• 제목/요약/키워드: resistance management

검색결과 994건 처리시간 0.028초

EfficientNet의 전이학습을 통한 아스팔트 바인더의 레올로지적 특성 예측 (Prediction of Rheological Properties of Asphalt Binders Through Transfer Learning of EfficientNet)

  • 지봉준
    • 한국건설순환자원학회논문집
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    • 제9권3호
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    • pp.348-355
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    • 2021
  • 도로 포장에 널리 사용되는 아스팔트는 도로가 노출되는 환경에 따라 요구되는 물리적 특성이 상이하다. 이에 따라 첨가제의 배합에 따라 아스팔트가 어떤 물리적 특성을 나타내는지 평가하고 도로의 교통, 기후 환경에 맞추어 적절한 배합을 선택하는 것이 아스팔트 도로의 수명을 확보하기 위해 필수적이다. 아스팔트의 다양한 물리적 특성 중 소성변형에 대한 저항성을 측정하기 위해서는 Dynamic shear rheometer(DSR) 테스트를 주로 사용한다. 하지만 DSR 테스트는 실험 세팅에 따라 결과가 상이하고 특정 온도 범위 내에만 측정이 가능한 단점이 있다. 따라서 본 연구에서는 DSR 테스트의 단점을 극복하고자, Atomic force microscopy로부터 수집된 이미지를 학습하여 레올로지적 특성을 예측하고자 했다. 딥러닝 아키텍처 중 하나인 EfficientNet을 통해 이미지를 학습하였고 딥러닝 모델의 한계인 많은 데이터를 요구한다는 점을 극복하기 위해 전이학습을 이용하여 학습을 진행하였다. 학습된 모델은 이종의 첨가제를 사용하였음에도 높은 정확도로 아스팔트 바인더의 레올로지적 특성을 예측하였다. 특히, 전이학습을 사용하지 않았을 때와 비교하여 빠르게 학습이 가능했다.

Numerical study on force transfer mechanism in through gusset plates of SCBFs with HSS columns & beams

  • Ebrahimi, S.;Zahrai, S.M.;Mirghaderi, S.R.
    • Steel and Composite Structures
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    • 제31권6호
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    • pp.541-558
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    • 2019
  • In Special Concentrically Braced Frames (SCBFs), vertical and horizontal components of the brace force must be resisted by column and beam, respectively but normal force component existing at the gusset plate-to-column and beam interfaces, creates out-of-plane action making distortion in column and beam faces adjacent to the gusset plate. It is a main concern in Hollow Structural Section (HSS) columns and beams where their webs and gusset plate are not in the same plane. In this paper, a new gusset plate passing through the HSS columns and beams, named as through gusset plate, is proposed to study the force transfer mechanism in such gusset plates of SCBFs compared to the case with conventional gusset plates. For this purpose, twelve SCBFs with diagonal brace and HSS columns and twelve SCBFs with chevron brace and HSS columns and beams are considered. For each frame, two cases are considered, one with through gusset plates and the other with conventional ones. Based on numerical results, using through gusset plates prevents distortion and out-of-plane deformation at HSS column and beam faces adjacent to the gusset plate helping the entire column and beam cross-sections to resist respectively vertical and horizontal components of the brace force. Moreover, its application increases energy dissipation, lateral stiffness and strength around 28%, 40% and 32%, respectively, improving connection behavior and raising the resistance of the normal force components at the gusset plate-to-HSS column and beam interfaces to approximately 4 and 3.5 times, respectively. Finally, using such through gusset plates leads to better structural performance particularly for HSS columns and beams with larger width-to-thickness ratio elements.

Application of simple and massive purification system of dsRNA in vivo for acute toxicity to Daphnia magna

