• 제목/요약/키워드: Real-time detection and diagnosis

검색결과 208건 처리시간 0.025초

가스·수소 시설의 스마트 이상감지 및 진단 시스템 기술동향 (Technology Trends of Smart Abnormal Detection and Diagnosis System for Gas and Hydrogen Facilities)

  • 박명남;김병권;홍기훈;신동일
    • 한국가스학회지
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    • 제26권4호
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    • pp.41-57
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    • 2022
  • 기후변화 대응에 따른 전세계적인 탄소중립 이행에 대한 요구는 수출주도형 경제구조와 온실가스 수출국가로 분류되어 있는 우리나라를 비롯한 일부 국가들에게 탄소 무역장벽 대응방안을 마련해야 하는 상황에 놓여있다. 따라서, 탄소중립 이행 모델의 적용을 위해 예측 가능한 방법 중에 하나인 디지털 전환을 앞당겨 도입해야 한다. 주요산업 중 하나인, 첨단제조산업에서 쓰이는 산업용 가스 제조시설과 친환경 에너지로 부각되고 있는 수소 가스시설에 디지털 기술을 적용하여, 이상감지 및 진단 서비스를 클라우드 기반의 조업지식이 포함된 예측진단 모니터링 기술 동향을 소개한다. 단순히 실시간 설비 상태를 모니터링하는 것이 아닌, 최적화와 증강현실 기술, 그리고 IoT 와 AI 지식 추론 등을 통해 이상진단 예측 모니터링의 구축 방향을 확인하고, 탄소중립 이행의 사각지대에 놓여 있는, 중소·중견 기업의 경제성과 효율성이 부합되는, 엔지니어링 도메인의 합의된 지식과 예측진단 모니터링 등의 기술 보급 가능함을 살펴 볼 수 있다. 최고 수준의 ICT 기술을 바탕으로 탄소배출 무역장벽에 따른 대응 방안을 모색하는 하나의 방안으로 활용되길 바라며, 해당 기술의 도입을 통해, 탄소중립 이행에 따른 중소·중견기업의 마중물이 될 것이다.

Development of a Rapid Detection Method for Potato virus X by Reverse Transcription Loop-Mediated Isothermal Amplification

  • Jeong, Joojin;Cho, Sang-Yun;Lee, Wang-Hyu;Lee, Kui-jae;Ju, Ho-Jong
    • The Plant Pathology Journal
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    • 제31권3호
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    • pp.219-225
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    • 2015
  • The primary step for efficient control of viral diseases is the development of simple, rapid, and sensitive virus detection. Reverse transcription loop-mediated isothermal amplification (RT-LAMP) has been used to detect viral RNA molecules because of its simplicity and high sensitivity for a number of viruses. RT-LAMP for the detection of Potato virus X (PVX) was developed and compared with conventional reverse transcription polymerase chain reaction (RT-PCR) to demonstrate its advantages over RT-PCR. RT-LAMP reactions were conducted with or without a set of loop primers since one out of six primers showed PVX specificity. Based on real-time monitoring, RT-LAMP detected PVX around 30 min, compared to 120 min for RT-PCR. By adding a fluorescent reagent during the reaction, the extra step of visualization by gel electrophoresis was not necessary. RT-LAMP was conducted using simple inexpensive instruments and a regular incubator to evaluate whether RNA could be amplified at a constant temperature instead of using an expensive thermal cycler. This study shows the potential of RT-LAMP for the diagnosis of viral diseases and PVX epidemiology because of its simplicity and rapidness compared to RT-PCR.

IoT-based low-cost prototype for online monitoring of maximum output power of domestic photovoltaic systems

  • Rouibah, Nassir;Barazane, Linda;Benghanem, Mohamed;Mellit, Adel
    • ETRI Journal
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    • 제43권3호
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    • pp.459-470
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    • 2021
  • This paper presents a low-cost prototype for monitoring online the maximum power produced by a domestic photovoltaic (PV) system using Internet of Things (IoT) technology. The most common tracking algorithms (P&O, InCond, HC, VSS InCond, and FL) were first simulated using MATLAB/Simulink and then implemented in a low-cost microcontroller (Arduino). The current, voltage, load current, load voltage, power at the maximum power point, duty cycle, module temperature, and in-plane solar irradiance are monitored. Using IoT technology, users can check in real time the change in power produced by their installation anywhere and anytime without additional effort or cost. The designed prototype is suitable for domestic PV applications, particularly at remote sites. It can also help users check online whether any abnormality has happened in their system based simply on the variation in the produced maximum power. Experimental results show that the system performs well. Moreover, the prototype is easy to implement, low in cost, saves time, and minimizes human effort. The developed monitoring system could be extended by integrating fault detection and diagnosis algorithms.

