• 한국자동차공학회논문집
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• 제3권5호
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• pp.17-23
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• 1995

A numerical analysis on engine coolant is made by the use of FVM based general purpose 3 dimensional Navier-Stokes solver, TURB-3D. Numerical solutions are verified by comparison with the experimental data of Lotus model. The results show a good qualitative as well as quantitative comparison. Coolant flow rate control is attempted through adjusting the cross section area of passage base on the results of an original coolant passage. It is concluded from the results that the flow rate control is possible as attempted, and thus can be used in the real engine design.

• 제어로봇시스템학회논문지
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• 제13권5호
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• pp.414-421
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• 2007

This paper presents a engine/brake integrated VDC(Vehicle Dynamic Control) system using neural network algorithm methods for wheel slip and yaw rate control. For stable performance of vehicle, not only is the lateral motion control(wheel slip control) important but the yaw motion control of the vehicle is crucial. The proposed NNPI(Neural Network Proportional-Integral) controller operates at throttle angle to improve the performance of wheel slip. Also, the suggested NNPID controller performs at brake system to improve steering performance. The proposed controller consists of multi-hidden layer neural network structure and PID control strategy for self-learning of gain scheduling. Computer Simulation have been performed to verify the proposed neural network based control scheme of 17 dof vehicle dynamic model which is implemented in MATLAB Simulink.

• Advances in Energy Research
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• 제8권3호
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• pp.175-184
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• 2022

The dual-fuel technology, which uses gaseous fuel as the main fuel and liquid as the pilot fuel, is an appealing technology for reducing the exhaust emissions. The current study proposes emission models based on ANFIS for a dual-fuel using producer gas (PG)-diesel engine. Emissions measurements were taken at different engine load levels and fuel injection timings. The proposed model predictions were examined using statistical methods. With R2 values in the range of 0.9903 to 0.9951, the established ANFIS model was found to be consistently robust in predicting emission characteristics. The mean absolute percentage deviate in range 1.9 to 4.6%, and mean squared error varies in range 0.0018 to 13.9%. The evaluation of the ANFIS model developed shows a reliable claim of intrinsic sensitivity, strength, and outstanding generalization. The presented meta-model can be used to simulate the engine's operation in order to create an efficient control tool.

• 한국자동차공학회논문집
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• 제9권6호
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• pp.57-64
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• 2001

This study presents an self tuning regulator(STR) to improve the air-fuel ratio control of performance of gasoline engine. The STR is designed based on the nonlinear dynamic engine model, and the performance of the STR is evaluated through the simulation and experiments. The STR shows better performance than a conventional PI controller in terms of the response time and disturbance rejection. Since the STR has less calculation load than the complex nonlinear controller, this algorithm can be easily applied to on-board engine controller.

• 드라이브 ㆍ 컨트롤
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• 제9권4호
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• pp.42-51
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• 2012

Variable displacement vane-type oil pumps represent one of the most innovative pump types for industrial applications, especially for engine lubrication systems. This paper deals with a modeling method for theoretical flow rate investigation of a typical variable displacement vane-type oil pump. This theoretical model is based on the pump geometric design and dynamic analyses. It can be considered as mandatory steps for a deeper understanding of the pump operation as well as for effectively implementing the pump control mechanisms to satisfy the urgent demands of engine lubrication systems. The developed pump model is finally illustrated by numerical simulations.

• 한국산학기술학회논문지
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• 제14권7호
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• pp.3127-3134
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• 2013

본 연구는 DME 연료를 사용할 수 있도록 변경된 엔진의 제어 알고리즘, 로직구성 및 차량상태에서 검증결과를 나타낸 것으로써, 제어구조 및 자동코드 생성기법에 의한 제어로직 설계과정과 제어 맵을 소개하고 최종적으로 제어의 신뢰성 및 성능을 검증한 것이다. 제어구조는 운전자 요구를 엔진발생토크로 구현하기위한 분사제어부와 배기가스 및 동력특성을 만족시키기 위한 공기제어 시스템부로 크게 구성되며, 제어로직은 제어응답성을 향상시키기 위하여 각 제어 기능별로 앞먹임 및 뒤먹임 제어부로 설계되었고, 앞먹임 제어부의 제어 맵은 엔진모델을 이용하여 생성한 뒤, 이를 엔진 및 차량 시험과정에서 보정하였다. 개발된 제어기를 장착하여 차량 시험모드를 완주하였으며, EGR, VGT 및 분사시기 보정에 의하여 배출가스 저감효과를 확인하였다.