  • CHOI, Wonkyun;LIM, Hye Song;KIM, Jin;RYU, Sung-Min;LEE, Jung Ro
    • Entomological Research
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    • 제48권6호
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    • pp.533-539
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    • 2018
  • The RNA interference (RNAi) has been considered as an important genetic tool and applied to develop a new living modified (LM) crop trait which is an improvement of nutrient quality or pest management. The RNAi of DvSnf7 has been used for resistance to LM maize and the Western Corn Rootworm which is a major agricultural pest for the US Corn Belt. Most of the environmental risk assessments (ERA) of double strand RNA (dsRNA) have been performed using in vitro transcript products, and not in vivo expressed product. A large amount of dsRNA was required for the acute toxicity assay of water fleas. Therefore development of massive dsRNA purification techniques is critical. Daphnia, a freshwater microcrustacean, is a model organism for studying cellular and molecular mechanism involved in life history traits and ecotoxicology. In this study, we established the massive dsRNA purification method using Escherichia coli and implemented acute toxicity assays to Daphnia magna. As a result, the present RNase A and DNase I, dsRNA was efficiently purified without any special techniques or equipment. Even though purified dsRNA existed during the acute toxicity test, lethality or abnormal behavior were not observed in D. magna. These results indicated that GFP and DvSnf7 dsRNA were not significantly affected to D. magna due to their lack of sequence matching in its genome. The purification method of dsRNA and the acute toxicity assay of water fleas using purified dsRNA would be suitable for the toxicological studies of LMOs to aquatic non-target organisms.

Association between Thioridazine Use and Cancer Risk in Adult Patients with Schizophrenia-A Population-Based Study

  • Chang, Cheng-Chen;Hsieh, Ming-Hong;Wang, Jong-Yi;Chiu, Nan-Ying;Wang, Yu-Hsun;Chiou, Jeng-Yuan;Huang, Hsiang-Hsiung;Ju, Po-Chung
    • Psychiatry investigation
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    • 제15권11호
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    • pp.1064-1070
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    • 2018
  • Objective Several cell line studies have demonstrated thioridazine's anticancer, multidrug resistance-reversing and apoptosis-inducing properties in various tumors. We conducted this nationwide population-based study to investigate the association between thioridazine use and cancer risk among adult patients with schizophrenia. Methods Based on the Psychiatric Inpatient Medical Claim of the National Health Insurance Research Database of Taiwan, a total of 185,689 insured psychiatric patients during 2000 to 2005 were identified. After excluding patients with prior history of schizophrenia, only 42,273 newly diagnosed patients were included. Among them, 1,631 patients ever receiving thioridazine for more than 30 days within 6 months were selected and paired with 6,256 randomly selected non-thioridazine controls. These patients were traced till 2012/12/31 to see if they have any malignancy. Results The incidence rates of hypertension and cerebrovascular disease were higher among cases than among matched controls. The incidence of hyperlipidemia, coronary artery disease and chronic pulmonary disease did not differ between the two groups. By using Cox proportional hazard model for cancer incidence, the crude hazard ratio was significantly higher in age, hypertension, hyperlipidemia, cerebrovascular disease, coronary artery disease and chronic pulmornary disease. However, after adjusting for other covariates, only age and hypertension remained significant. Thioridazine use in adult patients with schizophrenia had no significant association with cancer. Conclusion Despite our finding that thioridazine use had no prevention in cancer in adult patients with schizophrenia. Based on the biological activity, thioridazine is a potential anticancer drug and further investigation in human with cancer is warranted.

Barbed sutures versus conventional tenorrhaphy in flexor tendon repair: An ex vivo biomechanical analysis

  • Colak, Ozlem;Kankaya, Yuksel;Sungur, Nezih;Ozer, Kadri;Gursoy, Koray;Serbetci, Kemal;Kocer, Ugur
    • Archives of Plastic Surgery
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    • 제46권3호
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    • pp.228-234
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    • 2019
  • Background The management of flexor tendon injuries has evolved in recent years through industrial improvements in suture materials, refinements of repair methods, and early rehabilitation protocols. However, there is no consensus on the ideal suture material and technique. This study was conducted to compare the tensile strength, repair time, and characteristics of 4-strand cruciate, modified Kessler, and 4-strand horizontal intrafiber barbed sutures for flexor tenorrhaphy with a 12-mm suture purchase length in an animal model. Methods The right third deep flexors of 60 adult Leghorn chicken feet were isolated and repaired with a 12-mm suture purchase length. The tendons were randomly assigned to three groups of equal number (n=20 each). Groups 1 and 2 received 4-strand cruciate and modified Kessler repair with conventional suture materials, respectively. A 4-strand horizontal intrafiber barbed suture technique was used in group 3. The repaired tendons were biomechanically tested for tensile strength, 2-mm gap resistance, and mode of failure. Repair times were also recorded. Results The maximum tensile strength until failure was $44.6{\pm}4.3N$ in group 1, $35.7{\pm}5.2N$ in group 2, and $56.7{\pm}17.3N$ in group 3. The barbed sutures were superior to the other sutures in terms of the load needed for 2-mm gap formation (P<0.05). Furthermore, the barbed sutures showed the shortest repair time (P<0.05). Conclusions This study found that 4-strand horizontal intrafiber barbed suture repair with a 12-mm purchase length in a chicken flexor tendon injury model showed promising biomechanical properties and took less time to perform than other options.