UDP-Based Active Scan for IoT Security (UAIS)

  • Jung, Hyun-Chul;Jo, Hyun-geun;Lee, Heejo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권1호
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    • pp.20-34
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    • 2021
  • Today, IoT devices are flooding, and traffic is increasing rapidly. The Internet of Things creates a variety of added value through connections between devices, while many devices are easily targeted by attackers due to security vulnerabilities. In the IoT environment, security diagnosis has problems such as having to provide different solutions for different types of devices in network situations where various types of devices are interlocked, personal leakage of security solutions themselves, and high cost, etc. To avoid such problems, a TCP-based active scan was presented. However, the TCP-based active scan has limitations that it is difficult to be applied to real-time systems due to long detection times. To complement this, this study uses UDP-based approaches. Specifically, a lightweight active scan algorithm that effectively identifies devices using UPnP protocols (SSDP, MDNS, and MBNS) that are most commonly used by manufacturers is proposed. The experimental results of this study have shown that devices can be distinguished by more than twice the true positive and recall at an average time of 1524 times faster than Nmap, which has a firm position in the field.

Molecular Differentiation of Opisthorchis viverrini and Clonorchis sinensis Eggs by Multiplex Real-Time PCR with High Resolution Melting Analysis

  • Kaewkong, Worasak;Intapan, Pewpan M.;Sanpool, Oranuch;Janwan, Penchom;Thanchomnang, Tongjit;Laummaunwai, Porntip;Lulitanond, Viraphong;Doanh, Pham Ngoc;Maleewong, Wanchai
    • Parasites, Hosts and Diseases
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    • 제51권6호
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    • pp.689-694
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    • 2013
  • Opisthorchis viverrini and Clonorchis sinensis are parasites known to be carcinogenic and causative agents of cholangiocarcinoma in Asia. The standard method for diagnosis for those parasite infections is stool examination to detect parasite eggs. However, the method has low sensitivity, and eggs of O. viverrini and C. sinensis are difficult to distinguish from each other and from those of some other trematodes. Here, we report a multiplex real-time PCR coupled with high resolution melting (HRM) analysis for the differentiation of O. viverrini and C. sinensis eggs in fecal samples. Using 2 pairs of species-specific primers, DNA sequences from a portion of the mitochondrial NADH dehydrogenase subunit 2 (nad 2) gene, were amplified to generate 209 and 165 bp products for O. viverrini and C. sinensis, respectively. The distinct characteristics of HRM patterns were analyzed, and the melting temperatures peaked at $82.4{\pm}0.09^{\circ}C$ and $85.9{\pm}0.08^{\circ}C$ for O. viverrini and C. sinensis, respectively. This technique was able to detect as few as 1 egg of O. viverrini and 2 eggs of C. sinensis in a 150 mg fecal sample, which is equivalent to 7 and 14 eggs per gram of feces, respectively. The method is species-specific, rapid, simple, and does not require fluorescent probes or post-PCR processing for discrimination of eggs of the 2 species. It offers a new tool for differentiation and detection of Asian liver fluke infections in stool specimens.

Multiplex real-time PCR을 이용한 송아지 설사병 원인 주요 병원체의 동시검출 (Simultaneous Detection of Major Pathogens Causing Bovine Diarrhea by Multiplex Real-time PCR Panel)

