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Estimation of Strain for Large Deformation in SMA-textile Actuator Using Nonlinear Geometry Analysis (비선형 기하해석을 이용한 SMA 섬유 액츄에이터의 대변형에 대한 변형률 추정)

  • Muhammad Umar Elahi;Jaehyun Jung;Salman Khalid;Heung Soo Kim
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.37 no.4
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    • pp.259-265
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    • 2024
  • Shape memory alloy (SMA)-textile actuators have attracted significant attention across various fields, including soft robotics and wearable technology. These smooth actuators are developed by combining SMA and simple textile fibers and then knitting them into two loop patterns known as the knit (K-loop) and plain (P-loop) patterns. Both loops are distinguished by opposite bending characteristics owing to loop head geometry. However, the knitting processes for these actuator sheets require expertise and time, resulting in high production costs for knitted loop actuation sheets. This study introduces a novel method by which to assess the strain in SMA textile-based actuators, which experience large deformations when subjected to voltage. Owing to the highly nonlinear constitutive equations of the SMA material, developing an analytical model for numerical analysis is challenging. Therefore, this study employs a novel approach that utilizes a linear constitutive equation to analyze large deformations in SMA material with nonlinear geometry considerations. The user-defined material (UMAT) subroutine integrates the linear constitutive equation into the ABAQUS software suite. This equivalent unit cell (EUC) model is validated by comparing the experimental bending actuation results of K-loops and P-loops.

Comparison of Basal Physicochemical Changes of Reused Rockwool Substrate in Hydroponic Tomato Cultivation (수경재배 토마토 재사용 암면 배지의 기초 물리화학성 변화 비교)

  • Jae Seong Lee;Jong Hwa Shin
    • Journal of Bio-Environment Control
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    • v.33 no.2
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    • pp.114-119
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    • 2024
  • Rockwool substrate has superior physicochemical characteristics and is often used in crop cultivation. However, rockwool substrate has the disadvantages of high purchase cost and difficulty in disposal. Reuse of substrate can compensate for these disadvantages. Substrate must be disinfected and rehydrated during reuse, and various physicochemical changes during this process must also be considered. This study was to compare the physical properties of two types of rockwool substrates (reused and unused) and to evaluate the reuse potential of rockwool substrate by analyzing the chemical properties of the reused rockwool substrate during the rehydration process. The experiment on substrate physicochemical properties comparison was conducted from March to August 2023 using used rockwool substrates in tomato cultivation and unused rockwool substrates. Drainage time, drainage volume, and substrate weight were measured using load cells installed at the top and bottom of the irrigation monitoring system. The reused rockwool substrate weight and density were higher than those of the unused rockwool substrate, while the average drainage time after irrigation was 1.5 times longer for the reused rockwool than for the unused rockwool. The salinity concentration in different parts of the reused rockwool substrate was found to be lower in the reused rockwool substrate compared to the unused rockwool substrate. The electrical conductivity of the drainage was at its peak at the beginning of the drainage and decreased exponentially as the drainage volume increased. Change in electrical conductivity of the drainage over the irrigation time showed an exponential decay pattern. Through the experiments, the potential reusability of the rock wool substrate was assessed by conducting a comparative analysis of its physicochemical properties.

Effect of Hot-air Surface Drying on Storage and Freshness of Kimchi Cabbage (순간 건식 열처리가 배추의 저장성 및 선도에 미치는 영향)

  • Hyo-Jin Kim;Moon-Cheol Jeong;Youngjin Cho
    • KOREAN JOURNAL OF PACKAGING SCIENCE & TECHNOLOGY
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    • v.30 no.2
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    • pp.161-167
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    • 2024
  • To evaluate the quality changes of Kimchi cabbage, it was packaged in the modified atmosphere (MA) after hot-air surface drying (HASD) or differential pressure precooling (PC) and stored at 0℃ for 45 days. The respiration rate after PC was lower than that after HASD, but they were not significantly different. In both HASD and PC, the ethylene production rate was lower than that of the control group. The oxygen concentration decreased and the carbon dioxide concentration increased according to the storage period, but they did not show significant differences. The change of trimming loss and weight loss tended to increase as the storage period. No significant difference was shown between HASD and PC, but the corresponding result values of the treatment groups were significantly lower than those of the control group. There was no significant difference in electrolyte conductivity and texture between treatment groups, but HASD and PC were superior to the control group. These results suggest that HASD will be available on preprocessing method for long-term storage and freshness of Kimchi cabbage together with PC.

