• Title/Summary/Keyword: Engineering-based

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Accurate Metabolic Flux Analysis through Data Reconciliation of Isotope Balance-Based Data

  • Kim Tae-Yong;Lee Sang-Yup
    • Journal of Microbiology and Biotechnology
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    • v.16 no.7
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    • pp.1139-1143
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    • 2006
  • Various techniques and strategies have been developed for the identification of intracellular metabolic conditions, and among them, isotope balance-based flux analysis with gas chromatography/mass spectrometry (GC/ MS) has recently become popular. Even though isotope balance-based flux analysis allows a more accurate estimation of intracellular fluxes, its application has been restricted to relatively small metabolic systems because of the limited number of measurable metabolites. In this paper, a strategy for incorporating isotope balance-based flux data obtained for a small network into metabolic flux analysis was examined as a feasible alternative allowing more accurate quantification of intracellular flux distribution in a large metabolic system. To impose GC/MS based data into a large metabolic network and obtain optimum flux distribution profile, data reconciliation procedure was applied. As a result, metabolic flux values of 308 intracellular reactions could be estimated from 29 GC/ MS based fluxes with higher accuracy.

Multi-point displacement monitoring of bridges using a vision-based approach

  • Ye, X.W.;Yi, Ting-Hua;Dong, C.Z.;Liu, T.;Bai, H.
    • Wind and Structures
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    • v.20 no.2
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    • pp.315-326
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    • 2015
  • To overcome the drawbacks of the traditional contact-type sensor for structural displacement measurement, the vision-based technology with the aid of the digital image processing algorithm has received increasing concerns from the community of structural health monitoring (SHM). The advanced vision-based system has been widely used to measure the structural displacement of civil engineering structures due to its overwhelming merits of non-contact, long-distance, and high-resolution. However, seldom currently-available vision-based systems are capable of realizing the synchronous structural displacement measurement for multiple points on the investigated structure. In this paper, the method for vision-based multi-point structural displacement measurement is presented. A series of moving loading experiments on a scale arch bridge model are carried out to validate the accuracy and reliability of the vision-based system for multi-point structural displacement measurement. The structural displacements of five points on the bridge deck are measured by the vision-based system and compared with those obtained by the linear variable differential transformer (LVDT). The comparative study demonstrates that the vision-based system is deemed to be an effective and reliable means for multi-point structural displacement measurement.

Hexagon-Based Q-Learning Algorithm and Applications

  • Yang, Hyun-Chang;Kim, Ho-Duck;Yoon, Han-Ul;Jang, In-Hun;Sim, Kwee-Bo
    • International Journal of Control, Automation, and Systems
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    • v.5 no.5
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    • pp.570-576
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    • 2007
  • This paper presents a hexagon-based Q-leaning algorithm to find a hidden targer object with multiple robots. An experimental environment was designed with five small mobile robots, obstacles, and a target object. Robots went in search of a target object while navigating in a hallway where obstacles were strategically placed. This experiment employed two control algorithms: an area-based action making (ABAM) process to determine the next action of the robots and hexagon-based Q-learning to enhance the area-based action making process.

A Study on the Development of Robust Fault Diagnostic System Based on Neuro-Fuzzy Scheme

  • Kim, Sung-Ho;Lee, S-Sang-Yoon
    • Transactions on Control, Automation and Systems Engineering
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    • v.1 no.1
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    • pp.54-61
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    • 1999
  • FCM(Fuzzy Cognitive Map) is proposed for representing causal reasoning. Its structure allows systematic causal reasoning through a forward inference. By using the FCM, authors have proposed FCM-based fault diagnostic algorithm. However, it can offer multiple interpretations for a single fault. In process engineering, as experience accumulated, some form of quantitative process knowledge is available. If this information can be integrated into the FCM-based fault diagnosis, the diagnostic resolution can be further improved. The purpose of this paper is to propose an enhanced FCM-based fault diagnostic scheme. Firstly, the membership function of fuzzy set theory is used to integrate quantitative knowledge into the FCM-based diagnostic scheme. Secondly, modified TAM recall procedure is proposed. Considering that the integration of quantitative knowledge into FCM-based diagnosis requires a great deal of engineering efforts, thirdly, an automated procedure for fusing the quantitative knowledge into FCM-based diagnosis is proposed by utilizing self-learning feature of neural network. Finally, the proposed diagnostic scheme has been tested by simulation on the two-tank system.

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Association of Program Outcomes and Competency Units for Curriculum Development of NCS Based Engineering Education Accreditation (NCS기반 공학교육인증 교육과정 개발을 위한 학습성과와 능력단위의 연관 기법)

  • Park, Kyung-hwan
    • Journal of Engineering Education Research
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    • v.23 no.3
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    • pp.59-65
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    • 2020
  • This paper introduces the association method for the program outcomes of engineering education accreditation and the competency units of National Competency Standards(NCS). This association method can be used to efficiently develop an engineering curriculum that is based on both of the NCS and the engineering education accreditation. The association method consists of an analysis phase, an association phase and a checking phase. We also deals with the curriculum development procedure that uses the proposed association of program outcomes and competency units. Also, we provide the application of this method to the computer engineering program for NCS-based engineering education accreditation. Thus we can systematically and efficiently develop curriculums for the NCS-based engineering education accreditation by using the proposed method.

