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A Study on Multi Fault Detection for Turbo Shaft Engine Components of UAV Using Neural Network Algorithms

  • Kong, Chang-Duk;Ki, Ja-Young;Kho, Seong-Hee;Lee, Chang-Ho
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2008.03a
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    • pp.187-194
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    • 2008
  • Because the types and severities of most engine faults are various and complex, it is not easy that the conventional model based fault detection approach like the GPA(Gas Path Analysis) method can monitor all engine fault conditions. Therefore this study proposed newly a diagnostic algorithm for isolating and diagnosing effectively the faulted components of the smart UAV propulsion system, which has been developed by KARI(Korea Aerospace Research Institute), using the fuzzy logic and the neural network algorithms. A precise performance model should be needed to perform the model-based diagnostics. The based engine performance model was developed using SIMULINK. For the work and mass flow matching between components of the steady-state simulation, the state-flow library was applied. The proposed steady-state performance model can simulate off-design point performance at various flight conditions and part loads, and in order to evaluate the steady-state performance model their simulation results were compared with manufacturer's performance deck data. According to comparison results, it was confirm that the steady-state model well agreed with the deck data within 3% in all flight envelop. The diagnosis procedure of the proposed diagnostic system has the following steps. Firstly after obtaining database of fault patterns through performance simulation, then secondly the diagnostic system was trained by the FFBP networks. Thirdly after analyzing the trend of the measuring parameters due to fault patterns, then fourthly faulted components were isolated using the fuzzy logic. Finally magnitudes of the detected faults were obtained by the trained neural networks. Because the detected faults have almost same as degradation values of the implanted fault pattern, it was confirmed that the proposed diagnostic system can detect well the engine faults.

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Review Study on the Measurement Tools of Scoliosis: Mainly on Non-radiological Methods (척추측만증 평가 척도에 관한 문헌 고찰: 비방사선 방법을 중심으로)

  • Kim, Dong-Joo;Choi, Seong-Kyeong;Jo, Hyo-Rim;Ha, Yu-bin;Choi, Sung-Hwan;Park, Seo-Hyun;Lee, Seung Deok;Keum, Dong-Ho;Sung, Won-Suk;Kim, Eun-Jung
    • The Journal of Korean Medicine
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    • v.42 no.1
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    • pp.75-98
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    • 2021
  • Objectives: The purpose of this study is to investigate the characteristics, validity, and reliability of non-radiological assessment tools of scoliosis that have been studied so far. Methods: Electronic databases including Pubmed, Cochrane Library, CNKI, Science On, RISS, OASIS were searched by keywords including 'scoliosis assessment', 'scoliosis screening', 'physical examination', 'functional measurement', 'photography', and 'smartphone'. Results: 32 articles using radiation-free assessments were identified from 1,011 records. The mostly used non-radiological methods were Surface topography, Scoliometer, Ultrasound, Digital Infrared Thermal Imaging, and Photography. The other methods were Gait analysis, 3D depth sensor imaging, and Low intensity electromagnetic scan. Conclusions: It was found that non-radiological assessment tools might reduce the number of radiographs taken in scoliosis patients. To increase the reliability and validity, further research on the measurement tools of scoliosis will be needed.

Effectiveness of worksite-based dietary interventions on employees' obesity: a systematic review and meta-analysis

  • Park, Seong-Hi;Kim, So-Young
    • Nutrition Research and Practice
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    • v.13 no.5
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    • pp.399-409
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    • 2019
  • BACKGROUND/OBJECTIVES: This study was designed to provide scientific evidence on the effectiveness of worksite-based dietary intervention to reduce obesity among overweight/obese employees. MATERIALS/METHODS: Electronic search was performed using Ovid Medline, Embase, Cochrane Library, and CINAHL databases. The keywords used were "obesity," "nutrition therapy," and "worksite." The internal validity of the randomized controlled trials (RCTs) was assessed using the Cochrane's Risk of Bias. Meta-analysis of selected studies was performed using Review Manager 5.3. RESULTS: A total of seven RCTs with 2,854 participants were identified. The effectiveness of dietary interventions was analyzed in terms of changes in weight, body mass index (BMI), total cholesterol, and blood pressure. The results showed that weight decreased with weighted mean difference (WMD) of -4.37 (95% confidence interval (CI): -6.54 to -2.20), but the effectiveness was statistically significant only in short-term programs < 6 months (P = 0.001). BMI also decreased with WMD of -1.26 (95% CI: -1.98 to -0.55), but the effectiveness was statistically significant only in short-term programs < 6 months (P = 0.001). Total cholesterol decreased with WMD of -5.57 (95% CI: -9.07 to -2.07) mg/dL, demonstrating significant effectiveness (P = 0.002). Both systolic (WMD: -4.90 mmHg) and diastolic (WMD: -2.88 mmHg) blood pressure decreased, demonstrating effectiveness, but with no statistical significance. CONCLUSIONS: The worksite-based dietary interventions for overweight/obese employees showed modest short-term effects. These interventions can be considered successful because weight loss was below approximately 5-10 kg of the initial body weight, which is the threshold for the management of obesity recommended by the Scottish Intercollegiate Guideline Network (SIGN).

