• Title/Summary/Keyword: rule base system

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Adaptive Sensing based on Fuzzy System for Ubiquitous Sensor Networks (유비쿼터스 센서네트워크를 위한 퍼지시스템 기반 적응형 센싱)

  • Mateo, Romeo Mark A.;Lee, Jae-Wan
    • Journal of Internet Computing and Services
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    • v.9 no.3
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    • pp.51-58
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    • 2008
  • Wireless sensor networks are used by various application areas to implement smart data processing and ubiquitous system. In the recent research of parking management system based on wireless sensor networks, adaptive sensing and efficient data processing are not considered. The effectiveness of implementing these distributed computing devices affects the performance of the applications in parking management. This paper proposes an adaptive sensing using fuzzy wireless sensor for the ubiquitous networks of parking management system. The fuzzy inference system is encoded in the sensor for efficient car presence detection. Moreover, a rule base adaptive module is proposed which wirelessly transmit the new values to each sensor for adapting the environment of car park area. The result of experiments shows that the fuzzy wireless sensor provides more throughputs and less time delays compared to a normal method of data gathering by wireless sensors.

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Implementation of Augmentative and Alternative Communication System Using Image Dictionary and Verbal based Sentence Generation Rule (이미지 사전과 동사기반 문장 생성 규칙을 활용한 보완대체 의사소통 시스템 구현)

  • Ryu, Je;Han, Kwang-Rok
    • The KIPS Transactions:PartB
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    • v.13B no.5 s.108
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    • pp.569-578
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    • 2006
  • The present study implemented AAC(Augmentative and Alternative Communication) system using images that speech defectives can easily understand. In particular, the implementation was focused on the portability and mobility of the AAC system as well as communication system of a more flexible form. For mobility and portability, we implemented a system operable in mobile devices such as PDA so that speech defectives can communicate as food as ordinary People at any Place using the system Moreover, in order to overcome the limitation of storage space for a large volume of image data, we implemented the AAC system in client/server structure in mobile environment. What is more, for more flexible communication, we built an image dictionary by taking verbs as the base and sub-categorizing nouns according to their corresponding verbs, and regularized the types of sentences generated according to the type of verb, centering on verbs that play the most important role in composing a sentence.

Auto Temperature-Controlled System using Adaptive Fuzzy Controller for Gas Furnace (적응 퍼지 제어를 이용한 가스로 자동온도조절 시스템)

  • Kwon Hyeog-Soong;Kim Seon-Jong
    • Journal of the Institute of Convergence Signal Processing
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    • v.7 no.3
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    • pp.149-154
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    • 2006
  • In this paper, for auto temperature-controlled, we developed a system that an adaptive fuzzy controller using fuzzy control rule base, fuzzy variable and fuzzy inference can get same results as an expert of temperature -controlled gas furnace system by experience and obtained a good result by experiment. It's results showed that temperature error is less than ${\pm}2^{\circ}C$ and widely used in the area of industrial fields. For measurement of error rate of sintered ceramic products between the manual system and the proposed system, we tested two times sample A and B respectively. We verified the improvement of error rate was mean 50.5% and 48.4% for each sample A and B. Through the experiments, we confirmed that it has very superior performance compared with the conventional gas furnace system by manual.

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A Study on the Efficiency of Import-Export Logistics through Advance Presentation of Vessel Manifest (해상적하목록 사전제출을 통한 수출입물류 효율화 방안에 관한 연구)

  • Kim, Yong-Jin;Seo, Dong-Gyun
    • Journal of Korea Port Economic Association
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    • v.27 no.2
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    • pp.275-296
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    • 2011
  • The purpose of this study was to examine ways of ensuring the efficiency and stability of import-export logistics in our country by introducing an advance presentation system of vessel manifest. This advance presentation system of vessel manifest has already been introduced in the United States, the EU and China whom our country has actively traded with, and the reinforcement of logistics security is a global trend. Under the circumstances, the introduction of the advance presentation system of vessel manifest is required to assist exporters to properly respond to changing trade practices as early as possible, and it's also necessary to exercise stricter control over an import criminal cargo. Our country should urgently introduce the advance presentation system of vessel manifest that is up to global standard, and the establishment of an internet based manifest consolidation and presentation system and the introduction of an export inspection system of port of loading are requested as well. If all the systems are introduced and work properly, that will make a great contribution to the efficiency of import-export logistics in our country.

Rule Models for the Integrated Design of Knowledge Acquisition, Reasoning, and Knowledge Refinement (지식획득, 추론, 지식정제의 통합적 설계를 위한 규칙모델의 구축)

  • Lee, Gye-Sung
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.7
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    • pp.1781-1791
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    • 1996
  • A number of research issues such as knowledge acquisition, inferencing techniques, and knowledge refinement methodologies have been involved in the development of expert systems. Since each issue is considered very com- plicated, there has been little effort to take all the issues into account collectively at once. However, knowledge acquisition and inferencing are closely reated because the knowledge is extracted by human experts from the inferencing process for solving a specific task or problem. Knowledge refinement is also accomplished by hand-ling problems caused during the inferencing process of the system due to incompleteness and inconsistency of the knowledge base. From this perspecitive, we present a method by which software platform is established in which those issues are integrated in the development of expert systems, especially in the domain where the domain models and concepts are hard to be constructed because of inherent fuzziness of the domain. We apply a machine learning technique,technique, conceptual clustering,to build a knowledge base and rual models by which an efficient inferencing,incermental knp\owledge acquisition and refinment are possible.

