• 휴양 및 경관연구
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• 제12권4호
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• pp.1-10
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• 2018

This study is about the investigation of the walking environment of the First Experimental Elementary School in Shapingba District of Chongqing City and the Zaozilanya Elementary School in Yuzhong District and the analysis of the pedestrian's consciousness. The improvement plan is obtained by comparing and analyzing the walking environment around the school. The survey results are as follows. According to the survey results of the walking environment around the school, the sidewalks of the two schools are relatively narrow, and there are more pedestrians crossing the road. There is a phenomenon of parking in both schools. The phenomenon of parking in Zaozilanya Elementary School is even more serious. In investigating the most important elements of the school's pedestrian environment, the setting of the signpost, the setting of the crosswalk and signal lights, the setting of the fence, the setting of the vehicle's deceleration facilities, and the control of the school gate are all necessary. Therefore, in order to create a safe and comfortable improvement plan for the surrounding environment of the school, first of all, in the improvement of the facilities around the school, the setting of the fence, the setting of the speed bump, the improvement of the crosswalk and the signal light. Second, in terms of restrictions, the scope of protection around the school needs to be expanded, and restrictions on parking and restrictions on vehicle traffic need to be implemented. Third, in terms of education and publicity, it is not only necessary to provide safety guidance for students to go to school, but also to provide drivers with driving safety education and publicity.

• 한국해양공학회지
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• 제35권4호
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• pp.287-295
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• 2021

This paper describes a recurrent neural network (RNN) for the fault classification of a blade pitch system of a spar-type floating wind turbine. An artificial neural network (ANN) can effectively recognize multiple faults of a system and build a training model with training data for decision-making. The ANN comprises an encoder and a decoder. The encoder uses a gated recurrent unit, which is a recurrent neural network, for dimensionality reduction of the input data. The decoder uses a multilayer perceptron (MLP) for diagnosis decision-making. To create data, we use a wind turbine simulator that enables fully coupled nonlinear time-domain numerical simulations of offshore wind turbines considering six fault types including biases and fixed outputs in pitch sensors and excessive friction, slit lock, incorrect voltage, and short circuits in actuators. The input data are time-series data collected by two sensors and two control inputs under the condition that of one fault of the six types occurs. A gated recurrent unit (GRU) that is one of the RNNs classifies the suggested faults of the blade pitch system. The performance of fault classification based on the gate recurrent unit is evaluated by a test procedure, and the results indicate that the proposed scheme works effectively. The proposed ANN shows a 1.4% improvement in its performance compared to an MLP-based approach.

• Nuclear Engineering and Technology
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• 제54권7호
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• pp.2444-2452
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• 2022

The field-programmable gate array (FPGA) is gaining popularity in industrial automation such as nuclear power plant instrumentation and control (I&C) systems due to the benefits of having non-existence of operating system, minimum software errors, and minimum common reason failures. Separate functions can be processed individually and in parallel on the same integrated circuit using FPGAs in comparison to the conventional microprocessor-based systems used in any plant operations. The use of FPGAs offers the potential to minimize complexity and the accompanying difficulty of securing regulatory approval, as well as provide superior protection against obsolescence. Wireless sensor networks (WSNs) are a new technology for acquiring and processing plant data wirelessly in which sensor nodes are configured for real-time signal processing, data acquisition, and monitoring. ZigBee (IEEE 802.15.4) is an open worldwide standard for minimum power, low-cost machine-to-machine (M2M), and internet of things (IoT) enabled wireless network communication. It is always a challenge to follow the specific topology when different Zigbee nodes are placed in a large network such as a plant. The research article focuses on the hardware chip design of different topological structures supported by ZigBee that can be used for monitoring and controlling the different operations of the plant and evaluates the performance in Vitex-5 FPGA hardware. The research work presents a strategy for configuring FPGA with ZigBee sensor nodes when communicating in a large area such as an industrial plant for real-time monitoring.

• 한국정보통신학회논문지
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• 제26권3호
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• pp.355-366
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• 2022

본 논문은 프로그램 가능한 구조를 사용하여 재구성이 가능하고 저 전력 초소형의 장점을 모두 제공하는 인공지능 가속기를 위한 마이크로코드 기반 뉴럴 네트워크 가속기 컨트롤러를 제안한다. 대상 가속기가 다양한 뉴럴 네트워크 모델을 지원하도록 마이크로코드 컴파일러를 통해 뉴럴 네트워크 모델을 마이크로코드로 변환하여 가속기의 메모리 접근과 모든 연산기를 제어할 수 있다. 200MHz의 System Clock을 기준으로 설계하였으며, YOLOv2-Tiny CNN model을 구동하도록 컨트롤러를 구현하였다. 객체 감지를 위한 VOC 2012 dataset 추론용 컨트롤러를 구현할 경우 137.9ms/image, mask 착용 여부 감지를 위한 mask detection dataset 추론용으로 구현할 경우 99.5ms/image의 detection speed를 달성하였다. 제안된 컨트롤러를 탑재한 가속기를 실리콘칩으로 구현할 때 게이트 카운트는 618,388이며, 이는 CPU core로서 RISC-V (U5-MC2)를 탑재할 경우 대비 약 65.5% 감소한 칩 면적을 제공한다.