The TANDEM Euratom project: Context, objectives and workplan

  • C. Vaglio-Gaudard;M.T. Dominguez Bautista;M. Frignani;M. Futterer;A. Goicea;E. Hanus;T. Hollands;C. Lombardo;S. Lorenzi;J. Miss;G. Pavel;A. Pucciarelli;M. Ricotti;A. Ruby;C. Schneidesch;S. Sholomitsky;G. Simonini;V. Tulkki;K. Varri;L. Zezula;N. Wessberg
    • Nuclear Engineering and Technology
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    • v.56 no.3
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    • pp.993-1001
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    • 2024
  • The TANDEM project is a European initiative funded under the EURATOM program. The project started on September 2022 and has a duration of 36 months. TANDEM stands for Small Modular ReacTor for a European sAfe aNd Decarbonized Energy Mix. Small Modular Reactors (SMRs) can be hybridized with other energy sources, storage systems and energy conversion applications to provide electricity, heat and hydrogen. Hybrid energy systems have the potential to strongly contribute to the energy decarbonization targeting carbon-neutrality in Europe by 2050. However, the integration of nuclear reactors, particularly SMRs, in hybrid energy systems, is a new R&D topic to be investigated. In this context, the TANDEM project aims to develop assessments and tools to facilitate the safe and efficient integration of SMRs into low-carbon hybrid energy systems. An open-source "TANDEM" model library of hybrid system components will be developed in Modelica language which, by coupling, will extend the capabilities of existing tools implemented in the project. The project proposes to specifically address the safety issues of SMRs related to their integration into hybrid energy systems, involving specific interactions between SMRs and the rest of the hybrid systems; new initiating events may have to be considered in the safety approach. TANDEM will study two hybrid systems covering the main trends of the European energy policy and market evolution at 2035's horizon: a district heating network and power supply in a large urban area, and an energy hub serving energy conversion systems, including hydrogen production; the energy hub is inspired from a harbor-like infrastructure. TANDEM will provide assessments on SMR safety, hybrid system operationality and techno-economics. Societal considerations will also be encased by analyzing European citizen engagement in SMR technology safety.

Molecular Modification of Perilla Lipid Composition

  • Hwang, Young-Soo;Kim, Kyung-Hwan;Hwang, Seon-Kap;Lee, Sun-Hwa;Lee, Seong-Kon;Kim, Jung-Bong;Park, Sang-Bong;Tom Okita;Kim, Donghern
    • Journal of Plant Biotechnology
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    • v.1 no.1
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    • pp.20-30
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    • 1999
  • In order to modify lipid production of Perilla qualitatively as well as quantitatively by genetic engineering, genes involved in carbon metabolism were isolated and characterized. These include acyl-ACP thioesterases from Perilla frutescens and Iris sp., four different $\beta$-ketoacyl- ACP synthases from Perilla frutescens, and two $\Delta$15 a-cyl-ACP desaturases(Pffad7, pffad3). Δ15 acyl-ACP desa turase (Δ15-DES) is responsible for the conversion of linoleic acid (18:2) to $\alpha$-linolenic acid (ALA, 18:3). pffad 3 encodes Δ15 acyl-desaturase which is localized in ER membrane. On the other hand, Pffad7 encodes a 50 kD plastid protein (438 residues), which showed highest sequence similarity to Sesamum indicum fad7 protein. Northern blot analysis revealed that the Pffad7 is highly expressed in leaves but not in roots and seeds. And Pffad3 is expressed throughout the seed developmental stage except very early and fully mature stage. We constructed Pffad7 gene under 355 promoter and Pffad3 gene under seed specific vicillin promoter. Using Pffad7 construct, Perilla, an oil seed crop in Korea, was transformed by Agrobacterium leaf disc method. $\alpha$-linolenic acid contents increased in leaves but decreased in seeds of transgenic Perilla. Currently, we are transforming Perilla with Pffad3 construct to change Perilla seed oil composition. We isolated three ADP-glucose pyrophosphorylase (AGP) genes from Perilla immature seed specific cDNA library. Nucleotide sequence analysis showed that two of three AGP (Psagpl, Psagp2) genes encode AGP small subunit polypeptides and the remaining (Plagp) encodes an AGP large subunit. PSAGPs, AGP small subunit peptide, form active heterotetramers with potato AGP large subunit in E. coli expressing plant AGP genes.