Performance Based Design of Passive Fire Protection Using Consequence Analysis (사고 영향 분석을 이용한 성능위주의 내화설계)

  • Han, Dong-Hoon;Lee, Jong-Ho
    • Journal of the Korean Society of Safety
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    • v.19 no.1
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    • pp.102-107
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    • 2004
  • Performance based design is a recent evolutionary step in the process of designing fire protection systems. In essence, it is a logical design process resulting in a solution that achieves a specified performance. Sometimes the prescriptive solutions presented in various codes and standards are too expensive or inflexible. Often the solutions do not and enables optimization of a solution for cost and function. In this study, performance based design was carried out to determine the extent of passive fire protection for oil terminal facilities. The results of performance based design were compared with those of prescriptive code based design. Performance based design is not always more economic than prescriptive code based design but provides more reliable and effective design that is fit for the purpose.

Development of Knowledge Process-based Product Development Engineering Collaboration System (II) : Process-based Application System (지식 프로세스 기반의 제품개발 엔지니어링 협업시스템 (II): 프로세스 기반 응용시스템)

  • Park J.H.;Kim S.J.;Park K.H.;Jang Y.H.
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2006.05a
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    • pp.599-600
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    • 2006
  • In order to promptly cope with the various requirements of consumers, the environment of product development is being globalized in manufacturing industrials. For this reason, it is necessary to build up an efficient collaborative system for communication between remote area designers. Specially, while Internet and information technologies were merged with the manufacturing or business process, the research for collaborative system has become an important issue. Therefore, we propose a Web-based Engineering Collaboration Framework using SPS(SharePoint Portal Server) which is an enterprise business solution that integrates information from various system into one solution through single sign-on and enterprise application integration capabilities, with flexible deployment options and management tool. Through a Web-based Engineering Collaboration Framework, designers can share knowledge assets and have a remote conference with others via web.

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Cellulose-based Nanocrystals: Sources and Applications via Agricultural Byproducts

  • Seo, Yu-Ri;Kim, Jin-Woo;Hoon, Seonwoo;Kim, Jangho;Chung, Jong Hoon;Lim, Ki-Taek
    • Journal of Biosystems Engineering
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    • v.43 no.1
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    • pp.59-71
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    • 2018
  • Purpose: Cellulose nanocrystals (CNCs) are natural polymers that have been promoted as a next generation of new, sustainable materials. CNCs are invaluable as reinforcing materials for composites because they can impart improved mechanical, chemical, and thermal properties and they are biodegradable. The purpose of this review is to provide researchers with information that can assist in the application of CNCs extracted from waste agricultural byproducts (e.g. rice husks, corncobs, pineapple leaves). Methods & Results: This paper presents the unique characteristics of CNCs based on agricultural byproducts, and lists processing methods for manufacturing CNCs from agricultural byproducts. Various mechanical treatments (microfluidization and homogenization) and chemical treatments (alkali treatment, bleaching and hydrolysis) can be performed in order to generate nanocellulose. CNC-based composite properties and various applications are also discussed. Conclusions: CNC-based composites from agricultural byproducts can be combined to meet end-use applications such as sensors, batteries, films, food packaging, and 3D printing by utilizing their properties. The review discusses applications in food engineering, biological engineering, and cellulose-based hydrogels.

Engineering Change of Products Using Workflow Management Based on the Parameters Network (파라미터 네트워크 기반의 워크플로를 적용한 제품의 설계 변경)

  • Yang, Jeongsam;Goltz, Michael;Han, Soonhung
    • Journal of Korean Institute of Industrial Engineers
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    • v.29 no.2
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    • pp.157-164
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    • 2003
  • The amount of information increases rapidly when working in a distributed environment where multiple collaborative partners work together on a complex product. Today's PDM (product data management) systems provide good capabilities regarding the management of product data within a single company. However, taking into account the variety of systems used at partner sites in an engineering environment one can easily imagine problems regarding the interoperability and the data consistency. This paper presents a concept to improve the workflow management using the parameters network. It shows a parameter driven engineering workflow that is able to manage engineering task across company boarders. We introduce a mechanism of workflow management based on the engineering parameters and an architecture of the distributed workspace to apply it within a PDM system. For a parameter mapping between CAD and PDM system we developed an XML-based CATIA data interface module using CAA.

Automatic UML Design Extraction with Software Visualization based on Reverse Engineering

  • Jung, Se Jun;Kim, Janghwan;Lee, Won Young;Park, Bo Kyung;Son, Hyun Seung;Kim, R. Young Chul
    • International journal of advanced smart convergence
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    • v.10 no.3
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    • pp.89-96
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    • 2021
  • In various areas of the 4th industry, a big issue is software quality enhancement for stability and reliability of the smart software systems. After revising software promotion law at 2020, we must clearly define requirements and separate design parts and implementation parts of an all public software development contracts. In this study, we need to validate whether the final implementation of software is followed by the original design or not. To do this, we consider the design restoration through software visualization based on reverse engineering. Therefore we propose an UML design extraction and visualization method based on reverse engineering. Based on this, we may validate whether it is implemented according to the original design, and how much visualizes and includes the code the internal complexity for improvement of software quality.