-2063.76193
In this paper, the authors present a new planar metamaterial loaded electrically small microstrip patch antenna. The rectangular microstrip patch antenna is loaded by metamaterial using planar square spilt ring resonators (SRRs). The unloaded rectangular microstrip patch antenna resonates at 23 GHz, whereas after loading it by metamaterial, the same antenna resonates at 9.51 GHz. In loaded condition, the resonant frequency of rectangular microstrip patch antenna reduces due to magnetic coupling. The dimensions of the antenna structure are 0.161λ × 0.192λ. Using the Chu limit, the size of the antenna comes to
ka
= 0.775, thus, satisfies the condition of an electrically small antenna (
ka
< 1). The antenna exhibits an impedance bandwidth of 512 MHz at a resonant frequency of 9.51 GHz. The calculated radiation
Q
rad
is 18.86 which is larger than
Q
chu
minimum, that is
Q
chu
= 3.43. The gain and directivity of this antenna structure are 3.2 dBi and 7.8 dBi, respectively. The proposed antenna structure is simulated on a dielectric substrate with coaxial fed without incorporating any additional matching network.
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Modeling, Simulation and Development of Isolated Cuk AC-DC Converter in DCM and CCM Operation
Bhim Singh, Ganesh Dutt Chaturvedi
November-December 2008, 54(6):414-420
DOI
:10.4103/0377-2063.48631
This paper presents modeling, simulation and development of high frequency isolation based single-phase buck-boost AC-DC Cuk converter, which consists of only one switch, resulting in simplicity in design and manufacturing, and reduction in input current total harmonic distortion (THD). Design and analysis are carried out for a 13.5 V output voltage and 20.25 W output power. To validate the design of the converter at the primary stage, the simulation is performed in discontinuous conduction mode (DCM) and continuous conduction mode (CCM) of operation, using PSJM 6.0 platform, which shows high-level steady state and dynamic performance. A laboratory prototype of the proposed single switch Cuk buck-boost converter in DCM operation is developed and test results are presented to validate the proposed design and developed model of the system.
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4,148
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3
Applications of Fractional Fourier Transform in Sonar Signal Processing
Roshen Jacob, Tessamma Thomas, A Unnikrishnan
January-February 2009, 55(1):16-27
DOI
:10.4103/0377-2063.51323
Underwater scenario with all its complexities has been always very challenging for sonar signal processing. The reverberation and the fast-fading nature of the channel make it necessary to use chirp waveforms for sonar transmissions. The conventional techniques based on Fourier transforms often fail to fully address the issues like Doppler estimation with chirp waveforms and low signal-to-noise ratio detection due to the vagaries of the medium. Alternately, the fractional Fourier transform (henceforth shortened as FrFT) can be used in sonar signal processing for improved chirp-detection performance. However, this useful signal-processing tool is largely unknown to the sonar signal processing community. This paper demonstrates the application of FrFT in active and intercept sonar signal processing. The motivation to adopt the proposed method is the ability of FrFT to process chirp signals better than the conventional Fourier transform. FrFT is a parameterized transform with parameter a, related to the chirp rate. Many active sonar systems choose to transmit chirp signals for better detection in the presence of reverberation. FrFT if used instead of FFT in the correlation receiver has great potential as it takes advantage of the knowledge of transmitted waveform and can be therefore implemented for the optimum order. In the simulations, performance of matched filtering with FrFT has been compared with performance using conventional FFT. In the case of intercept sonar, FrFT can be used to estimate the parameters of chirps from a multi-component signal. This paper presents a novel parameter-estimation procedure by which chirp parameters are calculated from the two primary estimates, namely, optimum order and FrFT peak position. Simulation results clearly demonstrate the potential advantages of the proposed methods.
