Automated structural design methods for reinforced concrete (RC) beam members have been widely studied with various techniques to date. Recently, artificial intelligence has been actively applied to various engineering fields. In this study, machine learning (ML) is adopted to make automated structural design model for RC beam members. Among various machine learning methods, a supervised learning was selected. When a supervised learning is applied to development of ML-based prediction model, datasets for training and test are required. Therefore, the datasets for rectangular and t-shaped RC beams was constructed by commercial structural design software of MIDAS. Five supervised learning algorithms, such as Decision Tree (DT), Random Forest (RF), K-Nearest Neighbor (KNN), Artificial Neural Networks (ANN), eXtreme Gradient Boosting (XGBoost) were used to develop the automated structural design model. Design moment (Mu), design shear force (Vu), beam length, uniform load (wu) were used for inputs of structural design model. Width and height of the designed section, diameter of top and bottom bars, number of top and bottom bars, diameter of stirrup bar were selected for outputs of structural design model. Performance evaluation of the developed structural design models was conducted using metrics sush as root mean square error (RMSE), mean square error (MSE), mean absolute error (MAE), and coefficient of determination (R2). This study presented that random forest provides the best structural design results for both rectangular and t-shaped RC beams.

In this study, a control algorithm was developed to suppress the free vibration amplitude of a cantilever beam with time-varying dynamic characteristics. In other words, since it is assumed that the natural frequency and mode shape of the vibrating structure are not fixed, the system model of the vibrating structure was not used in the control algorithm. A single electromagnet was chosen as the actuator, so the attractive force was applied to only one fixed location in the structure. Through experiments, the proposed control algorithm is proven to effectively suppress the amplitude of vibration even when the dynamic characteristics of the cantilever beam change. Contrary to the usual active vibration control method, the proposed algorithm is just simple and intuitive without complicated mathematics in the modeling and control process. However, the proposed control method is very effective to suppress the vibration even when the dynamic characteristics of the target structure is not exactly known, as is often the case in industries or laboratories.

Reinforced concrete (RC) moment frames are widely used to resist lateral loads associated with wind and earthquakes. However, most older RC moment frames performed poorly against past earthquakes. In moment frames, beam-column connections play a crucial role in system performance. Among the connections, corner connections are more vulnerable because they are restrained by only two beams and are affected most strongly by bidirectional loading. High-performance fiber-reinforced cementitious composites (HPFRCC) were used in previous studies to improve the seismic performance of older beam-column connections. This study aims to evaluate the level of improvement of seismic behavior of older beam-column connections under bidirectional loading after retrofitted with HPFRCC by comparing the seismic behavior of the HPFRCC connections to beam-column connections used in intermediate (IMF) and special moment frames (SMF). Test results revealed that the seismic behavior of the HPFRCC connections was almost close to that of SMF connections.

The purpose of this study is to experimentally analyze the seismic performance of a vertical irregular beam-column specimen reinforced with RBS (Replaceable Steel Brace System), a steel brace system. To evaluate the seismic performance of RBS, three specimens were manufactured and subjected to cycle loading tests. The stiffness ratio of beam-upper column of the non-retrofitted specimen was 1.2, and those of the two retrofitted specimens were 1.2 and 0.84. The stiffness ratio of the beam-lower column of all specimens was 0.36. And the stiffness ratio were used for variable. As a result of the experiment, the specimen retrofitted with RBS showed improved maximum load, effective stiffness and energy dissipation capacity compared to the non-retrofitted specimen with the same beam-upper column stiffness ratio. The specimen with 0.84 beam-upper column stiffness ratio showed improved performance compared to the specimen with 1.2 stiffness ratio.

This study proposes an economically affordable method for retrofitting non-seismic detailed roof reinforced concrete beam-column joints (BCJs). The proposed method presents an innovative arrangement of steel plates designed to delay the propagation of joint shear cracks by externally applying compressive stress to the area surrounding the BCJs. Two full-scale sub-assemblage specimens for each exterior and interior roof BCJ, i.e., control and retrofitted specimens, were subjected to reversed cyclic loading to evaluate the proposed method. The retrofitted specimens displayed a preferable ductile behavior to the corresponding control specimen, with an enhancement in lateral strength by at least 100%. Furthermore, retrofitted specimens dissipated up to 13 times more energy than the control specimen by initiating a plastic hinge on beams or columns. These results indicated the effectiveness of the proposed method in preventing joint shear failure and improving the seismic behavior of roof BCJs.

