• 제목/요약/키워드: Temperature Controlled Algorithm

검색결과 74건 처리시간 0.024초

Numerical Research on Suppression of Thermally Induced Wavefront Distortion of Solid-state Laser Based on Neural Network

  • Liu, Hang;He, Ping;Wang, Juntao;Wang, Dan;Shang, Jianli
    • Current Optics and Photonics
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    • 제6권5호
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    • pp.479-488
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    • 2022
  • To account for the internal thermal effects of solid-state lasers, a method using a back propagation (BP) neural network integrated with a particle swarm optimization (PSO) algorithm is developed, which is a new wavefront distortion correction technique. In particular, by using a slab laser model, a series of fiber pumped sources are employed to form a controlled array to pump the gain medium, allowing the internal temperature field of the gain medium to be designed by altering the power of each pump source. Furthermore, the BP artificial neural network is employed to construct a nonlinear mapping relationship between the power matrix of the pump array and the thermally induced wavefront aberration. Lastly, the suppression of thermally induced wavefront distortion can be achieved by changing the power matrix of the pump array and obtaining the optimal pump light intensity distribution combined using the PSO algorithm. The minimal beam quality β can be obtained by optimally distributing the pumping light. Compared with the method of designing uniform pumping light into the gain medium, the theoretically computed single pass beam quality β value is optimized from 5.34 to 1.28. In this numerical analysis, experiments are conducted to validate the relationship between the thermally generated wavefront and certain pumping light distributions.

대용량 전기추진시스템 설계를 위한 제어알고리즘 개발 (Control Algorithm Development for Design of Cooling System in High-power Propulsion Motor)

  • 오진석;정성영;공영경;빈재구;김한호
    • Journal of Advanced Marine Engineering and Technology
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    • 제34권1호
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    • pp.195-201
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    • 2010
  • 본 논문에서는 에너지 절감 기능을 포함한 대용량 전기추진모터용 냉각 시스템을 제안한다. 기존 시스템에서 청수, 해수 펌프 속도는 일정하며, 냉각수의 과냉각을 방지하기 위해 3-way valve으로 열교환기에 들어가는 유량을 제어하였다. 그리하여 외부 해수 온도의 변화와 관계없이 펌프의 전력 사용량은 일정하였다. 제안된 시스템은 외부 해수 온도에 따라 청수, 해수 펌프의 속도를 인버터로 제어하여 3-Way valve를 최소한으로 동작하도록 함으로써 에너지 손실을 방지한다. 본 연구에서는 제안한 시스템의 효율성을 확인하기 위해 시뮬레이션을 통하여 검증하였다.

직류전류 주입법에 의한 벡터제어 유도전동기의 회전자 시정수 보상 (Rotor Time Costant Compensation for Vector-Controlled IM with DC Current Injection Method)

  • 이경주;남현택;최종우;김홍근;이득기;전태원;노의철
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2001년도 춘계학술대회 논문집 전기기기 및 에너지변환시스템부문
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    • pp.285-287
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    • 2001
  • To obtain a high performance in a vector controlled induction machine, it is essential to know the instantaneous position of the rotor flux which depends on the rotor time constant. But the rotor time constant mainly varies due to the temperature rise in the motor winding, so real time compensating algorithm is necessary. This paper proposes that it uses short duration pulses added to the constant flux command current and then resultant torque command current produced by speed controller is utilized for the rotor resistance estimation. This method has advantages with a low computational requirement and does not require voltage sensors. The proposed method is proved by simulations.

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직류전류 주입법에 의한 벡터제어 유도전동기의 회전자 시정수 보상 (Rotor Time Constant Compensation for Vector-Controlled Induction Motor with DC Current Injection Method)

  • 이경주;이득기;정종진;최종우;김흥근;노의철;전태원
    • 대한전기학회논문지:전기기기및에너지변환시스템부문B
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    • 제51권2호
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    • pp.69-76
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    • 2002
  • To obtain a high performance in a vector controlled induction motor, it is essential to know the instantaneous position of the rotor flux which depends on the rotor time constant. But the rotor time constant mainly varies due to the temperature rise in the motor winding, so real time compensating algorithm is necessary. This paper proposes that it uses short duration pulses added to the constant flux command current and then resultant torque command current produced by speed controller is utilized for the rotor resistance estimation. This method has advantage with a low computational requirement and does not require voltage sensors. The proposed method is proved by simulations and experimentals.

