• Title/Summary/Keyword: agent architecture

Search Result 431, Processing Time 0.023 seconds

Development of Prediction Model of Chloride Diffusion Coefficient using Machine Learning (기계학습을 이용한 염화물 확산계수 예측모델 개발)

  • Kim, Hyun-Su
    • Journal of Korean Association for Spatial Structures
    • /
    • v.23 no.3
    • /
    • pp.87-94
    • /
    • 2023
  • Chloride is one of the most common threats to reinforced concrete (RC) durability. Alkaline environment of concrete makes a passive layer on the surface of reinforcement bars that prevents the bar from corrosion. However, when the chloride concentration amount at the reinforcement bar reaches a certain level, deterioration of the passive protection layer occurs, causing corrosion and ultimately reducing the structure's safety and durability. Therefore, understanding the chloride diffusion and its prediction are important to evaluate the safety and durability of RC structure. In this study, the chloride diffusion coefficient is predicted by machine learning techniques. Various machine learning techniques such as multiple linear regression, decision tree, random forest, support vector machine, artificial neural networks, extreme gradient boosting annd k-nearest neighbor were used and accuracy of there models were compared. In order to evaluate the accuracy, root mean square error (RMSE), mean square error (MSE), mean absolute error (MAE) and coefficient of determination (R2) were used as prediction performance indices. The k-fold cross-validation procedure was used to estimate the performance of machine learning models when making predictions on data not used during training. Grid search was applied to hyperparameter optimization. It has been shown from numerical simulation that ensemble learning methods such as random forest and extreme gradient boosting successfully predicted the chloride diffusion coefficient and artificial neural networks also provided accurate result.

Properties of Bubble used in Concrete ac cording to Change in Manufacturing Condition

  • Byoungil Kim
    • Architectural research
    • /
    • v.26 no.1
    • /
    • pp.13-20
    • /
    • 2024
  • This study is a research investigation into the properties of bubbles that affect the characteristics of foamed concrete during its production. The study examined the properties of bubbles based on the manufacturing conditions. To investigate these properties, the selected experimental factors included bead size, the length/diameter ratio of the bubble-generating tube, and compressed air. The experimental design used a design of experiments, and the test results were analyzed using analysis of variance. The foaming agent used to generate bubbles was AES (Alcohol Ethoxy Sulfate), and the method employed for bubble manufacture was the pre-foaming method. In the test results, a significant factor affecting the foaming rate of bubbles was the bead size; the highest foaming rate was observed when using 2mm beads. Bead size also primarily influenced the volume change of the aqueous solution, while other factors did not affect the foaming rate and volume change. None of the factors affected the change in bubble size, but compressed air was considered the main factor affecting bubble size and its change. The foaming rate and volume change of the aqueous solution showed a high correlation with each other. Spherical bubbles in the early stage eventually transformed into angular bubbles. Moreover, over time, it was observed that the bubble size increased.

Basic Research of Self Compacting Concrete Using Alkali-Activated Slag Binder (알칼리 활성 슬래그 결합재를 이용한 자기충전 콘크리트의 기초 연구)

  • Song, Keum-Il;Shin, Gyeong-Sik;Gong, Min-Ho;Song, Jin-Kyu
    • Journal of the Korea Concrete Institute
    • /
    • v.25 no.6
    • /
    • pp.657-665
    • /
    • 2013
  • The purpose of this study is the basic research of self-compacting concrete using Alkali-Activated Slag (AAS) binder in order to emphasize the durability of structures and facilitate casting the fresh concrete in field. The AAS binder emitted low carbon dioxide ($CO_2$) is eco friendly material of new concept because AAS products not only emit little $CO_2$ during production but also reuse the industrial by-products such as ground granulated blast-furnace slag (GGBS) of the steel mill. Until now, almost of domestic and foreign research are using Ordinary Portland Cement (OPC) for self-compacting concrete, and also, nonexistent research about AAS. The self-compacting concrete must get the performance of flowability, segregation resistance, filling and passing ability. Nine concrete mixes were prepared with the main parameter of unit amount of binder (400, 500, 600 $kg/m^3$) and 3 types of water-binder (W/B) ratio. The results of test were that fresh concretes were satisfied with flowability, segregation resistance, and filling ability of JSCE. But the passing ability was not meet the criteria of EFNARC because of higher viscosity of AAS paste than OPC. This high viscosity of AAS paste enables the manufacturing of self compacting concrete, segregation of which does not occur without the using of viscosity agent. It is necessary that the development of high fluidity AAS binders of higher strength and the study of better passing ability of AAS concrete mixes in order to use self compacting AAS concrete in field.

