• Title/Summary/Keyword: Case-Based System

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QUALITATIVE ANALYSIS OF AUTOTROPH-HERBIVORE SYSTEM WITH NUTRISENT DIFFUSION

  • Kim, S.
    • Journal of applied mathematics & informatics
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    • v.6 no.3
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    • pp.809-822
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    • 1999
  • We consider the mathematical model of a resource-based autotroph-herbivore system where diffusion of nutrient within the soil is taken into account. We have derived the conditions for the existence of steady-state to the system and studied the stability and instability of the patially homogeneous case. Then we have introduced the diffusion term to the system and studied the qualitative behabviour of the spatially inhomogeneous case. Finally we have discussed the salient features of the analytical results giving also the ecological interpretations.

International Harmonized Economic Assessment Study of a Ground Source Heat Pump System (국제 호환형 지열히트펌프 시스템 경제성 평가 연구)

  • Na, Sun-Ik;Kang, Eun-Chul;Lee, Euy-Joon
    • Journal of the Korean Society for Geothermal and Hydrothermal Energy
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    • v.10 no.1
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    • pp.7-13
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    • 2014
  • This study intends to analyse the economical aspect of a GSHP(Ground Source Heat Pump) system compared to the conventional system which is consisted with a boiler and a chiller. This study has simulated four systems in Incheon. It developed and analyzed for applications in a residential and an office building which was based on the hourly EPI(Energy Performance Index, $kWh/m^2yr$). Case 1 is utilizing a boiler and a chiller to meet heating and cooling demand of a house. Case 2 is utilizing the same conventional set up as Case 1 of a office. Case 3 is summation of Case 1(house) and 2(office) systems and loads. And Case 4 is utilizing a GSHP to meet the combined loads of the house and office. The method of the economic assessment has been based on IEA ECBCS Annex 54 Subtask-C SPB(Simple Payback) method. The SPB calculated the economic balanced year of the alternative system over the reference system. The SPB of the alternative systems (GSHP) with 10%, 30% and 50% initial incentive has been calculated as 9.38, 6.72 and 4.06 year respectively while the SPB without initial incentive of systems was 10.71 year.

Data analysis for facility maintenance based on BIM - Case studies of facility maintenance based on BIM and practical process - (BIM 기반 시설물 유지관리를 위한 데이터 정의 - BIM기반 시설물관리 사례와 프로세스 분석 -)

  • Kim, Do Young
    • Journal of KIBIM
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    • v.10 no.3
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    • pp.1-11
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    • 2020
  • The introduction of BIM technology is expanding not only in the field of design and construction, but also in the maintenance and use stage. In particular, researchers are looking to build a smart facility management system that integrates advanced IT technology and BIM. This study proposes the parts to be used and added to the BIM information, focusing on information generated and exchanged in the application case that is an issue during the current facility maintenance work by introducing the smart facility management technology and its use cases. The effectiveness of this proposal is compared with the scenario in which BIM-based facility safety management is applied and the current business scenario. In conclusion, the requirements for smart facility management are analyzed, and linkable parts between facility management tasks and BIM data that should be reflected in the facility management system are presented. In the maintenance phase, through the use case scenario, the facility management phase is subdivided according to the characteristics and contents of the work. In addition, information about the facilities required for each task is specified. Furthermore, it is examined whether BIM data and IT information can be linked with existing facility management systems. It is a process and guideline that can be provided to practitioners who want to introduce BIM and smart technology to facility management. It can define the required data items and levels according to the required information step by step based on the maintenance case.

The Construction Methodology of a Rule-based Expert System using CART-based Decision Tree Method (CART 알고리즘 기반의 의사결정트리 기법을 이용한 규칙기반 전문가 시스템 구축 방법론)

  • Ko, Yun-Seok
    • The Journal of the Korea institute of electronic communication sciences
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    • v.6 no.6
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    • pp.849-854
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    • 2011
  • To minimize the spreading effect from the events of the system, a rule-based expert system is very effective. However, because the events of the large-scale system are diverse and the load condition is very variable, it is very difficult to construct the rule-based expert system. To solve this problem, this paper studies a methodology which constructs a rule-based expert system by applying a CART(Classification and Regression Trees) algorithm based decision tree determination method to event case examples.

Development of Approximate Cost Estimation System Based on CBRT echnique; Applicability Study for Landfarming Soil Remedation Technology (사례기반추론을 이용한 개략비용 예측시스템 개발 - 토양경작법 정화비용사례를 중심으로 적용가능성 검토 -)

  • Kim, Sang-Tae;Shim, Jin-Ah;Kim, Heung-Rae
    • Korean Journal of Construction Engineering and Management
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    • v.17 no.1
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    • pp.3-9
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    • 2016
  • This study proposes a approximate cost estimation system based on Excel with VBA using weighted CBR(Case Based Reasoning). One characteristic of this system is that it generates the sheet automatically as many as the number of similar case and new estimation when it performs a case learning and a new estimate and cell formula is automatically entered into each sheet. User can be free to compose a combination of attribute factors because they can select up to ten attribute factors. This paper presents an applicability of estimation model for estimating the soil remediation cost when it use a landfarming method. When compared to a estimation model by using average unit cost and optimum multiple regression, this model shows a better result. This study was aimed at landfarming method, but it is expected that a cost estimation model using CBR will be more likely to apply in soil remediation technologies which various remediation technologies and pollutant species exist.