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Accuracy of combination rules and individual effect correlation: MDOF vs SDOF systems

  • Reyes-Salazar, Alfredo;Valenzuela-Beltran, Federico;de, Leon-Escobedo, David;Bojorquez, Eden;Lopez-Barraza, Arturo
    • Steel and Composite Structures
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    • v.12 no.4
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    • pp.353-379
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    • 2012
  • The accuracy of the 30% and SRSS rules, commonly used to estimate the combined response of structures, and some related issues, are studied. For complex systems and earthquake loading, the principal components give the maximum seismic response. Both rules underestimate the axial load by about 10% and the COV of the underestimation is about 20%. Both rules overestimate the base shear by about 10%. The uncertainty in the estimation is much larger for axial load than for base shear, and, for axial load, it is much larger for inelastic than for elastic behavior. The effect of individual components may be highly correlated, not only for normal components, but also for totally uncorrelated components. The rules are not always inaccurate for large values of correlation coefficients of the individual effects, and small values of such coefficients are not always related to an accurate estimation of the response. Only for perfectly uncorrelated harmonic excitations and elastic analysis of SDOF systems, the individual effects of the components are uncorrelated and the rules accurately estimate the combined response. In the general case, the level of underestimation or overestimation depends on the degree of correlation of the components, the type of structural system, the response parameter, the location of the structural member and the level of structural deformation. The codes should be more specific regarding the application of these rules. If the percentage rule is used for MDOF systems and earthquake loading, at least a value of 45% should be used for the combination factor.

A Study on the Operation Aid Expert System for Activated Sludge Process (활성슬러지 공정에서의 조업지원용 전문가 시스템에 관한 연구)

  • Cho, Wook-Sang;Lee, Jin-Woo;Park, Sang-Jin;Won, Jong-Sik;Kim, Sang-Wook
    • Applied Chemistry for Engineering
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    • v.7 no.2
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    • pp.371-378
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    • 1996
  • A prototype of expert system which can support the operation for the municipal waste water treatment plant located at Kyoung-Ki Do, Kwang-ju Kun was developed and tested. This system provides (i) tracking the cause of the problem, (ii) analysis, and (iii) solution Knowledge-base consists of about 100 production-rules for the biological wastewater process, such as bio-reactor and final clarifier. Rules were obtained from the analysis of the problems such as sludge bulking. The system provides stable process control and management and effectively helps inexperienced operators with advanced and standard technologies. Future works will focus to develop a statistical process control model and associate with expert system. The control model can process the operation data statistically; analyze the relationship between affecting factors and control variables; and provide optimum operation parameters.

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Self-Organizing Fuzzy Modeling Using Creation of Clusters (클러스터 생성을 이용한 자기구성 퍼지 모델링)

  • Koh, Taek-Beom
    • Journal of the Korean Institute of Intelligent Systems
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    • v.12 no.4
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    • pp.334-340
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    • 2002
  • This paper proposes a self-organizing fuzzy modeling which can create a new hyperplane-shaped cluster by applying multiple regression to input/output data with relatively large fuzzy entropy, add the new cluster to fuzzy rule base and adjust parameters of the fuzzy model in repetition. Tn the coarse tuning, weighted recursive least squared algorithm and fuzzy C-regression model clustering are used and in the fine tuning, gradient descent algorithm is used to adjust parameters of the fuzzy model precisely And learning rates are optimized by utilizing meiosis-genetic algorithm. To check the effectiveness and feasibility of the suggested algorithm, four representative examples for system identification are examined and the performance of the identified fuzzy model is demonstrated in comparison with that of the conventional fuzzy models.

A introductory study of prohibition agaist using similar terms (유사명칭 사용 금지론에 관한 서설적 연구)

  • 이항구
    • Journal of Applied Tourism Food and Beverage Management and Research
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    • v.9
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    • pp.7-13
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    • 1998
  • It is stipulated in Article 22, Paragraph 3 of Tourism Promotion Law that those who do not work for tourism can not use trade name including "Kwan Kwang" or terms similar with it, and even signs with Kwan Kwang or terms similar with it at a business establishment. The stipulation is, however, away from a reality. It only has a sort of apparent meaning even though it is the positive law. However, times are changed and are changing. A rule should reflect the stipulation suitable for contemporary culture. A term, restructuring, exists in the law related to tourism which is connected with tourist industry. In other words, there are many assumed stipulations away from the practical aspect, because of wrong systems. However, what does the restructuring mean in the law related to tourism\ulcorner The thing is to make new system or base appropriate to the present situation, and to study improvement ordinances in Article 12 of Tourism Promotion Law and stipulations for those. In order to do these, the contents of Tourism Promotion Law from Article 1 to 60 and stipulations of law related to tourism law should be studied. In doing so, limited paper could not cover all.cover all.

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Automated Design of Forward Extrusion Die by AutoLISP Language (AutoLISP을 이용한 전방압출 금형의 자동설계 연구)

  • 김종호;류호연;홍기곤
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.04a
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    • pp.584-588
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    • 1997
  • Lots of forginfs used in automobile and aerospce industries are made in hot or cold working conditions, depending on the size and shape of a product. Usually the die design for new items has been first made on the basis of experiences and many know-hows accumulated in the company and then slightly modified through trial and error method to get the desired forgings without defects. Most of drawings at the die design stage have been manually drawn, butrecently some of forging companies have begun to apply a computer-aided drafting technique to the die design for reducing drafting time as well as repeatedly utilizing standardized parts form registerd data base. In this paper the automated die design technique for forward extrusion of axisymmetric forgings is developed by using AutoLISP language. For this study the representative die system is determined form the investigation of several types of forging dies being currently employed in the metal forming field and the design rules for cold extrusion die are summarized and programmed on a personal computer. A few design examples of forward extrusion die are given and discusses.

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