Economic construction management of composite beam using the head stud shear connector with encased cold-formed steel built-up fix beam via efficient computer simulation

  • Yin, Jinzhao;Tong, Huizhi;Gholizadeh, Morteza;Zandi, Yousef;Selmi, Abdellatif;Roco-Videla, Angel;Issakhov, Alibek
    • Advances in concrete construction
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    • 제11권5호
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    • pp.429-445
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    • 2021
  • With regard to economic efficiency, composite fix beams are widely used to pass longitudinal shear forces across the interface. The current knowledge of the composite beam load-slip activity and shear capability are restricted to data from measurements of push-off. Modelling and analysis of the composite beams based on Euro-code 4 regarding to shear, bending, and deflection under differing loads were carried out using Finite Element through an efficient computer simulation and the final loading and sections capacity based on the failure modes was analysed. In bending, the section potential was increased by an improvement of the strength in both steel and concrete, but the flexural and compressive resistance growth is very weak (3.2% 3.1% and 3.0%), while the strength of the concrete has increased respectively from 25 N/mm2 to 30, 35, and 40 N/mm2 compared to the increment of steel strength by 27% and 21% when it was raised from 275 to 355 and 460 N/mm2, respectively. It was found that the final flexural load capacity of fix beams was declined with increase in the fix beam span for both three steel strength. The shear capacity of sections was remained unchanged at constant steel strength and different length, but raised with final yield strength increment of steel sections by 29%, and 67% when it was raised from 275 N/mm2 to 355 N/mm2 and 460 N/mm2, respectively.

유도가열시스템의 구성부품에 대한 강건설계 (Robust Design for Parts of Induction Bolt Heating System)

  • 김두현;김성철;이종호;강문수;정천기
    • 한국안전학회지
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    • 제36권2호
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    • pp.10-17
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    • 2021
  • This paper presents the robust design of each component used in the development of an induction bolt heating system for dismantling the high-temperature high-pressure casing heating bolts of turbines in power plants. The induction bolt heating system comprises seven assemblies, namely AC breaker, AC filter, inverter, transformer, work coil, cable, and CT/PT. For each of these assemblies, the various failure modes are identified by the failure mode and effects analysis (FMEA) method, and the causes and effects of these failure modes are presented. In addition, the risk priority numbers are deduced for the individual parts. To ensure robust design, the insulated-gate bipolar transistor (IGBT), switched-mode power supply (SMPS), C/T (adjusting current), capacitor, and coupling are selected. The IGBT is changed to a field-effect transistor (FET) to enhance the voltage applied to the induction heating system, and a dual-safety device is added to the SMPS. For C/T (adjusting current), the turns ratio is adjusted to ensure an appropriate amount of induced current. The capacitor is replaced by a product with heat resistance and durability; further, coupling with a water-resistant structure is improved such that the connecting parts are not easily destroyed. The ground connection is chosen for management priority.

한국영화에 표현된 회색의 기능과 의미 : 기억과 망각 (Function and Meaning of Color Gray in Korean Films : Memory and Oblivion)

