• Title/Summary/Keyword: and system dynamics

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A Model Reference Variable Structure Control based on a Neural Network System Identification for an Active Four Wheel Steering System

  • Kim, Hoyong;Park, Yong-Kuk;Lee, Jae-Kon;Lee, Dong-Ryul;Kim, Gi-Dae
    • Transactions of the Korean Society of Automotive Engineers
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    • v.8 no.6
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    • pp.142-155
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    • 2000
  • A MIMO model reference control scheme incorporating the variable structure theory for a vehicle four wheel steering system(4WS) is proposed and evaluated for a class of continuous-time nonlinear dynamics with known or unknown uncertainties. The scheme employs an neural network to identify the plant systems, where the neural network estimates the nonlinear dynamics of the plant. By the Lyapunov direct method, the algorithm is proven to be globally stable, with tracking errors converging to the neighborhood of zero. The merits of this scheme is that the global system stability is guaranteed and it is not necessary to know the exact structure of the system. With the resulting identification model which contains the neural networks, it does not need higher degrees of freedom vehicle model than 3 degree of freedom model. Th proposed scheme is applied to the active four wheel system and shows the validity is used to investigate vehicle handing performances. In simulation of the J-turn maneuver, the reduction of yaw rate overshoot of a typical mid-size car improved by 30% compared to a two wheel steering system(2WS) case, resulting that the proposed scheme gives faster yaw rate response and smaller side angle than the 2WS case.

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Leverage Strategy to National R&D Investment in Korea: A System Dynamics Approach (국가 연구재발 투자시스템의 레버리지 전략: 시스템 다이내믹스 접근)

  • 박헌준;오세홍;김상준
    • Proceedings of the Korean System Dynamics Society
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    • 2004.02a
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    • pp.19-52
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    • 2004
  • This study aims to grasp invisible yet dynamic systemic structure that influences the general procedure of national R&D investment system in Korea using "system dynamic methods and to suggest policy lever. Various conflicting situations, 'R&D investment paradoxes' in myopia investment and principal-agent problems etc, arise when the government decides R&D investment area and makes indispensable choice. Difficulty in the decision can be amplified due to misalignments among decision on adequate amount of R&D investment ("strategic loop"), R&D system ("structural loop") and acceptance and realization by R&D laboratories and theirs researcher ("efficacy loop"). Results of modeling and simulation of korea national R&D investment system with consideration of three causal loops show the switching pattern dynamically, in which form of technologies shifts from one to another stage like paradigm shift, when the R&D investment reaches a certain stork. R&D investment increases are directly not liked to R&D productivities because of delays and side effects during transition periods between different stages of technology development. Thus, It is necessary to develope strategies in order to enhance efficiency of technological development process by perceiving the switching pattern.

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Chaotic vibration characteristics of Vertical Axis Wind Turbine (VAWT) shaft system

  • C.B. Maheswaran;R. Gopal;V.K. Chandrasekar;S. Nadaraja Pillai
    • Wind and Structures
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    • v.36 no.3
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    • pp.215-220
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    • 2023
  • We study the progressive full-scale wind tunnel tests on a high solidity vertical axis wind turbine (VAWT) for various tip speeds and pitch angles to understand the VAWT shaft system's dynamics using 0-1 Test for chaos. We identify that while varying rotor speed (tip speed) of the turbine, the system's dynamics change from periodic to chaotic through quasiperiodic and strange non-chaotic (SNA) states. The present study is the first experimental evidence for the existence of these states in the VAWT shaft system to the best of our knowledge. Using the asymptotic growth value Kc in 0-1 test, when the turbine operates at the low tip speeds and high pitch angles for low incoming wind speeds, the system behaves periodic (Kc ≈ 0). However, when the incoming wind speed increases further the system's dynamics shift from periodic to chaotic vibrations through quasi-periodic and SNA. This phenomenon is due to the dynamic stalling of blades which induces chaotic vibration in the VAWT shaft system. Further, the singular continuous spectrum method validates the presence of SNA and differentiates the SNA from chaotic vibrations.

A Study on the Analyzing CRM Strategy of Local Distribution Firm Using the System Dynamics (중소기업 CRM 전략에 관한 시스템 다이내믹스 접근)

  • Park, Ki-Nam;Kim, Byung-Chan
    • The Journal of Information Systems
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    • v.20 no.1
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    • pp.127-146
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    • 2011
  • Coping with the rapid change of competition in retail industry, retail firms have dreamed various differentiation strategy to obtain their added value and their life. And they have considered CRM strategy that can differentiate with other retail firms in order to develop some new differentiation factors. So we searched new factors that is best for "T store" and found CRM strategy such as the optimization for product portfolio considering private-brand products and the optimization for product display for customer demands. This study is meaningful in that it has suggested a new CRM strategy model, which can manage new various differentiation factors of a retail firms considering its core competence. We verified and altered retail firm's business model using system dynamics. By simulation results, CRM strategy need long time to obtain visible and satisfactory performance of "T store".