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4,052
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8
A Low-power and High-performance Radix-4 Multiplier Design Using a Modified Pass-transistor Logic Technique
C Senthilpari
March-April 2011, 57(2):149-155
DOI
:10.4103/0377-2063.81744
This paper describes a 1-bit adder designed using the modified complementary pass transistor logic technique. The proposed adder was implemented in an 8 Χ 8 bit high radix multiplier circuit. This paper describes the proposed adder technique for obtaining high speed, lower area, less power dissipation and lower propagation delay. The multiplier circuits were schematized using the DSCH2 schematic design tool, and their layouts were generated with the Microwind 2 VLSI layout CAD tool. The parameter analyses were performed with a BSIM4 analyzer. Two unsigned multipliers were designed using the proposed modified complementary pass-transistor logic (CPL) adder cell, namely a Carry Save Array multiplier (CSA multiplier) and a Baugh-Wooley multiplier, for comparison with our proposed adder cell-based high radix multiplier. The proposed adder cell-based CSA multiplier and Baugh-Wooley multiplier, as well as other existing multipliers, were compared with the high radix multiplier circuit in terms of power dissipation, propagation delay, latency, throughput, Energy Per Instruction and area. Our proposed 1-bit adder and adder-based high radix multipliers demonstrated better performance than other published results.
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4,306
525
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Design and Development of Millimeter-Wave Micromachined Patch Antennas
Preeti Sharma, Shiban K Koul
January-February 2009, 55(1):40-50
DOI
:10.4103/0377-2063.51326
In this paper, we report design, development and fabrication of high-performance Ka-band micromachined patch antennas using monolithic microwave integrated circuit (MMIC)-compatible process technology. The main emphasis of this paper is to use radio frequency (RF) sputtering as the potential metal-dielectric film deposition process for rapid prototyping of many antenna structures in the absence of access to a well-established MEMS foundry. The fabricated antennas exhibited 4%-5% of impedance bandwidth, which is much wider than the one fabricated on bulk high-index substrates.
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4,044
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1
Performance Evaluation of Three Different Configurations of DSTATCOM with Nonlinear Loads
Alka Singh
November-December 2010, 56(6):313-326
DOI
:10.4103/0377-2063.76196
This paper deals with three different configurations of Distribution Static Synchronous Compensator (DSTATCOM) for distribution system. Detailed analysis, modeling, design and control are discussed for each configuration of DSTATCOM. MATLAB based models are developed for improving power factor/voltage regulation and neutral current compensation. Results show a marked reduction in total harmonic distortion (THD) of supply current levels when applied to nonlinear loads. Dynamics of systems are reported with sudden load addition or removal and performance of system is demonstrated in detail.
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4,232
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Effect of Lossy Dielectric Overlays on the Read-Range of UHF RFID Tags
Chetan Verma, Mahesh P Abegaonkar, Ananjan Basu, Shiban K Koul
March-April 2009, 55(2):68-72
DOI
:10.4103/0377-2063.53237
The effect of a lossy overlay on the read-range of UHF RFID tags is studied. The design of the tag antenna is optimized for long read-ranges and then the effects of a lossy overlay (cover) on its properties are studied. The tags are simulated with and without the lossy overlay material. The input impedance of tag antenna, power transmission coefficient and read-range are calculated and compared for the two cases of with and without overlay. Further, optimization of tag with lossy dielectric overlay is carried out. It is observed that even with the overlay of a lossy dielectric, read-range up to 9 m can be obtained by properly matching the antenna with the RFID IC.
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3,251
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Implementation of Cascade Multilevel Inverter-based STATCOM
Jagdish Kumar, Pramod Agarwal, Biswarup Das
March-April 2010, 56(2):119-128
DOI
:10.4103/0377-2063.63089
This paper deals with the real time implementation of 11-level cascade multilevel inverter-based STATCOM using personal computer (PC) and ADD-ON cards for power system voltage control at the point of common coupling. Complete hardware and software development procedures have been explained in depth for direct as well as indirect control schemes. Experimental results are presented and it is shown that voltage control is achieved using cascade multilevel inverter based STATCOM, thus verifying the very basic purpose of STATCOM. Real time implementation using PC-based control technique has certain merits over digital signal processor based implementation, and some of these merits are high processing speed and low cost of implementation; therefore, PC-based implementation can be used in industry as well as for utility applications.