건축물의 대공간 및 고층화에 대한 요구가 증가함에 따라 부분매입형합성보의 연구가 진행되고 있다. 부분매입형합성보는 휨 성능을 증대시키기 위해 내부에 철근을 보강하여 시공한다. 이는 철근의 부식으로 구조물의 내력 저하를 유발한다. 이를 보완하고자 내 부식성이 우수하고 고강도인 CFRP 보강근에 대한 연구가 진행 중이다. 하지만 CFRP 보강근은 임계온도가 250℃로 낮기 때문에 적절 한 내화피복과 철근량이 필요하다. 따라서 하부철근의 종류와 SFRM 두께를 변수로 표준화재에 노출된 부분매입형합성보의 열전달 해 석을 수행하였고 화재에 의한 저감계수를 고려하여 휨내력을 산정하였다. 또한, 열전달해석과 동일한 사이즈의 실험체를 통해 비재하 수평가열로 실험을 진행하여 열전달 해석 결과와 비교 분석하였다. 해석 결과 SFRM 30 mm 적용 시 1시간의 내화성능을 확보할 수 있다. 또한, 화재 시 하중 조합에 의한 내화성능 평가 시, 무피복임에도 2시간의 내화성능을 가지는 것으로 평가되었다.

We investigated the cause of liquid crystal alignment when an ion beam is irradiated to the liquid crystal(LC) alignment film for liquid crystal alignment. We investigated liquid crystal alignment in response to changes in ion beam (IB) incident angle and electro-optical (EO) properties of twisted nematic (TN)-liquid crystal displays (LCDs) on polyimide (PI) surface. X-ray photoelectron spectroscopy(XPS) analysis showed that the C=O chemical bond strength decreased with changes in the IB incident angle, while the C-O chemical bond strength increased. Therefore, it was found that the dipole-dipole interaction between C-O chemical bonds and LC molecules has a chemical ordering effect. Good and uniform alignment of nematic LC was observed on the liquid crystal alignment layer surface by IB irradiation, and good EO properties of IB aligned TN-LCD were achieved on the liquid crystal alignment layer surface.

선박 건조 과정에서 블록이나 장비를 지지하는 A형 캐리어 구조는 하중 변경과 시간이 지남에 따라 점차 변형이 증가하며, 이 에 따라 블록과 접촉하는 면적이 감소하고 분산된 하중에서 집중된 하중으로 패턴이 변화한다. 이러한 현상은 실제 사용 하중을 오판할 가능성이 있다. 특히 A형 캐리어는 영세한 제조 업체에서 자주 사용하고 있으며, 별도의 엔지니어링 기능이 없는 상황이 대부분이라서 손 쉽게 캐리어의 안전사용하중을 계산하는 방법의 개발이 필요하다. 본 연구는 A형 캐리어가 장기적으로 안전하게 사용할 수 있는 하중을 신속하게 평가하는 방법을 제안함으로써, 하중 분포의 변화에 따른 소성 변형과 그로 인한 안전 문제를 예측하고 대응할 수 있다. 제안된 방법은 캐리어의 중앙 집중하중과 전체 분포하중 조건에 대해서 유한요소해석(빔, 쉘 모델링)을 통한 결과를 기반으로 빔-이론을 수정하 여 제안되었다. 빔 모델링에서 집중하중 조건은 보정계수 0.73, 분포하중에서는 0.69를 이론값에 곱해서 안전사용하중이 가능하다. 쉘 모 델링의 경우, 집중하중은 0.75와 분포하중은 0.69를 사용할 수 있다. 본 연구는 선박 건조 작업 현장의 안전을 개선하고, 실제 작업 환경에 서의 안전 사용 하중 판단에 신속하고 효과적인 결정을 내릴 수 있는 기초 자료로 활용될 수 있다.