Effect of Carriers on Residue of Wetting Agent Containing Polyoxyethylene Laury Ether, Initial Wetting and Water Movement in Container Media (증량제의 종류가 Polyoxyethylene Laury Ether를 포함한 토양습윤제의 상토 내 잔류성, 상토의 수분 보유 및 이동에 미치는 영향)

  • Choi, Jong Myung;Chung, Hae Joon;Shim, Jai Sung
    • Horticultural Science & Technology
    • /
    • v.19 no.4
    • /
    • pp.596-601
    • /
    • 2001
  • This study was carried out to determine the effect of base carriers such as zeolite or vermiculite on change of concentration of polyoxyethylene laury ether[$C_{12}H_{25}O(C_{2}H_{4}O)_{3}H$, PLE] and on initial wetting of peat-vermiculite medium in the development of a soil wetting agent using the mixture of PLE and polyoxyethylene+polyppro-pyleneoxide tridecylether (1:1, w/w, CM-1). The concentration of PLE in the treatment of vermiculite was higher than that of zeolite during the period from 2 to 6 weeks. The cumulative concentration of PLE released in the treatment of vermiculite was about $2800mg{\cdot}L^{-1}$ and zeolite was about $2300mg{\cdot}L^{-1}$. The treatments of PLE+CM-1 with zeolite or vermiculite as a carrier were effective in initial water retention of root media having more than 510 mL of water per pot, where as those of $AquaGro^{G}$ and control had 490 mL and 400 mL of water per pot, respectively. In the evaporative water loss, the treatment of zeolite and $AquaGro^{G}$ were faster than that of control and vermiculite. The control treatment had the fastest water movement in and the highest volume of water infiltrating into root medium among all treatments. Increased application rate of PLE+CM-1 did not increase water retention capacity. The treatment of $0.6g{\cdot}L^{-1}$ had the highest evaporative water loss and that of $0.3g{\cdot}L^{-1}$ had the highest amount of water infiltrating into root media among all other treatments.

  • PDF

Development of a Remote Multi-Task Debugger for Qplus-T RTOS (Qplus-T RTOS를 위한 원격 멀티 태스크 디버거의 개발)

  • 이광용;김흥남
    • Journal of KIISE:Computing Practices and Letters
    • /
    • v.9 no.4
    • /
    • pp.393-409
    • /
    • 2003
  • In this paper, we present a multi-task debugging environment for Qplus-T embedded-system such as internet information appliances. We will propose the structure and functions of a remote multi-task debugging environment supporting environment effective ross-development. And, we are going enhance the communication architecture between the host and target system to provide more efficient cross-development environment. The remote development toolset called Q+Esto consists to several independent support tools: an interactive shell, a remote debugger, a resource monitor, a target manager and a debug agent. Excepting a debug agent, all these support tools reside on the host systems. Using the remote multi-task debugger on the host, the developer can spawn and debug tasks on the target run-time system. It can also be attached to already-running tasks spawned from the application or from interactive shell. Application code can be viewed as C/C++ source, or as assembly-level code. It incorporates a variety of display windows for source, registers, local/global variables, stack frame, memory, event traces and so on. The target manager implements common functions that are shared by Q+Esto tools, e.g., the host-target communication, object file loading, and management of target-resident host tool´s memory pool and target system´s symbol-table, and so on. These functions are called OPEn C APIs and they greatly improve the extensibility of the Q+Esto Toolset. The Q+Esto target manager is responsible for communicating between host and target system. Also, there exist a counterpart on the target system communicating with the host target manager, which is called debug agent. Debug agent is a daemon task on real-time operating systems in the target system. It gets debugging requests from the host tools including debugger via target manager, interprets the requests, executes them and sends the results to the host.

Optimum Mix Proportion and Characteristics of the Combined Self Compacting Concrete according to Cement Types (시멘트 종류에 따른 병용계 자기충전 콘크리트의 최적배합비와 특성)

  • Kwon, Yeong-Ho
    • Journal of the Korea Concrete Institute
    • /
    • v.21 no.1
    • /
    • pp.55-64
    • /
    • 2009
  • This study is aimed to derive the optimum mix proportion of the combined self compacting concrete according to cement types (blast-furnace slag cement and belite cement) and to propose the basic data to field construction work after evaluating the quality properties. Specially, lime stone powder (LSP) as binder and viscosity agent are used in the combined self compacting concrete because slurry wall of an underground LNG storage tank should be kept stability of quality during concrete working. Replacement ratio of LSP is determined by confined water ratio test and main design factors including fine aggregate ratio ($S_r$), coarse aggregate ratio ($G_v$) and water-cement ratio (W/C) are selected. Also, quality properties including setting time, bleeding content, shortening depth and hydration heat on the optimum mix proportion of the combined self compacting concrete according to cement type are compared and analyzed. As test results, the optimum mix proportion of the combined self compacting concrete according to cement type is as followings. 1) Slag cement type-replacement ratio of LSP 13.5%, $S_r$ 47% and W/C 41%. 2) Belite cement type-replacement ratio of LSP 42.7%, Sr 43% and W/C 51%. But optimum coarse aggregate ratio is 53% regardless of cement types. Also, as test results regarding setting time, bleeding content, shortening depth and hydration heat of the combined self compacting concrete by cement type, belite cement type is most stable in the quality properties and is to apply the actual construction work.