Deep Learning-Based Short-Term Time Series Forecasting Modeling for Palm Oil Price Prediction (팜유 가격 예측을 위한 딥러닝 기반 단기 시계열 예측 모델링)

  • Sungho Bae;Myungsun Kim;Woo-Hyuk Jung;Jihwan Woo
    • Information Systems Review
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    • v.26 no.2
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    • pp.45-57
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    • 2024
  • This study develops a deep learning-based methodology for predicting Crude Palm Oil (CPO) prices. Palm oil is an essential resource across various industries due to its yield and economic efficiency, leading to increased industrial interest in its price volatility. While numerous studies have been conducted on palm oil price prediction, most rely on time series forecasting, which has inherent accuracy limitations. To address the main limitation of traditional methods-the absence of stationarity-this research introduces a novel model that uses the ratio of future prices to current prices as the dependent variable. This approach, inspired by return modeling in stock price predictions, demonstrates superior performance over simple price prediction. Additionally, the methodology incorporates the consideration of lag values of independent variables, a critical factor in multivariate time series forecasting, to eliminate unnecessary noise and enhance the stability of the prediction model. This research not only significantly improves the accuracy of palm oil price prediction but also offers an applicable approach for other economic forecasting issues where time series data is crucial, providing substantial value to the industry.

A Study on the Electrical Characteristics of Wind Power Generation by Main Blade Length (주 블레이드 길이에 따른 풍력발전 전기적 특성에 관한 연구)

  • Jung Cheul Park
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.17 no.5
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    • pp.296-301
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    • 2024
  • This study used the ANSYS CFD program to study the main blade length of a wind turbine. The main blade length was set to 70 cm and 58 cm to confirm flow analysis and coefficient, output power, output voltage, and output current. The results of the flow analysis of the two conditions were almost identical. The airflow was measured uniformly at the blade inlet and outlet portions, and the air velocity through the sub-blade was increased and undiffracted, and a greater force was transmitted to the inlet portion of the main blade and passed through the rotor to the outlet portion. When the main blade length was 70 cm, the torque decreased as the TSR increased, and when the TSR was 0.4, the coefficient was 0.293, the output power was 65,14 kW, the voltage was 31.44 V, and the current was 649.1 A. And when the main blade length is 58 cm, the torque decreases as the TSR increases, and when the TSR is 0.4, the coefficient is 0.274, the power is 61.02 kW, the voltage is 31.49 V, and the current is 607.0 A. In conclusion, it was found that if the turbine diameter was 14m, the optimal blade would be the case where the main blade length was 70cm.

Research Trends on the Structure and System of Nickel Catalysts for Low-Temperature Processes in Highly Efficient Carbon Dioxide Methanation Reactions (고효율 이산화탄소 메탄화 반응을 위한 저온 공정용 니켈 촉매 구조 및 시스템 연구 동향)

  • Jaewon Jang;Jungpil Kim
    • Korean Chemical Engineering Research
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    • v.62 no.4
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    • pp.312-326
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    • 2024
  • This review comprehensively reviews the latest research trends in nickel catalysts for low-temperature CO2 methanation reactions, with special emphasis on catalyst synthesis and reactor design for low-temperature CO2 methanation reactions. In addition to the previously reported catalyst synthesis method of impregnation, the effects of structural and chemical properties of catalysts synthesized by solvothermal synthesis and electrospinning on CO2 methanation reactions were analyzed. We also discuss the potential for process cost reduction and scale-up based on 3D catalyst structures and catalyst stacked reactor designs to improve reaction efficiency. It is found that the efficiency of the CO2 methanation reaction can be maximized by controlling the oxygen vacancies and crystal structure of the catalyst through an innovative catalyst synthesis method, and by increasing the active area of nickel through the 3D structure of the catalyst and the reactor design. It is expected that this review will serve as the basis for the field of converting natural gas into CH4, which can be used as a substitute for natural gas while reducing CO2, a major greenhouse gas.

A Study on the Surface Patterns and Bonding Characteristics of Exposed Materials based on Wheel Grit Size during Package Grinding (패키지 연삭 시 휠 입도에 따른 노출된 가공물의 표면 양상과 접합 특성 연구)

  • Jin Park;Seojun Bae;Kwangil Kim;Jinho Lee;Sanggyu Jang;Yong-Nam Koh
    • Journal of the Microelectronics and Packaging Society
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    • v.31 no.3
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    • pp.72-79
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    • 2024
  • To realize high speed and high bandwidth in the 2.xD package structure, methods requiring high technology are being studied for processes such as interposer or bridge die bonding, as well as heterogeneous chip bonding. Particularly, the grinding process of bonding surfaces is considered a key technology. The method of bonding an interposer or bridge die including Cu layers to a substrate and then exposing metallic materials such as Cu, which can be electrically connected, through a grinding process to connect heterogeneous chips is an approach that utilizes conventional packaging techniques. However, to meet the yield and quality standards required for mass production in processes involving the large-scale bonding of micro-bumps, as seen in 2.xD packages, it is essential to develop techniques based on high precision. This paper investigates the multi-material grinding process for heterogeneous chip bonding in a 2.xD package structure, using the grit size of the grinding wheel as a variable. The study examines the surface patterns and bonding characteristics of the exposed materials achieved through the grinding process. Through this study, we aim to optimize the grinding process for high-quality bonding, thereby contributing to the development of advanced packaging technologies.