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3,512
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An improved electronic load controller for an isolated asynchronous generator feeding 3-phase 4-wire loads
Bhim Singh, Gaurav Kasal
July-August 2008, 54(4):244-254
DOI
:10.4103/0377-2063.44223
This paper deals with a voltage and frequency control of an isolated asynchronous generator feeding 3-phase 4-wire loads in constant power applications where terminal voltage, excitation capacitor, speed and generated power of the generator remain constant under all operating conditions. The proposed controller is functioning as an improved electronic load controller (IELC) to regulate the frequency and as a source of reactive power to regulate the terminal voltage. Three single-phase voltage source converters (VSCs) are connected to each phase of the generator through three single-phase transformers and there is an auxiliary load with a chopper at the self-regulated DC bus of the IELC. These VSCs along with transformers provide their function as a voltage regulator, a harmonic eliminator, a load balancer and a neutral current compensator whereas the chopper and the auxiliary load at the DC bus are used to regulate the frequency. The complete system is modelled and simulated in MATLAB along with Simulink and Power system Block set toolboxes. The simulated results are presented to demonstrate the capability of an isolated generating system driven by uncontrolled pico hydro turbine and feeding 3-phase 4-wire linear/non-linear balanced/unbalanced loads.
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3,412
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Three-level Cascaded Inverter Based D-STATCOM Using Decoupled Indirect Current Control
Resul Coteli, Erkan Deniz, Servet Tuncer, Besir Dandil
May-June 2011, 57(3):207-214
DOI
:10.4103/0377-2063.83641
In this paper, experimental setup of three-level cascaded inverter based 380V/25kVAR D-STATCOM using decoupled indirect current control method (DICC) is realized. AC and DC side of D- STATCOM is modelled in dq-axis on account of D-STATCOM's controlling. DICC is used for control of D-STATCOM's dq-axis currents independently. Gate pulses for inverter are generated with multilevel sinusoidal pulse width modulation (SPWM) technique. In this study, controller card used for signal processing is dSPACEs DS1103. The control algorithm is prepared by the help of MATLAB/Simulink
®
software. This algorithm is converted to C language by using Matlab/Real-Time Workshop and downloaded to DS1103's program memory by dSPACE/Real-Time Interface. Implemented experimental setup is tested by changing reference reactive current (i
qref
) +20A to -20A and obtained results from this test are given.
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3,536
398
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An autotransformer-based 36-pulse controlled AC-DC converter
Bhim Singh, Sanjay Gairola
July-August 2008, 54(4):255-263
DOI
:10.4103/0377-2063.44229
This paper proposes a non-isolated 36-pulse controlled AC-DC converter for medium power rating drives. It involves pulse multiplication in a 12-pulse AC-DC converter. The approach employs a polygon autotransformer arrangement, which results in a near equal leakage reactance in series with each thyristor bridge. The volt-ampere rating of the autotransformer is observed to be small and the converter meets IEEE-519 standard power-quality requirements over a wide range of firing angle.
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[CITATIONS]
3,112
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1
Automatic Test Case Generation for UML Collaboration Diagrams
M Prasanna, KR Chandran, K Thiruvenkadam
January-February 2011, 57(1):77-81
DOI
:10.4103/0377-2063.78373
A new model-based automatic test case generation for object-oriented systems using UML diagrams has been presented. Real-time application is expressed in the form of Collaboration diagram constructed using Rational Rose software. Collaboration diagram is converted into an intermediate graph form. Prim's and Dijkstra's algorithms has been applied to bring all the possible test cases from the graph. Illustrative case study has been presented in order to establish the effectiveness of our approach coupled with mutation analysis.
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3,241
351
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Fault classification for rolling element bearing in electric machines
Sulochana Wadhwani, SP Gupta, Vinod Kumar
July-August 2008, 54(4):264-275
DOI
:10.4103/0377-2063.44230
Machines never break down by chance. Their operating condition gradually deteriorates and this gradual quantitative deterioration transforms into a failure, manifesting a qualitative change. When a fault takes place, some of the machine parameters are subjected to change. The change in the machine parameter depends on the degree of faults and the interaction with other parameters. In most cases, more than one parameter is subjected to change under abnormal conditions. If these machine parameters can be measured, they give information relating to a developing fault and then maintenance can be planned for the next available shutdown. Therefore, condition monitoring requires measurement to be taken from the machine on a continuous basis and is used to indicate the current working condition of that machine. There are a number of parameters that can be considered for monitoring the machine. For induction machines, monitoring parameters are terminal voltages, line currents, stack temperature of stator, rotor speed, torque, stator frame vibration, bearing vibrations, etc.