The method of making Rule Cases to build Rule-Based System (규칙기반시스템의 구축에 필요한 규칙 발생 기법)

  • Zheng, BaoWei;Yeo, Jeongmo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2010.04a
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    • pp.852-855
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    • 2010
  • Tree type of Rule Case will be processed by the method that provide practical Rule Case to Rule Engine that is made with procedural language beforehand, then the Rule Engine according to the condition of the special Rule Case to return result in current Rule-Based System. There are two disadvantages in the method; the first is according to specific business rule after construct the Rule Engine when the business rule changing the Rule Engine also must be changed. The second is when Rule have many conditions the Rule Engine will become very complex and the speed of processing Rule Case will become very slow. In this paper, we will propose a simplified algorithm that according to the theory of ID Tree to produce Rules which be used in Rule-Based System. The algorithm can not only produce Rules but also make sure of satisfying change of business rule by execute the algorithm. Because it is not necessary to make a Rule Engine, we will anticipate effect of increasing speed and reducing cost from Rule-Based System of applying the algorithm.

Improving Weighted k Nearest Neighbor Classification Through The Analytic Hierarchy Process Aiding

  • Park, Cheol-Soo;Ingoo Han
    • Proceedings of the Korea Database Society Conference
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    • 1999.06a
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    • pp.187-194
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    • 1999
  • Case-Based Reasoning(CBR) systems support ill structured decision-making. The measure of the success of a CBR system depends on its ability to retrieve the most relevant previous cases in support of the solution of a new case. One of the methodologies widely used in existing CBR systems to retrieve previous cases is that of the Nearest Neighbor(NN) matching function. The NN matching function is based on assumptions of the independence of attributes in previous case and the availability of rules and procedures for matching.(omitted)

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Bayesian Statistical Modeling of System Energy Saving Effectiveness for MAC Protocols of Wireless Sensor Networks: The Case of Non-Informative Prior Knowledge

  • Kim, Myong-Hee;Park, Man-Gon
    • Journal of Korea Multimedia Society
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    • v.13 no.6
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    • pp.890-900
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    • 2010
  • The Bayesian networks methods provide an efficient tool for performing information fusion and decision making under conditions of uncertainty. This paper proposes Bayes estimators for the system effectiveness in energy saving of the wireless sensor networks by use of the Bayesian method under the non-informative prior knowledge about means of active and sleep times based on time frames of sensor nodes in a wireless sensor network. And then, we conduct a case study on some Bayesian estimation models for the system energy saving effectiveness of a wireless sensor network, and evaluate and compare the performance of proposed Bayesian estimates of the system effectiveness in energy saving of the wireless sensor network. In the case study, we have recognized that the proposed Bayesian system energy saving effectiveness estimators are excellent to adapt in evaluation of energy efficiency using non-informative prior knowledge from previous experience with robustness according to given values of parameters.

Design Driven Testing on Adaptive Use Case Approach for Real Time System (실시간 시스템을 위한 어댑티브 유스 케이스 방법상의 디자인 지향 테스트)

  • Kim Young-Chul;Joo Bok-Gyu
    • Journal of Internet Computing and Services
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    • v.4 no.6
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    • pp.1-11
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    • 2003
  • This paper is introduced about Design driven testing, for real time system, based on use case approaches, We focuses on a part of an extended use case approach for real time software development, which partitions design schema into layered design component architecture of functional components called "design component", We developed a use case action matrix to contain a collection of related scenarios each describing a specific variant of an executable sequence of use case action units, which reflected the behavioral properties of the real time system design, in this paper, we attempt to apply real time system with design driven testing with test plan metrics which is introduced which produces an ordering of this scenario set to enhance productivity and both promote and capitalize on test case reusability of existing scenarios.scenarios.

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A Methodology for CC-based Security Requirements Analysis and Specification by using Misuse Case Model (Misuse Case 모델을 이용한 CC기반의 보안요구사항 분식 및 명제 방법론)

  • 최상수;장세진;최명길;이강수
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.14 no.3
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    • pp.85-100
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    • 2004
  • All information system is information security system that enforced security function. To improve qualify of information security system, suity requirement analysis and specification must be Performed by consistently and typically at early requirement analysis step. In this paper, we propose a security requirements analysis and specification model and process by using Misuse Case Model that extends UML's Use Case Model. And, we propose a cost-effective security product selection algorithm that security product is sufficient of all constructed security functional requirements. It may raise quality of information security system that developed through proposed model and process.