• Title/Summary/Keyword: STM

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Design of a 6-Axis Inertial Sensor IC for Accurate Location and Position Recognition of M2M/IoT Devices (M2M / IoT 디바이스의 정밀 위치와 자세 인식을 위한 6축 관성 센서 IC 설계)

  • Kim, Chang Hyun;Chung, Jong-Moon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39C no.1
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    • pp.82-89
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    • 2014
  • Recently, inertial sensors are popularly used for the location and position recognition of small devices for M2M/IoT. In this paper, we designed low power, low noise, small sized 6-axis inertial sensor IC for mobile applications, which uses a 3-axis piezo-electric gyroscope sensor and a 3-axis piezo-resistive accelerometer sensor. Proposed IC is composed of 3-axis gyroscope readout circuit, two gyroscope sensor driving circuits, 3-axis accelerometer readout circuit, 16bit sigma-delta ADC, digital filter and control circuit and memory. TSMC $0.18{\mu}m$ mixed signal CMOS process was used. Proposed IC reduces 27% of the current consumption of LSM330.

The Sentence Similarity Measure Using Deep-Learning and Char2Vec (딥러닝과 Char2Vec을 이용한 문장 유사도 판별)

  • Lim, Geun-Young;Cho, Young-Bok
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.10
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    • pp.1300-1306
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    • 2018
  • The purpose of this study is to see possibility of Char2Vec as alternative of Word2Vec that most famous word embedding model in Sentence Similarity Measure Problem by Deep-Learning. In experiment, we used the Siamese Ma-LSTM recurrent neural network architecture for measure similarity two random sentences. Siamese Ma-LSTM model was implemented with tensorflow. We train each model with 200 epoch on gpu environment and it took about 20 hours. Then we compared Word2Vec based model training result with Char2Vec based model training result. as a result, model of based with Char2Vec that initialized random weight record 75.1% validation dataset accuracy and model of based with Word2Vec that pretrained with 3 million words and phrase record 71.6% validation dataset accuracy. so Char2Vec is suitable alternate of Word2Vec to optimize high system memory requirements problem.

A Study on Shear Strength Prediction for Reinforced High-Strength Concrete Deep Beams Using Softened Strut-and-Tie Model (연화 스트럿-타이 모델에 의한 고강도 철근콘크리트 깊은 보의 전단강도 예측에 관한 연구)

  • Kim, Seong-Soo;Lee, Woo-Jin
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.7 no.4
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    • pp.159-169
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    • 2003
  • In the ACI Code, the empirical equations governing deep beam design are based on low-strength concrete specimens with $f_{ck}$ in the range of 14 to 40MPa. As high-strength concrete(HSC) is becoming more and more popular, it is timely to evaluate the application of HSC deep beam. For the shear strength prediction of HSC deep beams, this paper proposed Softened Strut-and-Tie Model(SSTM) considered HSC and bending moment effect. The shear strength predictions of the proposed model, the Appendix A Strut-and-Tie Model of ACI 318-02, and Eq. of ACI 318-99 11.8 are compared with the experimental test results of 4 deep beams and the collected experimental data of 74 HSC deep beams, compressive strength in the range of 49~78MPa. The proposed SSTM performance consistently reproduced 74 HSC deep beam measured shear strength with reasonable accuracy for a wide range of concrete strength, shear span-depth ratio, and ratio of horizontal and vertical reinforcement.

Estimation Model of Shear Transfer Strength for Uncracked Pull-Off Test Specimens based on Compression Field Theory (비균열 인장재하 시험체의 압축장 이론에 기반한 전단전달강도 산정모델)

  • Kim, Min-Joong;Lee, Gi-Yeol
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.41 no.2
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    • pp.101-111
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    • 2021
  • Two different types of shear-friction tests were classified by external loadings and referred to as a push-off and a pull-off test. In a pull-off test, a tension force is applied in the transverse direction of the test specimen to produce a shear stress at the shear plane. This paper presents a method to evaluate shear transfer strengths of uncracked pull-off specimens. The method is based on the compression field theory and different constitutive laws are applied in some ways to gain accurate shear strengths considering softening effects of concrete struts based on Modified Compression Field Theory (MCFT) and Softened Truss Model (STM). The validity of the proposed method is examined by applying to some selected test specimens in literatures and results are compared with the predicted values. A general agreement is observed between predicted and measured values at ultimate loading stages in initially uncracked pull-off test specimens. A shear strength evaluation formula considering the effective compressive strength of a concrete strut was proposed, and the applicability of the proposed formula was verified by comparing with the experimental results in the literature.