  • 김원일;조용일;강석진;허태영;정영훈;김남수
    • 한국임상수의학회지
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    • 제29권5호
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    • pp.377-383
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    • 2012
  • 송아지 설사병은 국내 축산산업에 큰 피해를 주는 중요한 질병이다. 다양한 감염성 원인체들이 송아지 설사병에 관련될 수가 있기 때문에 효과적인 치료를 위해서는 신속한 감별진단이 필수적이다. 따라서 소설사병 바이러스(BVDV), 소 코로나바이러스(BCoV), A형 소 로타바이러스(BRV), 살모넬라, $K99^+$ 대장균, Cryptosporidium parvum등의 6개의 주요 병원체들을 동시에 검출하는 두 개의 multiplex real-time PCR으로 구성된 PCR 패널을 개발하여 국내 농가에서 전북대학교 동물질병진단센터로 접수된 97개의 설사 분변을 검사하였다. 또한 현미경 검사법을 이용하여 97개의 분변에서 Coccidium 충란을 검사하였다. 개발된 multiplex PCR의 민감도는 BVDV, BCoV와 BRV의 경우는 0.1 $TCID_{50}$, $K99^+$ 대장균은 5 CFU, Salmonella는 0.5 CFU, Cryptosporidium는 50 oocysts로 측정되었다. 또한 multiplex PCR의 증폭효율은 병원체에 따라0.97에서 0.99였다. 국내에서 접수된97개의 분변 중 36개의 분변은 multiplex PCR에 의해 최소 하나의 병원체에 대해 양성으로 판정되었고, 6개의 샘플은 2개의 병원체에 동시에 양성반응을 보였다. 또한 1달 이상 연령의 송아지 분변48개에서는 Coccidium 충란이 발견되었다. 결과적으로, 새로이 개발된 multiplex real-time PCR은 BVDV, BCoV, BRV, $K99^+$ 대장균, Salmonella와 Cryptosporidium과 관련된 송아지 설사병을 신속하고 정확하게 진단할 수 있는 유용한 검사법이 될 수 있을 것으로 기대되며 향후 Coccidium까지 검출할 수 있는 동시 진단법이 개발될 필요가 있을 것으로 생각된다.

적외선 열화상 카메라를 이용한 탄소강관 용접부 결함검출 (Defect Detection of Carbon Steel Pipe Weld Area using Infrared Thermography Camera)

  • 권대주;정나라;김재열
    • Tribology and Lubricants
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    • 제30권2호
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    • pp.124-129
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    • 2014
  • The piping system accounts for a large portion of the machinery structure of a plant, and is considered as a very important mechanical structure for plant safety. Accordingly, it is used in most energy plants in the nuclear, gas, and heavy chemical industries. In particular, the piping system for a nuclear plant is generally complicated and uses the reactor and its cooling system. The piping equipment is exposed to diverse loads such as weight, temperature, pressure, and seismic load from pipes and fluids, and is used to transfer steam, oil, and gas. In ultrasound infrared thermography, which is an active thermography technology, a 15-100 kHz ultrasound wave is applied to the subject, and the resulting heat from the defective parts is measured using a thermography camera. Because this technique can inspect a large area simultaneously and detect defects such as cracks and delamination in real time, it is used to detect defects in the new and renewable energy, car, and aerospace industries, and recently, in piping defect detection. In this study, ultrasound infrared thermography is used to detect information for the diagnosis of nuclear equipment and structures. Test specimens are prepared with piping materials for nuclear plants, and the optimally designed ultrasound horn and ultrasound vibration system is used to determine damages on nuclear plant piping and detect defects. Additionally, the detected images are used to improve the reliability of the surface and internal defect detection for nuclear piping materials, and their field applicability and reliability is verified.

5-Aminolevulinic Acid Fluorescence in Detection of Peritoneal Metastases

  • Yonemura, Yutaka;Canbay, Emel;Ishibashi, Haruaki;Nishino, Eisei;Endou, Yoshio;Sako, Shouzou;Ogura, Shun-Ichirou
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권4호
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    • pp.2271-2275
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    • 2016
  • Background: The value of 5-aminolevulinic acid (ALA) in fluorescence detection of peritoneal metastases and the underlying mechanisms were evaluated in patients with peritoneal surface malignancies. Materials and Methods: Oral 5-ALA was administered at a concentration of 20 mg/kg body weight with 50 ml of water 2 hours prior to surgery (n=115). The diagnostic value of 5-ALA based fluorescence production was evaluated following white light inspection during prior to cytoreductive surgery and hyperthermic intraperitoneal chemotherapy. Then, peptide transporter PEPT1 (ALA influx transporter) and ATP-binding cassette transporter ABCG2 (porphyrin efflux transporter) gene expression was determined with quantitative real time (qRT)-PCR and pathological diagnoses confirmed for all tissue samples. Results: The 5-ALA based photodynamic detection rate was 17% for appendiceal mucinous neoplasms, 54% for colorectal cancers, 33% for gastric cancers, 67% for diffuse malign peritoneal mesotheliomas, and 89% for epithelial ovarian cancer of peritoneal metastases. 5-ALA was detected in all cases of peritoneal metastases originating from cholangiocarcinomas whereas it was not able to detect any in granulosa cell and gastrointestinal stromal tumor cases. Furthermore, PEPT1 was overexpressed whereas ABCG2 expression was downregulated in tumors detected with fluorescence. Conclusions: 5-ALA provided 100% specificity and high sensitivity to detect peritoneal metastases in subgroups of patients with peritoneal surface mailgnancies. ALA influx transporter PEPT1 and porphyrin efflux transporter ABCG2 genes are important in tumor specific 5-ALA induced fluorescence in vivo. Further studies should clarify diagnostic utility of 5-ALA in peritoneal surface malignancies.

