• 제목/요약/키워드: finite state model

검색결과 879건 처리시간 0.024초

열연 공정 정상상태 판 프로파일 예측 - PartⅡ: 수식 모델 개발 (Prediction of Steady-state Strip Profile during Hot Rolling - PartⅡ: Development of a Mathematical Model)

  • 이재상;황상무
    • 소성∙가공
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    • 제25권1호
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    • pp.61-66
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    • 2016
  • In the current study, we present a new model for the prediction of the strip profile and the residual stresses. This new approach is an analytical model that predicts the residual stresses from the effect of post-deformation. Since the residual stress cannot exceed the yield strength of the material, post-yielding may possibly occur in the post-deformation zone prior to the strip reaching the steady-state zone. The prediction accuracy of the proposed model is examined through comparison with the predictions from 3-D finite element (FE) simulations.

Static finite element analysis of architectural glass curtain walls under in-plane loads and corresponding full-scale test

  • Memari, A.M.;Shirazi, A.;Kremer, P.A.
    • Structural Engineering and Mechanics
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    • 제25권4호
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    • pp.365-382
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    • 2007
  • A pilot study has been conducted to guide the development of a finite element modeling formulation for the analysis of architectural glass curtain walls under in-plane lateral load simulating earthquake effects. This pilot study is one aspect of ongoing efforts to develop a general prediction model for glass cracking and glass fallout for architectural glass storefront and curtain wall systems during seismic loading. For this study, the ANSYS finite element analysis program was used to develop a model and obtain the stress distribution within an architectural glass panel after presumed seismic movements cause glass-to-frame contact. The analysis was limited to static loading of a dry-glazed glass curtain wall panel. A mock-up of the glass curtain wall considered in the analysis with strain gages mounted at select locations on the glass and the aluminum framing was subjected to static loading. A comparison is made between the finite element analysis predicted strain and the experimentally measured strain at each strain gage location.

Transient diffusion approximation for $M/G/m/N$ queue with state dependent arrival rates

  • Shin, Yang-Woo
    • 대한수학회논문집
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    • 제10권3호
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    • pp.715-733
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    • 1995
  • We present a transient queue size distribution for $M/G/m/N$ queue with state dependent arrival rates, using the diffusion process with piecewise constant diffusion parameters, with state space [0, N] and elementary return boundaries at x = 0 and x = N. The model considered here contains not only many basic model but the practical models such as as two-node cyclic queue, repairmen model and overload control in communication system with finite storage buffer. For the accuracy check, we compare the approximation results with the exact and simulation results.

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Modified Finite Control Set-Model Predictive Controller (MFCS-MPC) for quasi Z-Source Inverters based on a Current Observer

  • Bakeer, Abualkasim;Ismeil, Mohamed A.;Orabi, Mohamed
    • Journal of Power Electronics
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    • 제17권3호
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    • pp.610-620
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    • 2017
  • The Finite Control Set-Model Predictive Controller (FCS-MPC) for quasi Z-Source Inverters (qZSIs) is designed to reduce the number of sensors by proposing a current observer for the inductor current. Unlike the traditional FCS-MPC algorithm, the proposed model removes the inductor current sensor and observes the inductor current value based on the deposited prior optimized state as well as the capacitor voltage during this state. The proposed observer has been validated versus a typical MPC. Then, a comparative study between the proposed Modified Finite Control Set-Model Predictive Controller (MFCS-MPC) and a linear PID controller is provided under the same operating conditions. This study demonstrates that the dynamic response of the control objectives by MFCS-MPC is faster than that of the PID. On the other hand, the PID controller has a lower Total Harmonic Distortion (THD) when compared to the MFCS-MPC at the same average switching. Experimental results validate both methods using a DSP F28335.

Finite State Model-based Predictive Current Control with Two-step Horizon for Four-leg NPC Converters

  • Yaramasu, Venkata;Rivera, Marco;Narimani, Mehdi;Wu, Bin;Rodriguez, Jose
    • Journal of Power Electronics
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    • 제14권6호
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    • pp.1178-1188
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    • 2014
  • This study proposes a finite-state model predictive controller to regulate the load current and balance the DC-link capacitor voltages of a four-leg neutral-point-clamped converter. The discrete-time model of the converter, DC-link, inductive filter, and load is used to predict the future behavior of the load currents and the DC-link capacitor voltages for all possible switching states. The switching state that minimizes the cost function is selected and directly applied to the converter. The cost function is defined to minimize the error between the predicted load currents and their references, as well as to balance the DC-link capacitor voltages. Moreover, the current regulation performance is improved by using a two-step prediction horizon. The feasibility of the proposed predictive control scheme for different references and loads is verified through real-time implementation on the basis of dSPACEDS1103.

