• Title/Summary/Keyword: model based

Search Result 60,316, Processing Time 0.066 seconds

Data-Based Model Approach to Predict Internal Air Temperature of Greenhouse (데이터 기반 모델에 의한 온실 내 기온 변화 예측)

  • Hong, Se Woon;Moon, Ae Kyung;Li, Song;Lee, In Bok
    • Journal of The Korean Society of Agricultural Engineers
    • /
    • v.57 no.3
    • /
    • pp.9-19
    • /
    • 2015
  • Internal air temperature of greenhouse is an important variable that can be influenced by the complex interaction between outside weather and greenhouse inside climate. This paper focuses on a data-based model approach to predict internal air temperature of the greenhouse. External air temperature, solar radiation, wind speed and wind direction were measured next to an experimental greenhouse supported by the Electronics and Telecommunications Research Institute and used as input variables for the model. Internal air temperature was measured at the center of three sections of the greenhouse and used as an output variable. The proposed model consisted of a transfer function including the four input variables and tested the prediction accuracy according to the sampling interval of the input variables, the orders of model polynomials and the time delay variable. As a result, a second-order model was suitable to predict the internal air temperature having the predictable time of 20-30 minutes and average errors of less than ${\pm}1K$. Afterwards mechanistic interpretation was conducted based on the energy balance equation, and it was found that the resulting model was considered physically acceptable and satisfied the physical reality of the heat transfer phenomena in a greenhouse. The proposed data-based model approach is applicable to any input variables and is expected to be useful for predicting complex greenhouse microclimate involving environmental control systems.

A Web-based Cooperative Learning System using Extended TGT Model (확장된 TGT 모델을 이용한 웹기반 협동학습 시스템)

  • Kim, Kyong-Won;Hong, Euy-Seok
    • The Journal of the Korea Contents Association
    • /
    • v.9 no.12
    • /
    • pp.467-476
    • /
    • 2009
  • As web technology and educational environments are in rapid progress, web-based cooperative learning systems have gained a lot of interests. Recently some studies have attempted to combine a learning system and simple games that enable learners to actively participate and have high interests in learning. These studies are based on TGT model, a cooperative learning model using games, and mostly remain system design levels. A few implemented systems have many problems because they focus only on pure TGT model. To solve these problems, this paper builds a extended TGT model and a new web-based cooperative learning system using this new model. The extended part contains ideas such as expert learning from Jigsaw II model, improvement scores from STAD model and making game problems by learners. A system using pure TGT model and a suggested system are implemented and used by two classes of middle school students to evaluate our system. The experimental results show that our system outperforms the other system.

Literature Review on Community Health Assessment based on the Concept of 'Community as Client' (간호대상자로서의 지역사회 개념 및 지역사회간호사정에 관한 문헌분석)

  • June, Kyung-Ja;Kwon, Young-Sook;Oh, Jin-Ju;Park, Eun-Ok;Kim, Eun-Young;Kim, Hee-Girl
    • Research in Community and Public Health Nursing
    • /
    • v.11 no.1
    • /
    • pp.3-20
    • /
    • 2000
  • The purpose of this study was to compare the concept of community and community health, community health assessment tool, and community health nursing diagnosis based on the concept of 'Community as Client'. The method for this purpose was to search the articles and textbooks related to community assessment and review the contents by the researchers who were 5 community health nursing faculties and 1 doctoral candidate. The sources of articles were limited in Public Health Nursing and the Journal of Community Health Nursing. As the result, three types of conceptual model were classified: epideiological model. fuctional model. system model. System model by Newman and Helvie included more comprehensive concept of community health than others. Helvie model suggested the most specific indicators among them. The components of nursing diagnosis in the system model had the subjectives. problems and the related factors. It makes the nursing care plan related to the nursing diagnosis. But there was no nursing diagnosis system among the three model. It is needed to compare the nursing intervention based on the concept of 'Community as Client'. It will be helpful to the community health nursing practice to develop the nursing diagnosis system based on the system model. For the community health nursing education, it is suggested to try the case study by the using three types of model. Finally, it is needed to validate the community assessment tool in Korean setting.