현재 국내 복공판 관련 규정에는 장지간 복공판에 대한 규정이 부족하고, 복공판의 피로에 대한 별도의 규정도 없는 실정이 다. 장지간 복공판의 성능검증은 피로하중에 대한 구조성능 및 사용성에 대한 검증이 필요하다. 본 연구는 복공판의 장지간화를 위한 연구의 일환으로 수행된 실험적 연구로 피로하중을 받는 장지간 복공판의 단면형상 차이와 하중 재하조건 차이에 따른 응력분 포 특성을 파악하는데 목적이 있다. 실험 결과, 200만회 피로실험 후에도 처짐은 허용처짐의 1.22∼1.45배, 응력은 허용응력의 1.55∼1.56배 범위에 분포하고 있는 것을 확인하였다.

This study investigated the species composition and community structure of aquatic organisms captured using coastal beam trawling in Gomso Bay, Jeollabuk-do, from January to December 2022. Throughout the experimental period, a total of 20,246 individuals belonging to 94 marine species were captured, with a combined biomass of 602,828 g. Fish exhibited the highest abundance, comprising 56 species, followed by crustacea (21 species), bivalvia (8 species), cephalopoda (5 species), gastropoda (3 species), and holothuroidea (1 species). The dominant species was Leiognathus nuchalis, constituting 14.0% of the total individuals, followed by Portunus trituberculatus at 12.1%, Oratosquilla oratoria at 10.4%, Crangon hakodatei at 9.9%, and Metapenaeus joyneri at 7.9%. The diversity index ranged from 1.72 to 2.55, with the lowest diversity observed in March and the highest in July. Cluster analysis based on species composition of the 27 most common species showed that aquatic organisms were divided into three groups: spring and summer organisms (Group A) and summer organisms (Group B) and autumn and winter organisms (Group C).

The purpose of this study is to experimentally analyze the seismic performance of beam-column specimens with vertical irregular, which were reinforced with RHS (Replaceable steel haunch system). a steel haunch system. To evaluate the seismic performance of the RHS, three specimens were manufactured and subjected to cycle loading tests. Retrofitted specimens have different beam-upper column stiffness ratio as a variable. The stiffness ratio of beam-upper column were considered to be 1.2 and 0.84. As a result of the test, the specimen reinforced with RHS showed improved maximum load and effective stiffness, and energy dissipation capacity compared to the non-retrofitted specimen with same beam-upper column stiffness ratio. The specimen with 0.84 beam-upper column stiffness ratio showed improved performance than the specimen with 12.

This paper aims to advance our understanding of extensible beams with multiple cracks by presenting a crack energy and motion equation, and mathematically justifying the energy functions of axial and bending deformations caused by cracks. Utilizing an extended form of Hamilton's principle, we derive a normalized governing equation for the motion of the extensible beam, taking into account crack energy. To achieve a closed-form solution of the beam equation, we employ a simple approach that incorporates the crack's patching condition into the eigenvalue problem associated with the linear part of the governing equation. This methodology not only yields a valuable eigenmode function but also significantly enhances our understanding of the dynamics of cracked extensible beams. Furthermore, we derive a governing equation that is an ordinary differential equation concerning time, based on orthogonal eigenmodes. This research lays the foundation for further studies, including experimental validations, applications, and the study of damage estimation and detection in the presence of cracks.

This study numerically compares optimum solutions generated by element- and node-wise topology optimization designs for free vibration structures, where element-and node-wise denote the use of element and nodal densities as design parameters, respectively. For static problems optimal solution comparisons of the two types for topology optimization designs have already been introduced by the author and many other researchers, and the static structural design is very common. In dynamic topology optimization problems the objective is in general related to maximum Eigenfrequency optimization subject to a given material limit since structures with a high fundamental frequency tend to be reasonable stiff for static loads. Numerical applications topologically maximizing the first natural Eigenfrequency verify the difference of solutions between element-and node-wise topology optimum designs.