Sequence dicriminative training 기법을 사용한 트랜스포머 기반 음향 모델 성능 향상 (Improving transformer-based acoustic model performance using sequence discriminative training)

  • 이채원;장준혁
    • 한국음향학회지
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    • 제41권3호
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    • pp.335-341
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    • 2022
  • 본 논문에서는 기존 자연어 처리 분야에서 뛰어난 성능을 보이는 트랜스포머를 하이브리드 음성인식에서의 음향모델로 사용하였다. 트랜스포머 음향모델은 attention 구조를 사용하여 시계열 데이터를 처리하며 연산량이 낮으면서 높은 성능을 보인다. 본 논문은 이러한 트랜스포머 AM에 기존 DNN-HMM 모델에서 사용하는 가중 유한 상태 전이기(weighted Finite-State Transducer, wFST) 기반 학습인 시퀀스 분류 학습의 네 가지 알고리즘을 각각 적용하여 성능을 높이는 방법을 제안한다. 또한 기존 Cross Entropy(CE)를 사용한 학습방식과 비교하여 5 %의 상대적 word error rate(WER) 감소율을 보였다.

재료결함의 성장을 포함하는 스트립 드로잉 공정의 유한요소해석 (Finite Element Analysis of Strip Drawing Including the Evolution of Material Damage)

  • 함승연;이용신
    • 소성∙가공
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    • 제3권1호
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    • pp.120-132
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    • 1994
  • Strip drawing of strain-hardening, viscoplastic materials with damage is analyzed by a rigid plastic finite element method. A process model is formulated using two state variables, one for strain hardening from slip dominated plastic distortion and the other for damage from growth of microvoids. Application of the model to aluminum strip drawing is given via implementation in a consistent penalty finite element formulation. The predicted density changes as a result of void growth are compared to those from experiments reported in the literature. The effects of drawing conditions such as drawing speed and die angle on the mechanical property chages are studied.

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암호모듈 검증을 위한 UML 2.0 상태도 기반의 유한상태모델 명세 및 분석 (UML 2.0 Statechart based Modeling and Analysis of Finite State Model for Cryptographic Module Validation)

  • 이강수;정재구;고갑승
    • 정보보호학회논문지
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    • 제19권4호
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    • pp.91-103
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    • 2009
  • 암호알고리즘 및 암호함수를 하드웨어적 또는 소프트웨어적으로 구현한 암호모듈을 암호모듈검증체계 (Cryptographic Module Validation Program, CMVP) 내에서 시험 (또는 인증, 검증)을 받기 위해서는 암호모듈에 대한 유한상태모델(Finite State Model, FSM) 이 개발되고 제공되어야한다. 그러나 FSM을 체계적으로 모델링하고 분석하는 지침은 개발자와 시험자의 경험이므로 잘 알려져 있지 않다. 본 연구에서는 CMVP내에서 암호모듈의 검증을 위해 요구되는 FSM의 모델링, 분석지침, 천이시험경로 생성알고리즘을 제시하고 모델링도구인 CM-Statecharter를 개발하였다. FSM은 UML 2.0의 상태도를 이용해 모델링한다. 상태도는 FSM의 부족한 점 을 보완하고 암호모듈의 FSM을 정형적이고 쉽게 명세할 수 있는 모델이다.

변형률 경화를 고려한 정상상태 소성가공 공정의 공정 최적설계 (Process Optimal Design in Steady-State Meta Forming considering Strain-Hardening)

  • 황숭무
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2000년도 춘계학술대회논문집
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    • pp.40-43
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    • 2000
  • A process optimal design methodology applicable to steady-state forming with a strain-hardening material is presented. in this approach the optimal design problem is formulated on the basis of a rigid-viscoplastic finite element process model and a derivative based approach is adopted as an optimization technique The process model the schemes for the evaluation of the design sensitivity considering the effect of strain-hardening and an iterative procedure for design optimization are described. the validity of the proposed approach is demonstrated through application to die shape optimal design in extrusion.

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Numerical simulation of non-isothermal flow in oil reservoirs using a two-equation model

  • dos Santos Heringer, Juan Diego;de Souza Debossam, Joao Gabriel;de Souza, Grazione;Souto, Helio Pedro Amaral
    • Coupled systems mechanics
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    • 제8권2호
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    • pp.147-168
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    • 2019
  • This work aims to simulate three-dimensional heavy oil flow in a reservoir with heater-wells. Mass, momentum and energy balances, as well as correlations for rock and fluid properties, are used to obtain non-linear partial differential equations for the fluid pressure and temperature, and for the rock temperature. Heat transfer is simulated using a two-equation model that is more appropriate when fluid and rock have very different thermal properties, and we also perform comparisons between one- and two-equation models. The governing equations are discretized using the Finite Volume Method. For the numerical solution, we apply a linearization and an operator splitting. As a consequence, three algebraic subsystems of linearized equations are solved using the Conjugate Gradient Method. The results obtained show the suitability of the numerical method and the technical feasibility of heating the reservoir with static equipment.