Hardware-In-the-Loop Simulation을 이용한 고분자 전해질 연료전지 냉각시스템 최적 제어기법 연구 (Optimal Ccontrol Strategy of Cooling System for Polymer Electrolyte Membrane Fuel Cell using Hardware-In-the-Loop Simulation)

  • 최은영;지현진
    • 에너지공학
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    • 제25권1호
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    • pp.113-121
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    • 2016
  • 고분자 전해질 연료전지는 운전온도에 따라 효율과 출력이 변화하기 때문에 $65^{\circ}C{\sim}75^{\circ}C$정도의 적정 운전온도를 유지하기 위한 냉각시스템을 필요로 한다. 따라서 PEMFC 운전온도를 유지하기 위한 냉각시스템 및 이를 위한 제어로직을 적용할 필요가 있다. HILS는 이러한 냉각시스템 제어로직을 검증하고 연구하기 위한 방법 중 하나이다. 본 논문에서는 냉각수 제어 알고리즘 연구를 위해 HILS 시스템을 구성하였다. HILS 시스템 모델은 PEMFC, 열교환기 및 온도와 관련한 외부환경 모델로 구성되며, HILS 시스템의 하드웨어는 삼방밸브, 펌프, 열교환기로 이루어진다. 이러한 HILS를 활용하여 냉각시스템 제어 효율 향상을 위한 제어우선순위 및 제어 대상온도 설정에 대한 연구를 수행하였다. 1차 냉각회로의 삼방밸브를 우선제어대상으로 설정하고, 2차 냉각회로의 온도제어성능 보정을 위해 2차 냉각회로 삼방밸브의 개도율 하한값을 PEMFC 출력과 2차 냉각회로 냉각수 온도의 함수로 작성하여 온도제어성능을 보상할 수 있도록 하였다. 그 결과 안정적인 PEMFC 온도 제어성능을 확인하였다.

자동차 $CO_2$ 냉방시스템의 동적모델과 지능제어알고리즘 (Dynamic Models and Intelligent Control Algorithms for a $CO_2$ Automotive Air Conditioning System)

  • 한도영;장경창
    • 한국자동차공학회논문집
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    • 제14권4호
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    • pp.49-58
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    • 2006
  • In the respect of the environmental protection viewpoint, $CO_2$ may be one of the most attractive alternative refrigerants for an automotive air-conditioning system. For the development of control algorithm of a $CO_2$ automotive air-conditioning system, characteristics of a $CO_2$ refrigerant should be considered. The high-side pressure of a $CO_2$ system should be controlled in order to improve the system efficiency. In this study, dynamic physical models of a $CO_2$ system were developed and dynamic behaviors of the system were predicted by using these models. Control algorithms of a $CO_2$ system were also developed and the effectiveness of these algorithm was verified by using dynamic models.

Analysis of Series and/or Parallel Converter for V-I Output Characteristics of Solar Cell

  • Yoo J.-H.;Han J.-M.;Ryu T.-G.;Gho J.-S.;Choe G.-H.;Chae Y.-M.
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2001년도 Proceedings ICPE 01 2001 International Conference on Power Electronics
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    • pp.639-643
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    • 2001
  • Recently, photovoltaic system has been studied widely as a renewable energy system, because it does not produce environmental pollution and it has infinity energy source from the sun. A study on photovoltaic system has a lot of problems like as reappearance and repetition of some situation in the laboratory experiment for development of MPPT algorithm and islanding detection algorithm, because output characteristics of solar cell are varied by irradiation and surface temperature of solar cell. And this system is consisted a lot of solar cell unit. Therefore, the assistant equipment which emulates the solar cell characteristics which can be controlled arbitrarily by researcher is require to the researchers for reliable experimental data. In this paper, the virtual implement of solar cell (VISC) system is proposed to solve these problems and to achieve reliable experimental result on photovoltaic system. VISC system emulates the solar cell output characteristics, and this system can substitute solar cell in laboratory experiment system. To realize the VISC, mathematical model of solar cell is studied for driving converter and the DC/DC converters are compared in viewpoint of tracking error using computer simulation. And then analysis of parallel and series characteristics was done for combination of VISC model.