The Effectiveness of Selective Lower Trapezius Strengthening Exercises on Pain, Muscle Function, and Scapular Position in Patients with Rounded Shoulder and Chronic Neck Pain

  • Cho, Il-Keun;Park, Hye-Kang;Lee, Wan-Hee
    • Physical Therapy Rehabilitation Science
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    • v.10 no.4
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    • pp.503-511
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    • 2021
  • Objective: This study compared pain, muscle power (MP), muscle thickness (MT), and normalized position of the scapula (POS) between general physical therapy and general physical therapy with strengthening exercises of the lower trapezius in patients with rounded shoulder and chronic neck pain. Design: Randomized controlled trial. Methods: The participants were 30 patients of W hospital in Gangnamgu, Seoul, with rounded shoulders who were diagnosed with chronic neck pain. Rounded shoulder was defined as a distance between the surface and acromion of >1 inch in the supine position. The participants were assigned to an experimental group (n=15) and a control group (n=15). The experimental group completed four types of strengthening exercises program for 15 minutes, twice weekly, for a total of 5 weeks. Soft tissue mobilization (STM), cervical extension flexion rotation (CEFR), and physical modality were also performed in both groups. Results: The degree of pain was assessed using the numerical rating scale (NRS), MP was measured a handheld dynamometer, MT was measured by ultrasound, and POS was measured using a tapeline. Significant between-group differences were observed in VAS, MP, MP, and POS. Significant changes were observed in the experimental group for VAS, MP, MT, and POS. Conclusions: Based on the results of this study, it was indicated that lower trapezius strengthening exercises performed together with general physical therapy was significantly improved in pain, MP, MT, and POS in patients with rounded shoulder and chronic neck pain compared to when general physical therapy was performed alone.

A Study on Partial Load Performance of Absorption Type Heat Pump for Waste Heat Recovery of Closed Cooling Water (기기냉각수 폐열회수용 흡수식 히트펌프의 부분부하 성능에 관한 연구)

  • Park, Byungchul;Kim, Taehyeong;Kim, Kwangsu
    • Journal of Energy Engineering
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    • v.28 no.2
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    • pp.47-54
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    • 2019
  • As absorption type heat pump for waste heat recovery is installed in combined cycle power plant for Energy Service Company, performance test is implemented to confirm the operation data on partial load. The operation data changes according to the heat pump operation on partial load are as follows. Total heat output increases, because waste heat of closed cooling water and a portion of LP steam from HRSG is supplied. But electric power output of steam turbine is reduced, because LP steam to steam turbine is reduced. And heat output from HP district heater and LP district heater is reduced, because HP turbine exhaust steam to HP district heater and LP district heater is reduced. On partial load operation, turbine output reduction is higher than the base load operation. Therefore, on partial load, heat pump should be operated in consideration of the heat output increase and electric power output reduction.

Technical Functional Properties of Water- and Salt-soluble Proteins Extracted from Edible Insects

  • Kim, Tae-Kyung;Yong, Hae In;Jeong, Chang Hee;Han, Sung Gu;Kim, Young-Boong;Paik, Hyun-Dong;Choi, Yun-Sang
    • Food Science of Animal Resources
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    • v.39 no.4
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    • pp.643-654
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    • 2019
  • The amino acid composition, protein quality, and protein functionality of protein solution extracted from three edible insect species were investigated. We used 0.02% ascorbic acid and 0.58 M saline solution to extract water-soluble and salt-soluble proteins from the three insect species. Extracted protein solutions of Tenebrio molitor (TM), Allomyrina dichotoma (AD), and Protaetia brevitarsis seulensis (PB) were divided into six groups, according to species and solubility: WTM, WAD, WPB (water-soluble), and STM, SAD, and SPB (salt-soluble). Defatted TM had the highest protein content, but its protein solubility was the lowest, for both water and saline solutions. Amino acid composition differed by edible insect species and buffer type; SPB had the highest protein quality, followed by WPB. PB had a higher pH than the other species. Color values also differed among species. SPB had abundant high molecular weight proteins, compared with other treatments; and also had the highest foaming capacity, foam stability, and emulsifying capacity. In conclusion, PB is a good source of functional protein compared with the other studied species. Additionally, protein extraction using saline solution is promising as a useful method for improving edible insect protein functionality.