  • PDF

Market Seeker Strategy and Market Leader Strategy Through Design (디자인을 통한 시장탐색전략과 시장선도전략)

  • 이진렬;김명주;황영성
    • Archives of design research
    • /
    • v.16 no.2
    • /
    • pp.355-364
    • /
    • 2003
  • This research verified efficiency of 2 design process models; 2-stage model and 3-stage model. 2-stage model means subjective and sensitive design process based on designer's creative mind. Contrarily, 3-stage model means objective, logical and consumer-oriented design process. Past researches have suggested inconsistent conclusions on efficiency of 2 design process models. This study suggested efficiency of 2 design process model based on the concept of market leader strategy and market seeker strategy. The study results imply that, in condition of high prestige brand, 2-stage model based on market leader strategy is more effective and contrarily in case of low prestige brand, 3-stage model based on market seeker strategy is more efficient. However, it is requested to perform various investigation about situations in which each design process model is more effective for the generalization of the study results.

  • PDF

Identification and Organization of Task Complexity Factors Based on a Model Combining Task Design Aspects and Complexity Dimensions

  • Ham, Dong-Han
    • Journal of the Ergonomics Society of Korea
    • /
    • v.32 no.1
    • /
    • pp.59-68
    • /
    • 2013
  • Objective: The purpose of this paper is to introduce a task complexity model combining task design aspects and complexity dimensions and to explain an approach to identifying and organizing task complexity factors based on the model. Background: Task complexity is a critical concept in describing and predicting human performance in complex systems such as nuclear power plants(NPPs). In order to understand the nature of task complexity, task complexity factors need to be identified and organized in a systematic manner. Although several methods have been suggested for identifying and organizing task complexity factors, it is rare to find an analytical approach based on a theoretically sound model. Method: This study regarded a task as a system to be designed. Three levels of design ion, which are functional, behavioral, and structural level of a task, characterize the design aspects of a task. The behavioral aspect is further classified into five cognitive processing activity types(information collection, information analysis, decision and action selection, action implementation, and action feedback). The complexity dimensions describe a task complexity from different perspectives that are size, variety, and order/organization. Combining the design aspects and complexity dimensions of a task, we developed a model from which meaningful task complexity factors can be identified and organized in an analytic way. Results: A model consisting of two facets, each of which is respectively concerned with design aspects and complexity dimensions, were proposed. Additionally, twenty-one task complexity factors were identified and organized based on the model. Conclusion: The model and approach introduced in this paper can be effectively used for examining human performance and human-system interface design issues in NPPs. Application: The model and approach introduced in this paper could be used for several human factors problems, including task allocation and design of information aiding, in NPPs and extended to other types of complex systems such as air traffic control systems as well.

Implementing Medical Education Continuous Quality Improvement Using Design-Based Research (설계기반 연구를 통한 의학교육 Continuous Quality Improvement 운영 경험)

  • Lee, Aehwa;Park, Hye Jin;Kim, Soon Gu;Kim, Jin Young;Kang, Yu Na;Lee, Se Youp;Baek, Won-Ki
    • Korean Medical Education Review
    • /
    • v.22 no.3
    • /
    • pp.189-197
    • /
    • 2020
  • The goal of this study is to present efficient measures to improve the quality of medical education through using a developed and applied continuous quality improvement (CQI) model suitable for medical education. To achieve this purpose, we developed a theoretical CQI model through a review of the literature according to the design-based research method. Through repetitive productive cyclical processes and professional reviews, we finally deduced an appropriate CQI model for medical education. The most important results of this study are as follows: First, the CQI model for medical education is defined as a quality management system with a cyclical course of planning, implementation, evaluation, and improvement of medical education. Second, the CQI model for medical education is composed of quality management activities of educational design, work, and evaluation. In addition, each activity has the implementation strategies of planning, doing, checking, and improving based on the PDCA model (Plan-Do-Check-Act model). Third, the CQI model for medical school education is composed of committees related to medical education doing improvement activities, as well as planning, implementing and evaluating it with CQI. As a result, we can improve teaching by using the CQI model for medical education. It is more meaningful because this gives us organized and practical measures of quality management and improvement in medical education as well as in the educational process.

