• 제목/요약/키워드: knowledge production system

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An Expert System for Estimation of Fatigue Properties of Metallic Materials using Simple Tensile Data (금속재료의 피로특성 추정을 위한 전문가시스템)

  • Jeon, Woo-Soo;Song, Ji-Ho
    • Proceedings of the KSME Conference
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    • 2003.04a
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    • pp.195-200
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    • 2003
  • An expert system for estimation of fatigue properties from simple tensile data of material is developed, considering nearly all important estimation methods proposed so far, i.e., 7 estimation methods. The expert system is developed using an expert system shell, UNIK, and the knowledge base is constructed with production rules and frames. Forward chaining is employed as a reasoning method. The expert system has three major functions including the function to update the knowledge base. The performance of the expert system is tested using the 54 ${\sigma}-N$ curves consisting of 381 ${\sigma}-N$ data points obtained for 22 materials. It is found that the expert system developed has excellent performance especially for steel materials, and reasonably good for titanium alloys.

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A Method for Estimation of Fatigue Properties from Hardness of Materials through Construction of Expert System (전문가시스템 구축을 통한 경도로부터의 재료의 피로특성 추정방법)

  • Jeon, Woo-Soo;Song, Ji-Ho
    • Proceedings of the KSME Conference
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    • 2001.06a
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    • pp.114-119
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    • 2001
  • An expert system for estimation of fatigue properties from simple tensile data of material is developed, considering nearly all important estimation methods proposed so far, i.e., 7 estimation methods. The expert system is developed to utilize for the case of only hardness data available. The knowledge base is constructed with production rules and frames using an expert system shell, UNIK. Forward chaining is employed as a reasoning method. The expert system has three major functions including the function to update the knowledge base. The performance of the expert system is tested using the 54 $\varepsilon$-N curves consisting of 381 $\varepsilon$-N data points obtained for 22 materials. It is found that the expert system developed has excellent performance especially for steel materials, and reasonably good for aluminum alloys.

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The Characteristics of Structural Charge in Knowledge Network of Korean Manufacturing (한국 제조업의 지식 네트워크의 구조적 변화의 특성)

  • 김문수;오형식;박용태
    • Proceedings of the Technology Innovation Conference
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    • 1997.12a
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    • pp.133-158
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    • 1997
  • This paper analyzes the characteristics of technological knowledge flow-structure of Korean manufacturing in dynamic perspective. In doing that, the concept of the knowledge network is introduced which is defined as a set of industries and their interaction(knowledge flow) or linkage. The analysis of the inter-industrial knowledge flows is based on the technological similarity by using R&D researchers'academic background in the year of 1984, 1987, 1990. The analysis is carried out by such methodology as network analysis, indicator analysis and simple statistical analysis. And the final results are drawn both in absolute terms(dimension effect) and in relative terms (proportion effect) respectively. The main findings are as follow. First, the Korean manufacturing knowledge network appears to strengthen existing inter-industrial knowledge linkages rather than to construct new linkages. Second, the network seems to form a dualistic structure in that some high-technology sectors (knowledge production sectors) emerge along with traditional sectors (knowledge absorbing sectors). Third, since the mid-1980s, an inter-industrial fusion is witnessed among technologically intensive sectors, indicating that some sophisticated innovation modes are emerging in Korean manufacturing system.

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LIfe Cycle Assessment(LCA) for Calculation of the Carbon Emission Amount of Organic Farming Material -With Oyster-shell, Expanded Rice Hull, Bordeaux Mixture Liquid- (유기농자재의 탄소배출량 산정을 위한 전과정평가(LCA) -패화석, 팽연왕겨, 보르도액을 중심으로-)

  • Yoon, Sung-Yee;Yang, Dong-Wook
    • Korean Journal of Organic Agriculture
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    • v.20 no.4
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    • pp.475-490
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    • 2012
  • Since 1997, Korean Ministry of Knowledge Economy and Ministry of Environment have established data on some 400 basic raw and subsidiary materials and process like energy, petro-chemical, steel, cement, glass, paper, construction materials, transportation, recycling and disposal etc by initiating establishment of LCI database. Regarding agriculture, Rural Development Administration has conducted establishment of LCI database for major farm products like rice, barley, beans, cabbage and radish etc from 2009, and released that they would establish LCI database for 50 items until 2020 later on. The domestic LCI database for seeds, seedling, agrochemical, inorganic, fertilizer and organic fertilizer etc is only at initial stage of establishment, so overseas LCI databases are brought and being used. However, since the domestic and overseas natural environments differ, they fall behind in reliability. Therefore, this study has the purpose to select organic farming materials, survey the production process for various types of organic farming materials and establish LCI database for the effects of greenhouse gas emitted by each crop during the process. As for selecting methods, in this study organic farming materials were selected in the method of direct observation of material and bottom-up method a survey method with focus on the organic farming materials admitted into rice production. For the basic unit of carbon emission amount by the production of 1kg of organic farming material, the software PASS 4.1.1 developed by Korea Accreditation Board under Ministry of Knowledge Economy was used. The study had the goal to ultimately provide basic unit to calculate carbon emission amount in executing many institutions like goal management system and carbon performance display system etc in agricultural sector to be conducted later on. As a result, emission basic units per 1kg of production were calculated to be 0.04968kg-$CO_2$ for oystershells, 0.004692kg-$CO_2$ for expanded rice hull, and 1.029kg-$CO_2$ for bordeaux mixture liquid.