• 한국정보통신학회논문지
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• 제11권1호
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• pp.75-82
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• 2007

선진국에서는 가스터빈엔진을 개발하여 항공기, 대형선박, 유도무기용으로 많이 사용한다. 국내에서도 엔진부품 생산단계를 넘어 소형 가스터빈엔진을 개발하고 있으나, 가스터빈엔진에서 가장 중요한 핵심기술인 엔진제어 관련기술은 선진국에서 기술이전을 기피하고 있다. 본 논문은 가스터빈엔진 시뮬레이터 개발에 대한 연구이다. 논문에서 제시하는 시뮬레이터는 가스터빈엔진의 성능데이터를 기반으로 한 엔진 수학적 모델을 통하여 엔진 시뮬레이터를 개발함으로서 가스터빈엔진 제어알고리즘 개발을 쉽게 할 수 있도록 하고, 엔진제어기 의 기능도 검증 할 수 있도록 한다. 본 시뮬레이터에는 엔진센서 신호변환 보드를 설계하여 시뮬레이션 할 때 엔진모델 센서신호가 실제 센서와 같은 신호가 생성되도록 하였다. 가스터빈엔진에 대한 실제 엔진시험 결과와 시뮬레이션 결과를 비교하여 시뮬레이터의 성능을 입증하였다.

• Journal of Advanced Marine Engineering and Technology
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• 제21권4호
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• pp.414-420
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• 1997

An intelligent speed control system for marine diesel engines is presented. The approach adopt¬ed is to use a conventional PID controller for normal operation and a feedforward controller for adaptive control. The feedforward controller is a neural network. The neural network is the inverse dynamics model of the plant, which is being trained on line. The parametric model of the diesel engine is represented in a linear second-order system, with a first-order combustion part and a revolution part each at a normal operating point. The time delay in the control of the com¬bustion part is approximated to the first-order system. The tuned PID parameters are set based on the model for normal operating point. To obtain the inverse dynamics of the diesel engine system, two neural networks are used, one for inverse, the other for forward dynamics. The former is posi¬tioned across the plant to learn its inverse dynamics during operation, and the latter is placed in series with the controlled plant. Simulation results are presented to illustrate the applicability of the proposed scheme to intelligent adaptive control of diesel engines.

• Journal of Mechanical Science and Technology
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• 제20권2호
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• pp.278-285
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• 2006

The present study has been conducted to simulate dynamics of a gas engine-driven heat pump (GHP) for design of control algorithm. The dynamics modeling of a GHP was based on conservation laws of mass and energy. For automatic control of refrigerant pressures, actuators such as engine speed, outdoor fans, coolant three-way valves and liquid injection valves were PI or P controlled. The simulation results were found to be realistic enough to apply for control algorithm design. The model can be applied to build a virtual real-time GHP system so that it interfaces with a real controller in purpose of prototyping control algorithm.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2002년도 하계학술대회 논문집 D
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• pp.2082-2085
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• 2002

This paper describes the development of a gas turbine engine simulator in detail. The simulator presented in this paper has a mathematical engine model based on a target gas turbine engine performance data and is developed for generating a gas turbine engine sensor signals between the hardwares and softwares of a gas turbine engine control system using Data Acquisition systems(DAS) and 1553B communication, a aeronautic standard communication specification. In addition, this paper proves the excellent performance of this simulator by showing the results of a gas turbine engine field test and simulation.