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A Study on the VLSI Design of Efficient Color Interpolation Technique Using Spatial Correlation for CCD/CMOS Image Sensor (화소 간 상관관계를 이용한 CCD/CMOS 이미지 센서용 색 보간 기법 및 VLSI 설계에 관한 연구)

  • Lee, Won-Jae;Lee, Seong-Joo;Kim, Jae-Seok
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.43 no.11 s.353
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    • pp.26-36
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    • 2006
  • In this paper, we propose a cost-effective color filter may (CFA) demosaicing method for digital still cameras in which a single CCD or CMOS image sensor is used. Since a CFA is adopted, we must interpolate missing color values in the red, green and blue channels at each pixel location. While most state-of-the-art algorithms invest a great deal of computational effort in the enhancement of the reconstructed image to overcome the color artifacts, we focus on eliminating the color artifacts with low computational complexity. Using spatial correlation of the adjacent pixels, the edge-directional information of the neighbor pixels is used for determining the edge direction of the current pixel. We apply our method to the state-of-the-art algorithms which use edge-directed methods to interpolate the missing color channels. The experiment results show that the proposed method enhances the demosaiced image qualify from $0.09{\sim}0.47dB$ in PSNR depending on the basis algorithm by removing most of the color artifacts. The proposed method was implemented and verified successfully using verilog HDL and FPGA. It was synthesized to gate-level circuits using 0.25um CMOS standard cell library. The total logic gate count is 12K, and five line memories are used.

Chinese Patients with Gastric Cancer Need Targeted Adjuvant Chemotherapy Schemes

  • Shi, Wen-Tao;Wei, Lei;Xiang, Jin;Su, Ke;Ding, Qiong;Tang, Meng-Jie;Li, Ji-Qiang;Guo, Yi;Wang, Pu;Zhang, Jing-Wei
    • Asian Pacific Journal of Cancer Prevention
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    • v.13 no.10
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    • pp.5263-5272
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    • 2012
  • Background: Gastric cancer (GC) is one of the most common cancers in China. Adjuvant chemotherapy (AC) is a routine auxiliary treatment for GC recommended by the guidelines issued in 2011 by the Ministry of Health of the People's Republic of China, but the relevant credible consequences in China have been insufficient because of China's late start and ethical concerns. Methods: A series of databases, including Cochrane Library, MEDLINE, EMBASE, the Chinese database of the National Knowledge Infrastructure and the VIP database, were searched by 2 reviewers independently for studies investigating AC for GC through March 2012. The retrieved literature was screened according to the eligibility criteria. Results: A total of 35 randomized control trials (RCTs) were subjected to the final analysis, including 4,043 patients in treatment group and 3,884 in the control group, as well as 4 clinical-control trials (CCTs), which accessed the final analysis with 238 and 252 patients, respectively. AC reduced the risk of death as a protective treatment with statistical significance (HR=0.91, 95%CI: [0.85, 0.97], P=0.002), and it seemed more effective for Asian than non-Asian patients. The effects of AC were not influenced by the starting time (P>0.05). D2 lymphadenectomy-based chemotherapy was effective (HR=0.89, 95%CI: [0.80, 0.99], P=0.04). Oral S-1 40 mg/m2 after D2 lymphadenectomy might be a better choice for Asians with advanced GC and might result in a greater reduction of adverse events than in non-Asian patients. GRADE quality assessment determined that the strength of the evidence from foreign studies from Europe, the United States and Asian countries other than China was high, while it was moderate for Chinese studies. Conclusion: AC was effective or even curative in Chinese patients in general, although it is still necessary to optimize a targeted AC scheme for Chinese patients with GC.