A Convergence Study on the Topic and Sentiment of COVID19 Research in Korea Using Text Analysis (텍스트 분석을 이용한 코로나19 관련 국내 논문의 주제 및 감성에 관한 융합 연구)

  • Heo, Seong-Min;Yang, Ji-Yeon
    • Journal of the Korea Convergence Society
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    • v.12 no.4
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    • pp.31-42
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    • 2021
  • The purpose of this study was to explore research topics and examine the trend in COVID19 related research papers. We identified eight topics using latent Dirichlet allocation and found acceptable validity in comparison with the structural topic model. The subtopics have been extracted using k-means clustering and plotted in PCA space. Additionally, we discovered the topics bearing negative tones and warning signs by sentiment analysis. The results flagged up the issues of the topics, Biomedical Related, International Dynamics and Psychological Impact. The findings could serve as a guideline for researchers who explore new research directions and policymakers who need to make decisions about which research projects to support.

Experimental and numerical study on tensile capacity of composite cable-girder anchorage joint

  • Xuefei Shi;Yuzhuo Zhong;Haiying Ma;Ke Hu;Zhiquan Liu;Cheng Zeng
    • Steel and Composite Structures
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    • v.49 no.2
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    • pp.215-230
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    • 2023
  • Cable-girder anchorage joint is the critical part of cable-supported bridges. Tensile-plate anchorage (TPA) is one of the most commonly used types of cable-girder anchorage joints in steel girder cable-supported bridges. In recent years, it has been proposed by bridge designers to apply TPA to concrete girder cable-supported bridges to form composite cable-girder anchorage joint (CCGAJ). In this paper, the mechanical performance of CCGAJ under tensile force is studied through experimental and numerical analyses. Firstly, the effects of the external prestressing (EP) and the bearing plate (BP) on the mechanical performance of CCGAJ were investigated through three tests. Then, finite element model was established for parametrical study, and was verified by the experimental results. Then, the effects of shear connector forms, EP, BP, vertical rebar rate, and perforated rebar rate on the tensile capacity of CCGAJ were investigated through numerical analyses. The results show that the tensile capacity of CCGAJ depends on the first row of PR. The failure mode of CCGAJ using headed stud connectors is to form a shear failure surface at the end of the studs while the failure mode using PBLs is similar to the bending of a deep girder. Finally, based on the strut-and-tie model (STM), a calculation method for CCGAJ tensile capacity was proposed, which has a high accuracy and can be used to calculate the tensile capacity of CCGAJ.

Effect of Kind of Sugar Added in Tris-buffer on Motility of Post-thaw Spermatozoa in Canine (Tris-buffer에 첨가되는 당의 종류가 동결ㆍ융해정자의 운동성에 미치는 영향)

  • 유대중;정수룡;오인석;김흥률;이계웅;조성균;배인휴;양철주;공일근
    • Journal of Embryo Transfer
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    • v.17 no.2
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    • pp.137-143
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    • 2002
  • This study was conducted to evaluate the effect of sugar kinds and combination of various sugars, and straw size and pre-freezing time on motility of post-thaw spermatozoa in canine. In general, the extender was supplemented with fructose or glucose for semen freezing. The extender used in .this study was Tris-citric acid extender (Tris-buffer) supplemented with 20% Egg-yolk, 8% glycerol, 1% Equex STM paste, and 70 mM sugars such as monosaccharide (fructose and xylose) and disaccharide(trehalose). To evaluate of sugar combination, the sugars supplemented in Tris-buffer. were combined such as control (fructose, xylose, trehalose), two combinations (Fru+Tre, Fru+Xy1, Tre+Xy1) and three combinations (Fru+Tre+Xy1). The motility after CASA analysis in Fru+Tre+Xy1 was higher than those in fructose, trehalose, xylose, Fru+Tre, Fru+Xy1, Tre+Xy1 (69 vs. 58, 61, 50, 65, 20, 54). However, the progressive motility after CASA analysis in Fru+Tre group was higher than those in fructose, trehalose, xylose, Fru+Xy1, Tre+Xy1, Fru+Tre+Xy1 (59% vs. 47, 55, 42, 13, 49, 44%). The survival rate of post-thaw spermatozoa in 0.25 $m\ell$ straw for 10 min pre-freezing was significantly higher than those in 0.25 $m\ell$ straw for 10 min, 0.25 and 0.5 $m\ell$ for 5 min (80+0.0 vs. 65+7, 68+16, 58+8%; P<0.05). The results indicated that the progressive motility of post-thaw spermatozoa in 70 mM Fru +Tre (two combination) following CASA analysis and 0.25 ml straw for 10 min pre-freezing time could be better for freezing of semen in canine.