[1],[2],[3],[4]
This paper discusses the results of the laboratory investigations carried out on 10-hp cage induction motors to identify the machine health by monitoring. A data acquisition system, capable of recording vibration, line currents and line voltages, is designed and fabricated. The signals are sampled at a suitable sampling frequency using an add-on card and are saved in a computer for future use. The vibration signals are measured at a load end bearing of the test motor. The recorded vibration signals are then pre-processed both in time and frequency domain to extract the important features that contain the maximum fault information. The selected features are analysed for their class separation capability using the Fisher criterion. These features are then used as an input to the fault classifier. The fault classifier used in this study is the multi-layered perception trained with a back propagation algorithm. Two networks are trained independently, one with time domain parameters, module-TD, and the other with frequency domain parameters, module-FD. It is found that module-TD gives its best performance for incipient fault detection (100%); however, for medium degree fault, it gives an 85% efficiency. The frequency parameter-based module gives a better performance for both the cases (98 and 95% respectively). However, a combination of the two can be used to enhance the decision ability of the system.
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2,900
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Comparative Analysis of the Techniques for Estimation of GPS DOP over Indian Region
Quddusa Sultana, Dhiraj Sunehra, AD Sarma, PVD Somasekhar Rao
January-February 2009, 55(1):28-34
DOI
:10.4103/0377-2063.51324
Estimation of Dilution of Precision (DOP) plays an important role in aviation, terrestrial and marine navigation applications. In this paper results due to four techniques to estimate DOP namely, Kihara's method, 'all-in-view' SVs, 'best-5' SVs and 'best-4' SVs are investigated. Experiments are performed using Novatel (DL-4plus) GPS receiver and the collected data is used for the analysis. Bancroft algorithm is used to find preliminary position of the receiver. Using this position of the receiver and satellite coordinates, DOP is estimated. Comparative analysis of the specified techniques is performed. For most of the time, DOP values due to 'all-in-view' SVs are found as the best.
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2,995
451
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Implementation of Space Vector Based Hysteresis Current Control for a Three-Phase High Power Factor Converter
Abdul Hamid Bhat, D Amarnath Reddy, Pramod Agarwal
September-October 2008, 54(5):337-345
DOI
:10.4103/0377-2063.48533
In this paper, an implementation of a space vector modulation (SVM) based hysteresis current controller (HCC) for the control of a three-phase high power factor rectifier is proposed. The SVM-based HCC scheme is designed, simulated and implemented. The technique combines the best features of the SVM and HCC techniques. The controller determines a set of state space vectors from a region detector and then applies a space vector selected according to HCC. A set of space vectors in a region, including the zero space vector for a reduced number of switchings, is determined from the output signals of three comparators with a hysteresis band a little larger than that of the main HCC. A simple experimental implementation is proposed and the simulation and experimental results of the SVM-based HCC are discussed in the paper.
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2,920
472
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Analysis of Magnetic Flux Leakage Signals of Instrumented Pipeline Inspection Gauge Using Finite Element Method
Rajesh T Keshwani
March-April 2009, 55(2):73-82
DOI
:10.4103/0377-2063.53238
Computational electromagnetics is used to study, design and optimize electromagnetic instruments. This paper introduces function of a magnetic instrument, namely, instrumented pipeline inspection gauge (IPIG), and various computational methods useful for its analysis. Usage of FEMLAB for detailed understanding of magnetic flux leakage (MFL) phenomenon both in 2D and 3D finite element analysis (FEA) is explained. It finally presents a method to perform an important step of defect characterization for IPIG by building large database using FEA tool.
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3,046
340
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