Reviewing Contract of the Buenosaires Water Concession Case with System Dynamics (시스템 다이나믹스를 이용한 부에노스아이레스 수도사업 양여계약사례의 고찰)

  • Lee, Sangeun;Cha, Donghoon;Park, Heekyung
    • Journal of Korean Society of Water and Wastewater
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    • v.20 no.1
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    • pp.104-114
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    • 2006
  • Recently, the PPP (Public-Private-Participate) program on water and wastewater services in Korea has been under an active debate. However, the controversy has reached the limits of getting more valuable implications from past foreign experience beyond conceptual and/or qualitative case studies. This paper analyze scientifically and quantitatively the Buenos Aires Water Concession Project focused on propriety of the contract using system dynamics modeling. The results show that Buenos Aires's Project has several problems in the contract phase even though Argentina government spent much time to design it. Analysis results suggest that estimation of K factor considering delay effect and future uncertainty, reduction of the first fixed terms of contract, etc., are needed for a proper contract.

Strategic Analysis Evolution: Scenario Planning and Simulation Based on The Methodology of System Dynamics

  • Bassi, Andrea M
    • Korean System Dynamics Review
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    • v.5 no.2
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    • pp.199-216
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    • 2004
  • The present study is aimed at developing the optimal instruments for dispelling the uncertainty factors during the formulation of strategies for corporate development. The objective is the creation of a complete model of strategic analysis, which encompasses both the environment (internal and external) and the management rational component. This model -built on the analysis of three corporate cases - is concretized by a simulation for testing the strategy by the means of software which enables the users to cope with a dynamic and complex corporate environment. The research questions regard the development of a complete strategic analysis, which covers the entire decision-making process; the concrete assessment of the business strategy on the basis of quantitative data: the identification and enhancement of the critical variables of business administration, in such a complex and dynamic reality as the corporate environment.

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Degree of Overlapping Design Activities in Vehicle Development:A System Dynamics Approach

  • Lee, Sang-Don;Lim, Ik-Sung
    • International Journal of Quality Innovation
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    • v.8 no.2
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    • pp.115-131
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    • 2007
  • The vehicle development process (VDP) is iterative in nature with numerous interactions and information flows between design groups and between development phases. The VDP has been changed from a sequential-functional development to a concurrent-team based approach. Concurrent execution of design activities may reduce the development lead-time, but it increases the managerial complexity in the VDP. A system dynamics model was developed to understand the transient behavior of parallel, overlap, and sequential processes in the VDP and to determine the optimal level of overlapping considering the development lead-time and total number of reworks. The simulation results showed that different execution processes should be used, depending upon the intensity of reworks.

Multi-Body Dynamic Response Analysis of a MW-Class Wind Turbine System Considering Rotating and Flexibility (로터 회전 및 타워의 탄성력을 고려한 MW 급 풍력발전기의 비선형 다물체 동적 응답 해석)

  • Kim, Dong-Man;Kim, Dong-Hyun;Kim, Yo-Han;Kim, Su-Hyun
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2009.04a
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    • pp.78-83
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    • 2009
  • In this study, computer applied engineering (CAE) techniques are fully used to conduct structural and dynamic analyses of a whole huge wind turbine system including composite blades, tower and nacelle. For this study, computational fluid dynamics (CFD) is used to predict aerodynamic loads of the rotating wind-turbine blade model. Multi-body dynamic structural analyses are conducted based on the non-linear finite element method (FEM) by using super-element method for composite laminates blade. Three-dimensional finite element model of a wind turbine system is constructed including power train(main shaft, gear box, coupling, generator), bedplate and tower. The results for multi-body dynamic simulations on the wind turbine's critical operating conditions are presented in detail.

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e-Trust: Complexity of the lssue and Limitations of Trustmarks (시스템다이내믹스 기법을 이용한 전자상거래와 e-Trust의 동태성에 관한 연구)

  • Kim, Jong-Tae;Yeon, Seung-Jun;Park, Sang-Hyun;Kim, Sang-Uk
    • Korean System Dynamics Review
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    • v.5 no.1
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    • pp.99-110
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    • 2004
  • Building trust assurance particularly in case of commercial practices in cyber space without physical contact is a very complex task to tackle. Several factors are interrelated in not necessarily technical but also societal dimensions over the entire process of e-commerce firm ex-ante through ex-post transactions. This paper attempts first to brief the substance of e-trust and examine the natuure of its complexity by using system dynamics simulation technique, followed by its current address and the future directions to move. A framework of 3 x 3 matrixes is deviaed and the key issues of e-trust are mapped into cross-cells of the table. The paper also includes some possible suggestions on the matter of trust assurance especially for B2C and B2B in policy wise and organizational perspective from the context of international collaboration.

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Dynamics Modeling and Operation Simulation for the Simulation of Abrupt Faults in the Boiler Drum Level Control System of a Fossile Power Plant (돌발성 이벤트 형태의 고장 시뮬레이션을 위한 화력발전소 보일러 드럼 수위 제어 계통의 다이나믹스 모델링 및 운전 시뮬레이션)

  • Kim, Jeong-Geun;Kim, Jae-Hwa;Jang, Tae-Gyu
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.51 no.2
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    • pp.59-68
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    • 2002
  • This Paper presents the dynmics modeling and the operation simulation of the 500 MW drum-type boiler and its control system hosted in the Boryung Power Plant unit #1 and #2. The fidelity of the modeling and the operation simulation is well verified by their agreement with the actual data obtained form the plant operation. As a plant signal generator for the various operation patterns and fault situations, the simulation environment will be utilized to develope the fault detecting signal processing algorithms.