KBTBD7, a novel human BTB-kelch protein, activates transcriptional activities of SRE and AP-1

  • Hu, Junjian;Yuan, Wuzhou;Tang, Ming;Wang, Yuequn;Fan, Xiongwei;Mo, Xiaoyang;Li, Yongqing;Ying, Zaochu;Wan, Yongqi;Ocorr, Karen;Bodmer, Rolf;Deng, Yun;Wu, Xiushan
    • BMB Reports
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    • v.43 no.1
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    • pp.17-22
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    • 2010
  • In this study, a novel member of BTB-kelch proteins, named KBTBD7, was cloned from a human embryonic heart cDNA library. The cDNA of KBTBD7 is 3,008 bp long and encodes a protein product of 684 amino acids (77.2 kD). This protein is highly conserved in evolution across different species. Western blot analysis indicates that a 77 kD protein specific for KBTBD7 is wildly expressed in all embryonic tissues examined. In COS-7 cells, KBTBD7 proteins are localized to the cytoplasm. KBTBD7 is a transcription activator when fused to GAL4 DNA-binding domain. Deletion analysis indicates that the BTB domain and kelch repeat motif are main regions for transcriptional activation. Overexpression of KBTBD7 in MCF-7 cells activates the transcriptional activities of activator protein-1 (AP-1) and serum response element (SRE), which can be relieved by siRNA. These results suggest that KBTBD7 proteins may act as a new transcriptional activator in mitogen-activated protein kinase (MAPK) signaling.

System Development and IC Implementation of High-quality and High-performance Image Downscaler Using 2-D Phase-correction Digital Filters (2차원 위상 교정 디지털 필터를 이용한 고성능/고화질의 영상 축소기 시스템 개발 및 IC 구현)

  • 강봉순;이영호;이봉근
    • Journal of the Institute of Convergence Signal Processing
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    • v.2 no.3
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    • pp.93-101
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    • 2001
  • In this paper, we propose an image downscaler used in multimedia video applications, such as DTV, TV-PIP, PC-video, camcorder, videophone and so on. The proposed image downscaler provides a scaled image of high-quality and high-performance. This paper will explain the scaling theory using two-dimensional digital filters. It is the method that removes an aliasing noise and decreases the hardware complexity, compared with Pixel-drop and Upsamling. Also, this paper will prove it improves scaling precisians and decreases the loss of data, compared with the Scaler32, the Bt829 of Brooktree, and the SAA7114H of Philips. The proposed downscaler consists of the following four blocks: line memory, vertical scaler, horizontal scaler, and FIFO memory. In order to reduce the hardware complexity, the using digital filters are implemented by the multiplexer-adder type scheme and their all the coefficients can be simply implemented by using shifters and adders. It also decreases the loss of high frequency data because it provides the wider BW of 6MHz as adding the compensation filter. The proposed downscaler is modeled by using the Verilog-HDL and the model is verified by using the Cadence simulator. After the verification is done, the model is synthesized into gates by using the Synopsys. The synthesized downscaler is Placed and routed by the Mentor with the IDEC-C632 0.65${\mu}{\textrm}{m}$ library for further IC implementation. The IC master is fixed in size by 4,500${\mu}{\textrm}{m}$$\times$4,500${\mu}{\textrm}{m}$. The active layout size of the proposed downscaler is 2,528${\mu}{\textrm}{m}$$\times$3,237${\mu}{\textrm}{m}$.

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Analysis and cloning of cAMP receptor protein(CRp) gene in Serratia marcescens (Serratia marcescens에서 cAMP receptor protein(CRP) 유전자의 클로닝 해석)

  • Yoo, Ju-soon;Kim, Hae-Sun;Moon, Jong-Hwan;Chung, Soo-Yeol;Choi, Yong-Lark
    • Journal of Life Science
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    • v.8 no.3
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    • pp.263-271
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    • 1998
  • One of the better-characterized transcription factor of E. coli is the cAMP receptor protein(CRP) and the CRP binds cAMP and DNA. The cAMP-CRP complex is involved in regulation of many genes at bacteria. The cAMP-CRP regulatory element represents, in some respects, a global regulatory network. The aim of this work was to study the structure and the mechanisms controlling the expression of CRP in Serratia marcescens. We have been get 5 different clones from Serratia which stimulated the cells to use maltose as a sole carbon source in E. coli TP2139. The crp gene clone, pCKB12, was confirmed by Southern hybridization with E. coli crp gene. The location of the crp gene was determined by construction subclones carrying various portions of pCKB12. To investigate the potential role of CRP in E. coli, lacZ fused plasmids were constructed and investigated the ${\beta}$-galactosidase activity of the fused plasmid. The Serratiamarcescens cAMP receptor protein can substitute the E. coli CRP in transcriptional activation at the lacZ gene. These results suggest that Serratia marcescens cAMP receptor protein complex functions to regulate several promoters in E. coli.

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