• 국제학술발표논문집
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• The 3th International Conference on Construction Engineering and Project Management
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• pp.1278-1282
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• 2009

In apartment type of housing, if resident's vehicle is registered in central control office and RFID TAG is issued, identification can be recognized from the time of entrance into parking lot and intelligent parking guide system can be activated based on the residents' profile. Parking Guide System leads a vehicle to the available parking space which is closest to the entrance gate of the vehicle's owner. And when residents forget where they parked their cars, they can query to the Parking Guide and Management System and get responses about the location. For the correct operation of this system, it is necessary to find out where the residents' cars have parked in real time and which lot is available for parking of other cars. RFID is very fancy solution for this system. RFID reader gathers the ID information in RFID TAGs in parked cars and updates the DB up to date. But, when non-residents' cars are parked inside apartment, RFID reader cannot identify them nor know the exact empty/occupied status of parking spaces because they don't react to RFID reader's query. So for the exact detection of empty/occupied status, we suggest the combined use of ultrasonic sensors and RFID. We designed a tree topology with intermediate data aggregators. The depth of tree is normally more than 3 from root (central office) to leaves (individual parking lots). The depth of 2 in tree topology brings about the bottleneck in communication and maintenance. We also designed the information fields used in RFID networks and Sensor Networks.

• Progress in Superconductivity
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• 제4권1호
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• pp.1-9
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• 2002

Transferring single flux quanta across a Josephson junction at an exactly determined rate has made highly precise voltage measurements possible. Making use of self-shunted Nb-based SINIS junctions, programmable fast-switching DC voltage standards with output voltages of up to 10 V were produced. This development is now extended from fundamental DC measurements to the precise determination of AC voltages with arbitrary waveforms. Integrated RSFQ circuits will help to replace expensive semiconductor devices for frequency control and signal coding. Easy-to-handle AC and inexpensive quantum voltmeters of fundamental accuracy would be of interest to industry. In analogy to the development in the flux regime, metallic nanocircuits comprising small-area tunnel junctions and providing the coherent transport of single electrons might play an important role in quantum current metrology. By precise counting of single charges these circuits allow prototypes of quantum standards for electric current and capacitance to be realised. Replacing single electron devices by single Cooper pair circuits, the charge transfer rates and thus the quantum currents could be significantly increased. Recently, the principles of the gate-controlled transfer of individual Cooper pairs in superconducting A1 devices in different electromagnetic environments were demonstrated. The characteristics of these quantum coherent circuits can be improved by replacing the small aluminum tunnel Junctions by niobium junctions. Due to the higher value of the superconducting energy gap ($\Delta_{Nb}$ ＝ $7\Delta_{Al}$), the characteristic energy and the frequency scales for Nb devices are substantially extended as compared to A1 devices. Although the fabrication of small Nb junctions presents a real challenge, the Nb-based metrological devices will be faster and more accurate in operation. Moreover, the Nb-based Cooper pair electrometer could be coupled to an Nb single Cooper pair qubit which can be beneficial for both, the stability of the qubit and its readout with a large signal-to-noise ratio..

• 한국지형학회지
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• 제18권1호
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• pp.15-27
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• 2011

중국과 북유럽의 운하는 건설당시 시대상과 자연환경이 우리나라와 다음과 같은 점에서 매우 다르다. 우리나라 하천은 하상계수가 크고 중상류 하천들은 구배가 커서 주변지역으로부터 역과 토사가 하상에 유입·퇴적되어 유로를 변경하거나 수심을 낮게 한다. 이는 지속적인 준설작업을 필요로 하며 보와 갑문의 설치는 홍수 때 유수의 흐름을 지체시켜 범람의 원인이 되기도 한다. 그리고 지하수면의 상승 또는 하강으로 기존도시의 시설에 치명적일 수 있을 뿐만 아니라 수질 악화와 홍수시 수위상승을 유발하여 홍수 유발의 원인이 된다. 준설작업은 생태계 파괴를 초래하고 운하의 경제성 여부와 육상교통에 비하여 상대적으로 낮은 속도 문제, 운송비 절감과 이적(移積)비용과 종착지 비용 문제, 관광·레저 산업의 활성화와 과도한 개발비용 등의 문제가 있다. 운하가 아닌 단순한 관리와 정비 사업은 순차적으로 계획을 세워 추진하는 것이 보다 타당하다.