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Multivariable Nonlinear Model Predictive Control of a Continuous Styrene Polymerization Reactor

  • Na, Sang-Seop;Rhee, Hyun-Ku
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1999년도 제14차 학술회의논문집
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    • pp.45-48
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    • 1999
  • Model predictive control algorithm requires a relevant model of the system to be controlled. Unfortunately, the first principle model describing a polymerization reaction system has a large number of parameters to be estimated. Thus there is a need for the identification and control of a polymerization reactor system by using available input-output data. In this work, the polynomial auto-regressive moving average (ARMA) models are employed as the input-output model and combined into the nonlinear model predictive control algorithm based on the successive linearization method. Simulations are conducted to identify the continuous styrene polymerization reactor system. The input variables are the jacket inlet temperature and the feed flow rate whereas the output variables are the monomer conversion and the weight-average molecular weight. The polynomial ARMA models obtained by the system identification are used to control the monomer conversion and the weight-average molecular weight in a continuous styrene polymerization reactor It is demonstrated that the nonlinear model predictive controller based on the polynomial ARMA model tracks the step changes in the setpoint satisfactorily. In conclusion, the polynomial ARMA model is proven effective in controlling the continuous styrene polymerization reactor.

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Analysis of PWM Converter for V-I Output Characteristics of Solar Cell

  • Han, Jeong-Man;Jeong, Byung-Hwan;Gho, Jae-Seok;Choe, Gyu-Ha
    • Journal of Power Electronics
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    • 제3권1호
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    • pp.62-67
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    • 2003
  • Recently, photovoltaic system has been studied widely as a renewable energy system, because it does not produce environmental pollution and it has infinity energy source from the sun. A study on photovoltaic system has a lot of problems like as reappearance and repetition of some situation in the laboratory experiment for development of MPPT algorithm and islanding detection algorithm. because output characteristics of solar cell are varied by irradiation and surface temperature of solar cell. Therefore, the assistant equipment which emulates the solar cell characteristics which can be controlled arbitrarily by researcher is require to the researchers for reliable experimental data. In this paper, the virtual implement of solar cell (VISC) system is proposed to solve these problems and to achieve reliable experimental result on photovoltaic system. VISC system emulates the solar cell output characteristics, and this system can substitute solar cell in laboratory experiment system. To realize the VISC, mathematical model of solar cell is studied for driving converter and the DC/DC converters are compared in viewpoint of tracking error using computer simulation. Output dynamic characteristic of PV array is varied by irradiation and PWM converter performance is studied using PSIM simulator.

이산치 신호를 이용한 PV시스템의 제어특성 (The Control Characteristics of PV System Using Discrete Data Signal)

  • 김동휘;백형래
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 1999년도 전력전자학술대회 논문집
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    • pp.93-96
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    • 1999
  • Solar cell generate DC power from sunlight whose power is different at any instance according to condition of variables : insolation and temperature. In order to improve the system utility factor and efficiency of energy conversion, it is desirable to operate the PV system at maximum power point of solar cell under different condition. In this paper, Boost chopper is controlled it output voltage with a new discrete control algorithm for MPPT. PWM signal of DC-DC converter are generated with a 89C51 microcontroller. Switching frequency of DC-DC converter is set at 10KHz. Simulation and experimental results show that the PV system studied in this paper is always operated at maximum power point under different maximum power point of solar cells having stabilized output voltage waveform with relatively small ripple component

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