Economic Analysis of the Valuable Minerals Recycling in a Mobile Phone: Focusing on the Social Cost of Carbon (폐휴대전화 유용 광물 재활용의 사회‧경제적 효과 분석: 탄소를 중심으로)

  • Min Ki Choi;Jinsoo Kim
    • Environmental and Resource Economics Review
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    • v.33 no.3
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    • pp.263-289
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    • 2024
  • In this paper, we quantify the socio-economic impacts of recycling from a carbon social benefit perspective based on a life cycle assessment and economic evaluation of the printed circuit board (PCB) recycling process for waste mobile phones. In particular, we compare the metal recovery process through PCB recycling of waste mobile phones with the traditional metal mining and smelting process, and analyze the change in carbon dioxide emissions under two electricity generation mixes in 2018 and 2030. The analysis shows that for both gold and copper, PCB recycling generates 6.86 times and 3.69 times more carbon dioxide than traditional mining and smelting, respectively. However, when the 2030 electricity generation mix is applied, the amount of carbon dioxide emitted in the recycling process decreases by 44.72% and 44.65% for copper and gold recovery, respectively. This is due to the nature of the recycling process, which uses electricity as the main energy source. A cost-benefit analysis that includes the social cost of carbon dioxide shows a B/C of 1.95, indicating that recycling is economically feasible. However, this result does not take into account both the problem of securing a sufficient amount of waste PCBs and the social cost of the pollutants emitted by the recycling process. Based on the results of this study, it is expected that cost-benefit analyses reflecting the social cost of carbon and carbon dioxide emissions through life cycle assessment of the recycling process will continue to be actively conducted not only for PCB waste recycling, but also for the circular economy and recycling processes that have recently attracted attention.

Enhanced HCHO Sensing Performance of NiO-decorated In2O3 Nanorods (NiO가 장식된 In2O3 Nanorods의 HCHO 감지 특성 향상)

  • Zion Park;Younghun Kim;Youjune Jang;Yujin Kim;Soohyun Han;Jae Han Chung;Young-Seok Sim
    • Journal of Sensor Science and Technology
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    • v.33 no.5
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    • pp.310-317
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    • 2024
  • Formaldehyde (HCHO) is a major primary indoor air pollutant with various adverse effects on the human body, includingsuch as sick building syndrome, lung cancer, and nasal cancer. Therefore, gas sensors for effective HCHO detection detecting HCHO are crucial for maintaining a healthy indoor environments, and research is being conducted to develop high-performance sensors for this purpose. AnOne of the effective methods for enhancing the to enhance sensing properties is involves modifying the p-n heterojunction structure, which improves sensing through via electronic sensitization based on the expanded depletion region and chemical sensitization that dissociates specific gases. In this studyHerein, weWe fabricated NiO-decorated In2O3 NRs using an e-beam evaporator based on the glancing angle deposition technique by optimizing the NiO thickness (0, 1, 2, and 3 nm). When exposed to 50 ppm HCHO, NiO-decorated In2O3 NRs showed a 3.91%-fold enhancement in the gas response (Ra/Rg-1= 23.9) and a 41.47% faster response time (40.7 s) than-compared to bare In2O3 NRs with an extremely low theoretical detection limit of ≈approximately 9.3 ppb.

Development of a warning algorithm and monitoring system for preventing condensation in utility tunnels (공동구 내 결로 예방을 위한 경고 알고리즘 및 모니터링 시스템 개발)

  • Sang-Il Choi;Jung-Hun Kim;Suk-Min Kong;Yoseph Byun;Seong-Won Lee
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.26 no.5
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    • pp.551-561
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    • 2024
  • Underground utility tunnels are spaces densely packed with various infrastructure facilities, such as power, telecommunications, and water supply and drainage systems, making internal environment management crucial. An investigation into accident cases and on-site demands in these tunnels revealed that while fires and floods are the most common types of incidents, the demand for real-time condensation prevention and response is frequent according to on-site managers. Condensation occurs due to the difference in humidity and temperature between the inside and outside of the tunnel. Frequent or prolonged condensation can lead to metal pipe corrosion, electrical failures, and reduced equipment lifespan. Therefore, this study developed a control algorithm and monitoring system to prevent condensation in underground utility tunnels. The proposed control algorithm estimates the likelihood of condensation in real-time based on the measured temperature and humidity and suggests appropriate responses for each stage to the managers. Finally, a practical condensation prevention monitoring system was built based on the developed algorithm, verifying the feasibility and applicability of this technology in the field.