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Fault Detection and Diagnosis System for a Three-Phase Inverter Using a DWT-Based Artificial Neural Network

  • Rohan, Ali;Kim, Sung Ho
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.16 no.4
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    • pp.238-245
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    • 2016
  • Inverters are considered the basic building blocks of industrial electrical drive systems that are widely used for various applications; however, the failure of electronic switches mainly affects the constancy of these inverters. For safe and reliable operation of an electrical drive system, faults in power electronic switches must be detected by an efficient system that is capable of identifying the type of faults. In this paper, an open switch fault identification technique for a three-phase inverter is presented. Single, double, and triple switching faults can be diagnosed using this method. The detection mechanism is based on stator current analysis. Discrete wavelet transform (DWT) using Daubechies is performed on the Clarke transformed (-) stator current and features are extracted from the wavelets. An artificial neural network is then used for the detection and identification of faults. To prove the feasibility of this method, a Simulink model of the DWT-based feature extraction scheme using a neural network for the proposed fault detection system in a three-phase inverter with an induction motor is briefly discussed with simulation results. The simulation results show that the designed system can detect faults quite efficiently, with the ability to differentiate between single and multiple switching faults.

Efficient Resource Allocation Scheme for Improving the Throughput in the PB/MC-CDMA System (PB/MC-CDMA 시스템에서 처리량 향상을 위한 효율적인 자원 할당 기법)

  • Lee, Kyujin;Seo, HyoDuck;Han, DooHee
    • Journal of Convergence Society for SMB
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    • v.4 no.1
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    • pp.1-6
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    • 2014
  • PB/MC-CDMA is an efficient system which divides the whole frequency band into several blocks, unlike a conventional MC-CDMA system. We propose an efficient resource allocation scheme in Multi-Block PB/MC-CDMA (Partial Block Multi-Carrier Code Division Multiple Access). This system aims to improve frequency efficiency and maximize the total throughput while satisfying predefined threshold over various channel conditions. Through computer simulations, we confirm that the performance of the proposed system is more effective in terms of throughput.

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Interactive System of Computational Grid Generation for Aerodynamic Design of Axial Flow Compressors (축류압축기의 공력설계를 위한 대화형 계산격자점 생성 프로그램 개발)

  • Chung, Hee-Taeg
    • The KSFM Journal of Fluid Machinery
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    • v.1 no.1 s.1
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    • pp.7-16
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    • 1998
  • An interactive mode of grid generation system has been developed for a Navier-Stokes design procedure of axial flow compressors. The present grid generator adopts the multiblock H-grid structure, which simplifies the creation of computational grids about complex turbomachinery geometries and facilitate the manipulation of multiple grid blocks for multirow flow fields. The numerical algorithm adopts the combination of the algebraic and elliptic method to create the internal grids efficiently and quickly. The system consists of four separated modules, which are linked together with a common graphical user interface. The system input is made of the results of the preliminary design. The final grids generated from each module of the system are used as the preprocessor for the performance prediction of the two-or three-dimensional flow simulation inside the blade passage. Application to the blade design of the LP compressor was demonstrated to be very reliable and practical in support of design activities. This customized system are coupled strongly with the design procedure of the turbomachinery cascades using the Navier-Stokes technique.

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Evaluation of a Self-Adaptive Voltage Control Scheme for Low-Power FPGAs

  • Ishihara, Shota;Xia, Zhengfan;Hariyama, Masanori;Kameyama, Michitaka
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.10 no.3
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    • pp.165-175
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    • 2010
  • This paper presents a fine-grain supply-voltage-control scheme for low-power FPGAs. The proposed supply-voltage-control scheme detects the critical path in real time with small overheads by exploiting features of asynchronous architectures. In an FPGA based on the proposed supply-voltage-control scheme, logic blocks on the sub-critical path are autonomously switched to a lower supply voltage to reduce the power consumption without system performance degradation. Moreover, in order to reduce the overheads of level shifters used at the power domain interface, a look-up-table without level shifters is employed. Because of the small overheads of the proposed supply-voltage-control scheme and the power domain interface, the granularity size of the power domain in the proposed FPGA is as fine as a single four-input logic block. The proposed FPGA is fabricated using the e-Shuttle 65 nm CMOS process. Correct operation of the proposed FPGA on the test chip is confirmed.

Characterization of Single Nucleotide Polymorphisms in 55 Disease-Associated Genes in a Korean Population

  • Lee, Seung-Ku;Kim, Hyoun-Geun;Kang, Jason-J.;Oh, Won-Il;Oh, Berm-Seok;Kwack, Kyu-Bum
    • Genomics & Informatics
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    • v.5 no.4
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    • pp.152-160
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    • 2007
  • Most common diseases are caused by multiple genetic and environmental factors. Among the genetic factors, single nucleotide polymorphisms (SNPs) are common DNA sequence variations in individuals and can serve as important genetic markers. Recently, investigations of gene-based and whole genome-based SNPs have been applied to association studies for marker discovery. However, SNPs are so population-specific that the association needs to be verified. Fifty-five genes and 384 SNPs were selected based on association with disease. Genotypes of 337 SNPs in candidate genes were determined using Illumina Sentrix Array Matrix (SAM) chips by an allele-specific extension method in 364 unrelated Korean individuals. Allelic frequencies of SNPs were compared with those of other populations obtained from the International HapMap database. Minor allele frequencies, linkage disequilibrium blocks, tagSNPs, and haplotypes of functional candidate SNPs in 55 genetic disease-associated genes were provided. Our data may provide useful information for the selection of genetic markers for gene-based genetic disease-association studies of the Korean population.