Design and Implementation of a Framework Modeler for Intranet Construction Tool (인트라넷 구축 도구를 위한 프레임워크 모델러의 설계 및 구현)

  • Lee, Chang-Mog;Yoo, Cheol-Jung;Chang, Ok-Bae;Lee, Sang-Duck
    • Journal of KIISE:Computing Practices and Letters
    • /
    • v.7 no.1
    • /
    • pp.63-76
    • /
    • 2001
  • As reusability becomes recognized more importantly, with the introduction of ObjectOriented Programming Languages, developers not only want to reduce development duration, but also to develop a proper system robustly and safely by renovating the Hot Spot in order to reuse the existing framework. When we perform these works, we need the development environment which is the Rapid Application Development tool, and the RAD tools provide us with the convenient development environment. The need of RAD tools is recognized by every Object-Oriented programmer, and many business enterprises are developing them. In this paper, we will present a design and implementation of module-based modeler as a method for developing technique to constmct user-driven Intranet environment for the generation of the program based on the framework. The framework modeler used Java language that is independent on platform, and applied the technique of OMT editor that provides the UML notation partially. Additionally, The modeler also includes the notations that are not supported in OMT editor. In addition to this characteristic, it is structured to develop system consistently with applying the Agent pattern, which is a design pattern suggested by ourselves, to send messages occurred between various Views. The existing MVC(Model-View-Controller) architecture does not have this function. Thus, this tool has a flexibility when user's requirements are changed, or functions are extended.

  • PDF

Telepointing for Synchronous Co-Authoring and Presentation (동기적 공동저작 및 프리젠테이션을 위한 텔리포인팅)

  • 전재우;오삼권
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 1998.10c
    • /
    • pp.279-281
    • /
    • 1998
  • CSCW는 지리적으로 분산된 작업자 간의 효율적인 의사소통을 위해 화상회의, 채팅(chatting), 화이트 보드(white board), 그리고 텔리포인팅(telepointing)과 같은 기능들을 제공한다. 이 중 텔리포인팅은 지역 시스템(local system)의 공유 윈도우(shard window)에서 텔리포인터(telepointer)를 통해 발생한 이벤트를 원격지 시스템(remote System)의 공유 윈도우에서 나타낼 수 있도록 하는 기능을 제공함으로써 작업자 간의 보다 효율적인 의사소통을 가능하게 한다. 이러한 의사소통 기능으로써의 텔리포인팅은 원격진료, 공동작업 플랫폼에 관한 연구에서 응용된 바 있으나 공동저작을 위한 텔리포인팅 기능에 관한 연구 및 이를 공동저작 관리 시스템 구조에 관한 연구가 미흡하다. 공동제작에서의 텔리포인팅은 저작자 간의 의사소통을 위한 기능 뿐만 아니라 동기적 공동저작과 동기적 프리젠테이션을 위한 기능으로써 응용될 수 있어야 한다. 이를 위해 공동저작 관리 시스템은 저작자 그룹인 세션(session) 단위로 텔리포인터에 대한 권한 관리와 텔리포인팅을 통한 공유객체 엑세스(access) 기능을 제공해야 한다. 또한 텔리포인팅 구조(telepointing architecture)는 텔리포인팅 이벤트의 멀티캐스팅(multicasting) 및 동기화(synchronization)를 위해 중앙에서 이벤트를 조정하는 텔리포인팅 조정 에이전트 (telepointing coordination agent)와 각 저작자의 지역 시스템에 존재하며 공유 윈도우로부터 지역 이벤트(local event)를 인식하고 텔리포인팅 이벤트를 공유 윈도우에 알리는 텔리포인팅 지역 에이전트(telepointing local agent)로 구성되어야 한다. 본 논문은 공동저작을 위한 텔리포인팅의 기능들과 이를 위한 공동저작 관리 시스템 구조를 설명하고 텔리포인팅 구조를 제시한다.cid 함량이 가장 많이 용출된 분획은 sodium hydroxide 부분으로서 hemicellulose구조가 polyuronic acid의 형태인 것으로 사료된다. 추출획분의 구성단당은 여러 곡물연구의 보고와 유사하게 glucose, arabinose, xylose 함량이 대체로 높게 나타났다. 점미가 수가용성분에서 goucose대비 용출함량이 고르게 나타나는 경향을 보였고 흑미는 알칼리가용분에서 glucose가 상당량(0.68%) 포함되고 있음을 보여주었고 arabinose(0.68%), xylose(0.05%)도 다른 종류에 비해서 다량 함유한 것으로 나타났다. 흑미는 총식이섬유 함량이 높고 pectic substances, hemicellulose, uronic acid 함량이 높아서 콜레스테롤 저하 등의 효과가 기대되며 고섬유식품으로서 조리 특성 연구가 필요한 것으로 사료된다.리하였다. 얻어진 소견(所見)은 다음과 같았다. 1. 모년령(母年齡), 임신회수(姙娠回數), 임신기간(姙娠其間), 출산시체중등(出産時體重等)의 제요인(諸要因)은 주산기사망(周産基死亡)에 대(對)하여 통계적(統計的)으로 유의(有意)한 영향을 미치고 있어 $25{\sim}29$세(歲)의 연령군에서, 2번째 임신과 2번째의 출산에서 그리고 만삭의 임신 기간에, 출산시체중(出産時體重) $3.50{\sim}3.99kg$사이의 아이에서 그 주산기사망률(周産基死亡率)이 각각 가장 낮았다. 2. 사산(死産)과 초생아사망(初生兒死亡)을 구분(區分)하여 고려해 볼때 사산(死産)은 모성(母性)의 임신력(姙娠歷)과 매우 밀접한 관련이 있는 것으로 사료(思料)되었고 초생아사망(初生兒死亡)은 미숙아(未熟兒)와 이에 관련된 병발이 거의 결정적(決定的) 원인(原因)이 된다고 사료(思料)되었다. 3. 주산기사망률(周産基死亡率)을 감소시키는 관점(觀點)에서의 모자보건사업(母子保健事業)은 미숙아방지책(未熟兒防止策