This study aims to examine the cutting traces remaining on the bracket tie beams of Sungnyemun gate, identifying the tools employed during the late Goryeo to early Joseon periods by specific processes, and deliberating on the timber shaping techniques utilized in advanced architectural construction during the late Goryeo to early Joseon eras. Through the research, it was confirmed that in the production of Sungnyemun Gate's bracket tie beams during the 14th to 15th centuries, both the timber splitting and ripsawing methods were used in conjunction. Moreover, the wood finishing process revealed the use of a plane. It can be inferred that the characteristics of the plane used during that time were not significantly different from those observed in the later period of the Joseon dynasty. The ripsawing and plane finishing techniques were evident in various parts of the bracket tie beams of Sungnyemun gate across the reigns of king Taejo and Sejong, indicating that the techniques involving ripsaw and plane were already prevalent in the late Goryeo period. Consequently, it can be inferred that the ripsawing and plane finishing techniques might have been applied in the construction of prominent government buildings in Hanyang(Seoul), including Gyeongbokgung Palace, and in the residences of royalty and nobility after the establishment of the Joseon dynasty.

본 연구에서는 철근콘크리트 모멘트골조의 보-힌지 붕괴 기구를 유도하기 위한 유전자알고리즘 기반의 최적내진설계기법을 제시 한다. 제안하는 기법은 두 가지의 목적함수을 사용한다. 첫 번째는 구조물의 비용을 최소화하는 것이고, 두 번째는 구조물의 에너지소 산능력을 최대화하는 것이다. 제약조건은 기둥과 보의 강도조건, 기둥-보 휨강도비 최소 조건, 기둥의 소성힌지 발생 방지조건 등이 사용된다. 부재의 강도 평가를 위해 선형정적해석이 수행되고, 에너지소산능력과 소성힌지 발생여부를 평가하기 위해 비선형정적해 석이 수행된다. 제안하는 기법은 4층 예제 구조물에 적용되었으며, 보-힌지 붕괴 기구를 유도하는 설계안이 얻어지는 것을 확인하였 다. 획득된 설계안의 기둥-보 휨강도비를 분석한 결과, 그 값은 기존 내진 기준에서 제시하는 값보다 큰 것으로 나타났다. 보-힌지 붕괴 모드를 유도하기 위해서는 보다 더 강화된 전략이 필요하다.

본 연구에서는 철근콘크리트 모멘트골조의 보-힌지 붕괴 기구를 유도하기 위한 유전자알고리즘 기반의 최적내진설계기법을 제시 한다. 제안하는 기법은 두 가지의 목적함수을 사용한다. 첫 번째는 구조물의 비용을 최소화하는 것이고, 두 번째는 구조물의 에너지소 산능력을 최대화하는 것이다. 제약조건은 기둥과 보의 강도조건, 기둥-보 휨강도비 최소 조건, 기둥의 소성힌지 발생 방지조건 등이 사용된다. 부재의 강도 평가를 위해 선형정적해석이 수행되고, 에너지소산능력과 소성힌지 발생여부를 평가하기 위해 비선형정적해 석이 수행된다. 제안하는 기법은 4층 예제 구조물에 적용되었으며, 보-힌지 붕괴 기구를 유도하는 설계안이 얻어지는 것을 확인하였 다. 획득된 설계안의 기둥-보 휨강도비를 분석한 결과, 그 값은 기존 내진 기준에서 제시하는 값보다 큰 것으로 나타났다. 보-힌지 붕괴 모드를 유도하기 위해서는 보다 더 강화된 전략이 필요하다.

ZnO/Cu/ZnO (ZCZ) thin films were deposited at room temperature on a glass substrate using direct current (DC) and radio frequency (RF, 13.56 MHz) magnetron sputtering and then the effect of post-deposition electron irradiation on the structural, optical, electrical and transparent heater properties of the films were considered. ZCZ films that were electron beam irradiated at 500 eV showed an increase in the grain sizes of their ZnO(102) and (201) planes to 15.17 nm and 11.51 nm, respectively, from grain sizes of 13.50 nm and 10.60 nm observed in the as deposited films. In addition, the film’s optical and electrical properties also depended on the electron irradiation energies. The highest opto-electrical performance was observed in films electron irradiated at 500 eV. In a heat radiation test, when a bias voltage of 18 V was applied to the film that had been electron irradiated at 500 eV, its steady state temperature was about 90.5 °C. In a repetition test, it reached the steady state temperature within 60 s at all bias voltages.