A Study on the Development of Expert System for Pneumatic Vacuum Equipment Design (공압 진공장치 설계를 위한 전문가 시스템 개발에 관한 연구)

  • 신흥열;김준식;이재원
    • Journal of the Korean Society for Precision Engineering
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    • v.14 no.4
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    • pp.15-21
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    • 1997
  • Pneumatics is widly used in the industrial implementation, in the operation of air-powered actuators and the control devices needed in their operation. However, there are many empirical factors in pneumatics design, it might cause excessive design of pneumatic components. For that reason, we developed VDES(Vacuum Design Expert System) for the economic design of pneumatic vacuum equipment. VDES is achieved with CLIPS(C Language Integrated Production System) and knowledge base that contains a number of facts and rules for pneumatic vacuum design. Forward chaining and depth first search technique are used in this system. Appling VDES to the actual field, this system is verified to be a good efficiency and could be applied to the field of pneumatic vacuum equipment design.

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A Study on Development of Expert System for Collision Avoidance and Navigation(I): Basic Design

  • Jeong, Tae-Gwoen;Chen, Chao
    • Journal of Navigation and Port Research
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    • v.32 no.7
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    • pp.529-535
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    • 2008
  • As a method to reduce collision accidents of ships at sea, this paper suggests an expert system for collision avoidance and navigation (hereafter "ESCAN"). The ESCAN is designed and developed by using the theory and technology of expert system and based on the information provided by AIS and RADAR/ARPA system. In this paper the ESCAN is composed of four(4) components; Facts/Data Base in charge of preserving data from navigational equipment, Knowledge Base storing production rules of the ESCAN, Inference Engine deciding which rules are satisfied by facts or objects, User System Interface for communication between users and ESCAN. The ESCAN has the function of real--time analysis and judgment of various encountering situations between own ship and targets, and is to provide navigators with appropriate plans of collision avoidance and additional advice and recommendation This paper, as a basic study, is to introduce the basic design and function of ESCAN.

A Study on the OKITPN (Object & Knowledge- based Interval Timed Petri-Net) for AMS (Agile Manufacturing System) Modeling (민첩생산시스템 모델링을 위한 OKITPN의 이론적 고찰)

  • 양광모;박재현;강경식
    • Proceedings of the Safety Management and Science Conference
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    • 2003.05a
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    • pp.299-304
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    • 2003
  • Manufacturing companies must possess a new type of production system with characteristics of reconfigurability, reusability and scalability (Dove 1995), i.e. an agile manufacturing system. Such system will allow flexibility not only in producing a variety of part, but also in changing the system itself, which is a difference form flexible manufacturing systems. A fundamental early step in the reconfiguring process for agile manufacturing system is to develop a model that adequately describes the proposed systems, in order to be able to study and evaluate the impact of the reconfiguring decision on the system performance, before its construction. Therefore, in this paper, an Object & Knowledge-based Interval Timed Petri-Net (OKITPN) approach is proposed.

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Evaluation of Regional Knowledge Innovation System in China: An Economic Framework Based on Dynamic Slacks-based Approach

  • CHIU, Sheng-Hsiung;LIN, Tzu-Yu
    • The Journal of Asian Finance, Economics and Business
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    • v.6 no.3
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    • pp.141-149
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    • 2019
  • The paper proposes a knowledge innovation performance model by the dynamic data envelopment analysis with slacks-based measure approach for evaluating the effectiveness of 30 regional knowledge innovation activities in China from 2010 to 2016. In recent years, China has paid more attention to knowledge innovation activities, as central and local governments have pushed on with their innovation projects by lots of investment whatever the difficulties may be. Decision-maker is usually interested in judge its knowledge innovation performance relative to target benchmark by exploring whether one provincial administration region performs better among others and/or if the growth of economy will be benefited greatly by the knowledge innovation activities. To acquire the managerial insight about this issue from a comprehensively designed performance evaluation model, knowledge innovation activity is conceptualized as an intertemporal production process. Invention patent and regional gross product are imposed on desirable outputs, highlighting the need for knowledge economy. The empirical result shows that knowledge innovation has a positive effect on economic development. At the same time, decision-maker should be interest in the economic effect of patents' type and quality. The government should then encourage new technical applications with greater commercial value from a market-oriented perspective, in order to benefit the most from the innovation process in the short-run.

A study on the Implementation for the effective Digital Library System (효율적인 전자도서관 체제 구축을 위한 연구)

  • 류범종;강무영;조영화
    • Proceedings of the Korea Technology Innovation Society Conference
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    • 1998.05a
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    • pp.3-3
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    • 1998
  • Digital library system is an area of multimedia data production system which can differentiate itself from the traditional libraries. While the major role of the traditional libraries is servicing the customers, digital library system is a total system which produces new-formatted knowledge from the existing and new information, and servicing the knowledge to the customers. Thus digital library system must incorporate open and standardized document formats such as SGML, and make the knowledge shareable among the other digital library systems. In order to do show the efficient implementation for the effective digital library system, a technical alternative will be introduced as performing the Digital Library Pilot project.

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Load Forecasting for Special Days Using Knowledge Base (지식기반을 이용한 특수일의 수요예측)

  • Cho, Sung-Woo;Hwang, Kab-Ju
    • Proceedings of the KIEE Conference
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    • 1996.07b
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    • pp.698-700
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    • 1996
  • A knowledge based forecasting system for special days has been developed for the economic and secure operation of electric power system. If-then production rules has been adopted in this system to be used in various environmental conditions. Graphic user interfaces enables a user to access easily to the system. The simulation based on the historical data have shown that the forecasting result was improved remarkably when compared to the results from the conventional statistical methods. The forecasting results can be used for power system operational planning to improve security and economy of the power system.

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