  • PDF

A Study on the Eco-Friendly Durable Pre-Painting for Concrete Structure (콘크리트 구조물의 친환경 내구성 도장에 관한 기초 연구)

  • Jo, Byung Wan;Choi, Ji Sun;Lee, Seong Won
    • Journal of the Korea institute for structural maintenance and inspection
    • /
    • v.17 no.2
    • /
    • pp.110-116
    • /
    • 2013
  • A concrete structure has become bigger and higher because of development of construction technology and a change in construction environment. Also it tends to focus on repairing, reinforcement and exterior in harmony with environment for structure maintenance and performance improvement. The research is about eco friendly durable painting applicable to concrete structure using civil and architecture. it purpose to improve external beauties and durable problems due to flexibility by variation of temperature, adhesion of exterior wall, crack and delamination in existing organic and mineral painting. For those problems, we made a eco friendly pre-paint that is made with preliminary treatment mixture as a highly enriched waterproof agent and adhesive increasing agent in preprocessing mixture. Then we performed an experiment on durability of prevention neutralization of concrete, durability abrasion, hiding power, adhesion, temperature resistance and resistance to chemical attack. The result of an experiment shows that hiding power is over 0.96 in standard test, durability abrasion test got higher value 1mg than water paint 75mg and tensile strength is 6 times higher than standard waterproof specification.

Effect of Foaming Agent Content on the Apparent Density and Compressive Strength of Lightweight Geopolymers (발포제 함량에 따른 경량 다공성 지오폴리머의 밀도와 강도 특성)

  • Lee, Sujeong;An, Eung-Mo;Cho, Young-Hoon
    • Journal of the Korean Recycled Construction Resources Institute
    • /
    • v.4 no.4
    • /
    • pp.363-370
    • /
    • 2016
  • Lightweight geopolymers are more readily produced and give higher fire resistant performance than foam cement concrete. Lowering the density of solid geopolymers can be achieved by inducing chemical reactions that entrain gases to foam the geopolymer structure. This paper reports on the effects of adding different concentrations of aluminum powder on the properties of cellular structured geopolymers. The apparent density of lightweight geopolymers has a range from 0.7 to $1.2g/m^3$ with 0.025, 0.05 and 0.10 wt% of a foaming agent concentration, which corresponds to about 37~60 % of the apparent density, $1.96g/cm^3$, of solid geopolymers. The compressive strength of cellular structured geopolymers decreased to 6~18 % of the compressive strength, 45 MPa of solid geopolymers. The microstructure of geopolymers gel was equivalent for both solid and cellular structured geopolymers. The workability of geopolymers with polyprophylene fibers needs to be improved as in fiber-reinforced cement concrete. The lightweight geopolymers could be used as indoor wall tile or board due to fire resistance and incombustibility of geopolymers.