Design and Evaluation of a Dynamic Disk Striping and a Group-Alternation Round-Robin Data Placement Method for Video-on-Demand Serves (주무형 비디오 서버를 위한 동적 디스크 스트라이핑과 그룹교대 라운드로빈 데이터 배치 방법의 설계 및 평가)

  • 배인한;이재경
    • Journal of Korea Multimedia Society
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    • v.2 no.1
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    • pp.22-29
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    • 1999
  • In video-on-demand systems, movies are striped across the disks of the array in a video server to support multiple access. The blocks of the movies have to be placed carefully on the disks of the array in a video server in order to avoid load imbalance across these disks as well as to achieve maximum utilization of both space and bandwidth of these disks. This paper proposes a movie placement method called the GARR (group-alternation round-robin) that is based on the dynamic disk striping method considering the popularity of movie. The GARR uses group-alternation as movie selection policy and round-robin as data placement policy, where group-alternation allocates popular movie and unpopular movie groups to disks alternately. The performance of the GARR is evaluated by simulations.

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A Study on the Automatic Irrigation Control System in the Vinyl-House Cultivation Utilizing Microcomputer (마이크로컴퓨터를 이용한 시설원예작물 재배의 관개자동화에 관한 연구)

  • Kim, C.S.;Kim, J.H.;Chung, S.W.
    • Journal of Biosystems Engineering
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    • v.14 no.2
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    • pp.128-136
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    • 1989
  • The purpose of this study was to develop a computer operated automatic drip irrigation system for application in vinyl-house cultivation. The results can be summarized as follows: 1) The T-type ice compensation wire was used to measure the temperature. The voltage level measured up to 0.02 volt was used as input to an 8-bit A/D converter. 2) A specially devised tensiometer was used to content the watering system. When the needle of the pressure gauge reaches the lower threshold position it turns on the pumping system and turns off when it reaches higher threshold position. 3) In order to use the multiple gypsum blocks for one transducer, reed relays and a D/O board were used to make the sequential switching possible. 4) It was possible to automate the trickle irrigation system for the whole growth period of vinyl-house crops with the help of microcomputer. 5) In terms of furrow irrigation, the irrigation water consumption was the smallest, 2.8 times less than conventional method of surface trickle irrigation, 3.4 times less than subsurface trickle irrigation method. 6) In terms of productivity of cucumber, there was a drop in productivity when compared to furrow irrigation method, 7.2% for surface trickle irrigation, 27.4% for subsurface irrigation method.

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Numerical Simulation of Airframe Separation of a Missile System Using an Unstructured Overset Mesh Technique (비정렬 중첩격자기법을 이용한 유도무기의 기체분리운동 모사)

  • Jeong, Mun-Seung;Lee, Sang-Uk;Gwon, O-Jun;Heo, Gi-Hun;Byeon, U-Sik
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.34 no.5
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    • pp.19-29
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    • 2006
  • In this study, numerical simulation of airframes separating from a missile system has been preformed. For the time-accurate trajectory simulation, six D.O.F equations of motion of multiply connected bodies were derived and these equations have been coupled with the unstructured overset mesh technique for the treatment of independent mesh blocks moving with each body component. Applications were made for the simulation of the airframe separation at missile angles of attack of 0 and 5 degrees. It was demonstrated that the present method is efficient and robust for the prediction of unsteady time-accurate flow fields involving multiple bodies in relative motion.

Design Transformation for the Optimization of Pipelined Systems (파이프라인 시스템의 최적화를 위한 설계변환)

  • 권성훈;김충희;신현철
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.36C no.3
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    • pp.1-7
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    • 1999
  • In this research, transformation-based optimization techniques for pipelined designs have been developed. The transformation-based optimization techniques include pipelined architecture transformations and retiming transformations. The new transformation method has the following three features. First, the overall performance of a pipelined system is optimized owing to various transformations including retiming of multiple pipelined blocks. Second, these techniques can be used to search a large solution space by allowing efficient exploration of trade-offs between area and performance. Third, these techniques can be easily extended to a new transformation or algorithm and can be used to optimize memory or bus architectures. Experimental results illustrate that these transformation-based optimization techniques improve area by 21% and performance by 17% on the average for a set of pipelined designs. Especially, the techniques are useful to efficiently explore a large design space.

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A Case of Successful Management of Lung Cancer Pain Using Ultrahigh-dose Fentanyl Patch

  • Kim, Soo-Ok;Kim, Min-Jee;Kwon, Yong-Soo;Lim, Sung-Chul;Ban, Hee-Jung;Oh, In-Jae;Kim, Kyu-Sik;Kim, Young-Chul
    • Tuberculosis and Respiratory Diseases
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    • v.68 no.5
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    • pp.286-289
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    • 2010
  • A 55-year old woman with advanced stage non-small cell lung cancer was admitted to hospital for the management of severe chest pain, which measured 7 out of 10 on a numerical rating scale (NRS). Despite palliative radiation and the application of multiple epidural blocks, she continued to experience severe cancer pain. We gradually increased the dose of transdermal fentanyl patches from $500{\mu}g/hr$ to $3,650{\mu}g/hr$, for 3 months without any significant side effects. Concomitantly, adjuvant therapy with antidepressants and anticonvulsants were added, decreasing the patient's pain to NRS 3~4 down from 7. After being transferred to a hospice clinic, her chest pain was well-controlled below NRS 4 by means of strong opioid medications, including the highest dose of transdermal fentanyl $4,050{\mu}g/hr$ for more than 16 months.