Design and Implementation of a Motivation Model Using Edutainment Strategy on Mobile Learning Environments (에듀테인먼트 전략을 활용한 모바일 학습 환경에서의 동기 모형의 설계 및 구현)

  • Kim, Chang-Gyu;Jun, Woo-Chun
    • Journal of The Korean Association of Information Education
    • /
    • v.12 no.1
    • /
    • pp.99-107
    • /
    • 2008
  • Over online education based on wired Internet technologies, due to recent development of various mobile technologies, education based on mobile environment becomes popular. In the meanwhile, the young students are more interested in game-based education that provides more interaction and instant feedback than one-way cramming education. The purpose of this thesis is to develop a new motivation model for mobile environment and apply the model to the elementary school students. The proposed model, based on Keller's motivation model, is designed to increase study effects through motivating students with various game strategies. The proposed motivation model has the following characteristics. First of all, the best game genre can be provided for each study theme in early planning stage. Second, the model can allow students to have more interests in their study activity by providing various edutainment elements. Third, a stage of producing game synopsis and concrete scenario is included in motivation model. The stage enables more complete combination of game and mobile motivation strategies. Finally, the proposed model allows contents developed to be appled in teaching plan without any refinement. That is, the model allows a teaching plan to be extracted from study contents instantly.

  • PDF

A Study on Identification using Particle Swarm Optimization for 3-DOF Helicopter System (3-자유도 헬리콥터 시스템의 입자군집최적화 기법을 이용한 시스템 식별)

  • Lee, Ho-Woon;Kim, Tae-Woo;Kim, Tae-Hyoung
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.25 no.2
    • /
    • pp.105-110
    • /
    • 2015
  • This study proposes the more improved mathematical model than conventional that for the 3-DOF Helicopter System in Quanser Inc., and checks the validity about the proposed model by performance comparison between the controller based on the conventional model and that based on the proposed model. Research process is next : First, analyze the dynamics for the 3-DOF helicopter system and establish the linear mathematical model. Second, check the eliminated nonlinear-elements in linearization process for establishing the linear mathematical model. And establish the improved mathematical model including the parameters corresponding to the eliminated nonlinear-elements. At that time, it is used for modeling that Particle Swarm Optimization algorithm the meta-heuristic global optimization method. Finally, design the controller based on the proposed model, and verify the validity of the proposed model by comparison about the experimental results between the designed controller and the controller based on the conventional model.

MODEL-BASED DESIGN FOR HIGH ANTONOMY SYSTEMS

  • Chi, S.D.;Zeigler, B.P.;Park, S.H.
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1991.10b
    • /
    • pp.1585-1590
    • /
    • 1991
  • This paper presents the principles for design of autonomous systems whose behavior is based on models that support the various tasks that must be performed. We propose a model-based architecture aimed at reducing the computational demands required to integrate high level symbolic models with low level dynamic models. Model construction methods are illustrated to outfit such an architecture with the models needed to meet given objectives.

  • PDF

Assessment of Groundwater Recharge via Grid-based Soil Mosture Routing (격자기반의 토양수분추적에 의한 지하수함양량 추정기법 개발)

  • 김성준;채효석
    • Proceedings of the Korean Society of Agricultural Engineers Conference
    • /
    • 1998.10a
    • /
    • pp.22-27
    • /
    • 1998
  • A grid-based soil moisture routing model(GRISMORM) was developed to assess the information of groundwater recharge using spatial data such as Landsat TM and digital elevation model etc.. The model predicts the hydrologic components, that is, surface runoff, subsurface runoff, baseflow and evapotranspiration at each grid elements by grid-based water balance computation.

  • PDF