• 전자공학회논문지D
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• 제36D2호
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• pp.71-80
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• 1999

본 논문에서는 2${\mu}m$ 고전압 CMOS 공정을 사용한 보호 회로를 포함한 전력 ,MOSFET 구동기를 설계하였다. 제어 회로의 안정한 동작을 위하여 전원 관리 회로를 설계하였으며 전원 관리 회로의 전압 레귤레이터의 보호를 위하여 전압 검출 방식의 단락 보호 회로를 제안하였다. 전압 검출 방식(Voltage-Detection Short Circuit Protection; VDSCP)은 직렬 저항에 의한 전압 강하가 없고, 출력단 단락 상태에서 전압원의 전류를 출력단에 흐르지 못하도록 하는 특성이 있다. 전력 MOSFET를 보호하기 위하여 부하 단락 보호회로, 게이트 전압 제한 회로, 과전압 보호 회로를 설계하였으며, 50V의 항목 전압을 닺는 공정을 이용하여 전력 MOSFET 구동기를 위한 2${\mu}m$ 고전압 CMOS 공정을 개발하였다. 전력 MOSFET이 소비하는 전력 이외에 구동기가 소비하는 전력은 전력 MOSFET 구동 상태에 따라 20 ~ 100mW의 범위에 있는 것으로 확인하였다. 주문형으로 제작된 전력 MOSFET 구동기의 active area의 크기는 $3.5 {\times}2..8mm^2$이다.

• The Korean Journal of Physiology and Pharmacology
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• 제12권4호
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• pp.205-209
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• 2008

Recently, Sun et al (2008) reported that the IL6R polymorphism is associated with schizophrenia. Therefore, to detect the association between polymorphisms of interleukin 31 receptor A (IL31RA) and schizophrenia, we genotyped 9 SNPs [rs9292101 (intron 1), rs1009639 (exon 2, Pr043Pro), rs2161582 (intron 2), rs68761890 (intron 5), rs16884629 (intron 6), rs11956465 (intron 12), rs12153724 (intron 12), and rs16884641 (intron 14)] using the Golden Gate assay on Illumina BeadStation 500 GX. Two hundred eighteen patients with schizophrenia and 379 normal subjects were recruited. Patients with schizophrenia were diagnosed according to DSM-IV, and control subjects without history of psychiatric disorders were selected. We used SNPStats, Haploview, HapAnalyzer, SNPAnalyzer, and Helixtree programs for the evaluation of genetic data. Of nine polymorphisms, three SNPs (rs9292101, rs1009639, and rs11956465) were associated with schizophrenia. The rs9292101 and rs11956465 showed significant associations with the risk of schizophrenia in the codominant [rs9292101, odds ratio (OR)=0.74, 95% confidence interval (CI)=0.58${\sim}$0.95, p=0.017] and recessive (rs11956465, OR=0.64, 95% CI=0.42${\sim}$0.96, p=0.034) models, respectively. The rs1009639 also was statistically related to schizophrenia in both codominant (OR=0.76, 95% CI=0.60${\sim}$0.97, p=0.025) and dominant (OR=0.66, 95% CI=0.44${\sim}$0.98, p=0.035) models. Two linkage disequilibrium (LD) blocks were made. In the analysis of haplotypes, a haplotype (GCT) in block 1 and a haplotype (CCACAG) in block 2 showed significant associations between schizophrenia and control groups (haplotype GCT, frequency=0.509, chi square=4.199, p=0.040; haplotype CCACAG, frequency=0.289, chi square=5.691, p=0.017). The results suggest that IL31RA may be associated with risk of schizophrenia in Korean population.

• 전자공학회논문지
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• 제53권5호
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• pp.69-76
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• 2016

MCT (MOS Controlled Thyristor)의 전류 구동능력은 도통상태의 MCT를 턴-오프 시킬 수 있는 능력, 즉 off-FET의 성능에 의해 결정되고, MCT의 주된 응용분야인 펄스파워 분야에서는 턴-온 시의 피크전류($I_{peak}$)와 전류상승기울기(di/dt) 특성이 매우 중요하다. 이러한 요구사항을 만족시키기 위해서는 MCT의 on/off-FET 성능 조절이 중요하지만, 깊은 접합의 P-웰과 N-웰을 형성하기 위한 삼중 확산공정과 다수의 산화막 성장공정은 이온주입 불순물의 표면농도를 변화시키고 on/off-FET의 문턱전압($V_{th}$) 조절을 어렵게 한다. 본 논문에서는 on/off-FET의 $V_{th}$를 개선하기 위한 채널영역 문턱전압 이온주입에 대하여 시뮬레이션을 진행하고 이를 토대로 제작한 MCT의 전기적 특성을 비교 평가하였다. 그 결과 문턱전압 이온주입을 진행한 MCT의 경우(활성영역=$0.465mm^2$) $100A/cm^2$ 전류밀도에서의 전압손실($V_F$)은 1.25V, 800V의 어노드 전압에서 $I_{peak}$ 및 di/dt는 290A와 $5.8kA/{\mu}s$로 문턱전압 이온주입을 진행하지 않은 경우와 유사한 특성을 나타낸 반면, $100A/cm^2$의 구동전류에 대한 턴-오프 게이트전압은 -3.5V에서 -1.6V로 감소하여 MCT의 전류 구동능력을 향상시킴을 확인하였다.