구강세균 유전자 검사(easy perio test)법을 이용한 치아우식 검사 (The study of caries activity test by multiplex-quantity real time PCR with easy perio test)

  • 윤한결;박성규;김진
    • 대한치과의료관리학회지
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    • 제6권1호
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    • pp.11-18
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    • 2018
  • The aim of this study was to evaluate the competency of the Easyperio test, a genetic test method based on real time PCR for the detection of bacteria that cause dental caries and periodontal disease. To verify the validity of this text, various dental health evaluations were administered to 33 boys between the ages of 12 to 14, as this age group commonly experiences dental caries. These evaluations included a dental caries experience survey, a first molar health evaluation, the Dentocult Streptococcus mutans (SM) strip mutans, the Dentocult Lactobacillus spp (LB) test, and the Easyperio test. The correlation coefficients between the level of the Dentocult SM strip mutans and the dental caries experience were DT (R=0.570, p=0.001), DMFT (R=0.376, p=0.031), and first molar health (R=-0.395, p=0.023). The correlation coefficients between the amount of SM in the Easyperio test and dental caries experience were DT (R=0.528, p=0.002), DMFT (R=0.369, p=0.035), and first molar health (R=-0.426, p=0.013). The correlation coefficients between the level of the dentocult SM strip mutans and the SM amounts of the Easyperio test were S.mi (R=0.564 p=0.001) and S.mu (R=0.621, p=0.002). The correlation coefficients between the level of the Dentocult LB test and the SM amount of Easyperio test was S.mi (R=0.495, p=0.003). In conclusion, Easyperio test may be an easy and effective method for the differentiation and diagnosis of dental caries through quantitative and qualitative analysis of oral bacteria.

Partial Discharge Detection of High Voltage Switchgear Using a Ultra High Frequency Sensor

  • Shin, Jong-Yeol;Lee, Young-Sang;Hong, Jin-Woong
    • Transactions on Electrical and Electronic Materials
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    • 제14권4호
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    • pp.211-215
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    • 2013
  • Partial discharge diagnosis techniques using ultra high frequencies do not affect load movement, because there is no interruption of power. Consequently, these techniques are popular among the prevention diagnosis methods. For the first time, this measurement technique has been applied to the GIS, and has been tested by applying an extra high voltage switchboard. This particular technique makes it easy to measure in the live state, and is not affected by the noise generated by analyzing the causes of faults ? thereby making risk analysis possible. It is reported that the analysis data and the evaluation of the risk level are improved, especially for poor location, and that the measurement of Ultra high frequency (UHF) partial discharge of the real live wire in industrial switchgear is spectacular. Partial discharge diagnosis techniques by using the Ultra High Frequency sensor have been recently highlighted, and it is verified by applying them to the GIS. This has become one of the new and various power equipment techniques. Diagnosis using a UHF sensor is easy to measure, and waveform analysis is already standardized, due to numerous past case experiments. This technique is currently active in research and development, and commercialization is becoming a reality. Another aspect of this technique is that it can determine the occurrences and types of partial discharge, by the application diagnosis for live wire of ultra high voltage switchgear. Measured data by using the UHF partial discharge techniques for ultra high voltage switchgear was obtained from 200 places in Gumi, Yeosu, Taiwan and China's semiconductor plants, and also the partial discharge signals at 15 other places were found. It was confirmed that the partial discharge signal was destroyed by improving the work of junction bolt tightening check, and the cable head reinforcement insulation at 8 places with a possibility for preventing the interruption of service. Also, it was confirmed that the UHF partial discharge measurement techniques are also a prevention diagnosis method in actual industrial sites. The measured field data and the usage of the research for risk assessment techniques of the live wire status of power equipment make a valuable database for future improvements.