  • 김종국
    • Journal of Information Technology Applications and Management
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    • 제28권3호
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    • pp.77-87
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    • 2021
  • The color gray in the cinema expresses the private or public memory and oblivion in the reminiscence scenes. The aesthetic function and meaning of gray that interacts with other elements in cinematic time and space are expanded in various ways. This study was analyzed the cases in which gray was used as the main visual style by limiting the scope to Korean films. Based on the traditional cultural symbolic meaning of gray, I analyzed how it was applied and transformed in films, and interpreted the cultural-social meaning by the interaction between gray and other elements. In film history starting from monochrome, gray has been used as a visual device suitable for realizing cinematic or imaginary reality. Gray is adopted when dreams or recollections are visualized as imaginary reality, and it is used when dreamy imaginations of daydreaming are demonstrated. Gray, which reproduces the dreamlike reality of imagination, is the concrete and realistic way of expression. First, in Korean films, gray is a flashback visual device that recalls the past, and is an intermediary visual form that materializes the imaginary. In films such as Ode to My Father (2014), DongJu (2015), A Resistance(2019) and The Battle : Roar to Victory (2019), the gray of the past is a visual device for cultural memory that builds the homogeneity and identity of the group. In the era of hyper-visibility, gray in black and white images is intended to be clearly remembered by unfamiliarity rather than blurry oblivion by familiarity. Second, in genre films with disaster materials such as Train To Busan (2016) and Ashfall (2019), the grays of rain, fog, clouds, shadows and smoke highlight other elements, and the gray color causes anxiety and fear. In war films such as TaeGukGi: Brotherhood Of War (2003) and The Front Line (2011), gray shows a more intense brutality than the primary color. In sports films such as 4th Place (2015), Take Off (2009) and Forever The Moment (2007), gray expresses uncertainty and immaturity. Third, gray visualizes the historical memory of A Petal (1996), the oblivion in Oh! My Gran (2020) and Poetry (2010), and the reality of daydreaming Gagman (1988) and Dream (1990). At the boundary between imagination and reality, gray is a visual form of dreams, memories and forgetfulness.

Complete Genomic Characterization of Two Beet Soil-Borne Virus Isolates from Turkey: Implications of Comparative Analysis of Genome Sequences

  • Moradi, Zohreh;Maghdoori, Hossein;Nazifi, Ehsan;Mehrvar, Mohsen
    • The Plant Pathology Journal
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    • 제37권2호
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    • pp.152-161
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    • 2021
  • Sugar beet (Beta vulgaris L.) is known as a key product for agriculture in several countries across the world. Beet soil-borne virus (BSBV) triggers substantial economic damages to sugar beet by reducing the quantity of the yield and quality of the beet sugars. We conducted the present study to report the complete genome sequences of two BSBV isolates in Turkey for the first time. The genome organization was identical to those previously established BSBV isolates. The tripartite genome of BSBV-TR1 and -TR3 comprised a 5,835-nucleotide (nt) RNA1, a 3,454-nt RNA2, and a 3,005-nt RNA3 segment. According to sequence identity analyses, Turkish isolates were most closely related to the BSBV isolate reported from Iran (97.83-98.77% nt identity). The BSBV isolates worldwide (n = 9) were phylogenetically classified into five (RNA-coat protein read through gene [CPRT], TGB1, and TGB2 segments), four (RNA-rep), or three (TGB3) lineages. In genetic analysis, the TGB3 revealed more genetic variability (Pi = 0.034) compared with other regions. Population selection analysis revealed that most of the codons were generally under negative selection or neutral evolution in the BSBV isolates studied. However, positive selection was detected at codon 135 in the TGB1, which could be an adaptation in order to facilitate the movement and overcome the host plant resistance genes. We expect that the information on genome properties and genetic variability of BSBV, particularly in TGB3, TGB1, and CPRT genes, assist in developing effective control measures in order to prevent severe losses and make amendments in management strategies.

부화 초기 육계의 열 스트레스와 근육발달 (Thermal Stress and Muscle Development in Early Posthatch Broilers)

  • 문양수
    • 한국가금학회지
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    • 제48권4호
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    • pp.255-265
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    • 2021
  • 지구 온난화와 여름철 고온 환경은 육계의 성장 능력뿐만 아니라 동물복지에도 큰 영향을 미친다. 성장과 근육발달 중심으로 선발된 육계는 열 스트레스를 완화시키는 심장과 폐와 같은 핵심 장기들은 비례적으로 성장하지 못하여 급격한 환경 온도 변화에 대처하기가 어렵다. 환경 온도의 변화는 배아 발달 기간 및 부화 초기까지 근육생성에 큰 영향을 준다. 위성세포 또한 고온 스트레스에 매우 민감하다. 고온스트레스는 위성세포의 증식 및 분화 활동에 영향을 주고, 위성세포의 운명뿐만 아니라, 근육 성장 및 구조에 영향을 미친다. 부화 기간의 정교한 온도조절과 부화 초기 사육 환경 온도의 관리는 육계의 성장과 근육 발달, 그리고 동물복지를 결정하는 데 가장 중요한 핵심 요소이다.