• Title/Summary/Keyword: Advanced Process Control

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A Takagi-Sugeno fuzzy power-distribution method for a prototypical advanced reactor considering pump degradation

  • Yuan, Yue;Coble, Jamie
    • Nuclear Engineering and Technology
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    • v.49 no.5
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    • pp.905-913
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    • 2017
  • Advanced reactor designs often feature longer operating cycles between refueling and new concepts of operation beyond traditional baseload electricity production. Owing to this increased complexity, traditional proportional-integral control may not be sufficient across all potential operating regimes. The prototypical advanced reactor (PAR) design features two independent reactor modules, each connected to a single dedicated steam generator that feeds a common balance of plant for electricity generation and process heat applications. In the current research, the PAR is expected to operate in a load-following manner to produce electricity to meet grid demand over a 24-hour period. Over the operational lifetime of the PAR system, primary and intermediate sodium pumps are expected to degrade in performance. The independent operation of the two reactor modules in the PAR may allow the system to continue operating under degraded pump performance by shifting the power production between reactor modules in order to meet overall load demands. This paper proposes a Takagi-Sugeno (T-S) fuzzy logic-based power distribution system. Two T-S fuzzy power distribution controllers have been designed and tested. Simulation shows that the devised T-S fuzzy controllers provide improved performance over traditional controls during daily load-following operation under different levels of pump degradation.

Target Birth Intensity Estimation Using Measurement-Driven PHD Filter

  • Zhang, Huanqing;Ge, Hongwei;Yang, Jinlong
    • ETRI Journal
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    • v.38 no.5
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    • pp.1019-1029
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    • 2016
  • The probability hypothesis density (PHD) filter is an effective means to track multiple targets in that it avoids explicit data associations between the measurements and targets. However, the target birth intensity as a prior is assumed to be known before tracking in a traditional target-tracking algorithm; otherwise, the performance of a conventional PHD filter will decline sharply. Aiming at this problem, a novel target birth intensity scheme and an improved measurement-driven scheme are incorporated into the PHD filter. The target birth intensity estimation scheme, composed of both PHD pre-filter technology and a target velocity extent method, is introduced to recursively estimate the target birth intensity by using the latest measurements at each time step. Second, based on the improved measurement-driven scheme, the measurement set at each time step is divided into the survival target measurement set, birth target measurement set, and clutter set, and meanwhile, the survival and birth target measurement sets are used to update the survival and birth targets, respectively. Lastly, a Gaussian mixture implementation of the PHD filter is presented under a linear Gaussian model assumption. The results of numerical experiments demonstrate that the proposed approach can achieve a better performance in tracking systems with an unknown newborn target intensity.

Selective Etching of Magnetic Layer Using CO/$NH_3$ in an ICP Etching System

  • Park, J.Y.;Kang, S.K.;Jeon, M.H.;Yeom, G.Y.
    • Proceedings of the Korean Vacuum Society Conference
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    • 2010.02a
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    • pp.448-448
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    • 2010
  • Magnetic random access memory (MRAM) has made a prominent progress in memory performance and has brought a bright prospect for the next generation nonvolatile memory technologies due to its excellent advantages. Dry etching process of magnetic thin films is one of the important issues for the magnetic devices such as magnetic tunneling junctions (MTJs) based MRAM. CoFeB is a well-known soft ferromagnetic material, of particular interest for magnetic tunnel junctions (MTJs) and other devices based on tunneling magneto-resistance (TMR), such as spin-transfer-torque MRAM. One particular example is the CoFeB - MgO - CoFeB system, which has already been integrated in MRAM. In all of these applications, knowledge of control over the etching properties of CoFeB is crucial. Recently, transferring the pattern by using milling is a commonly used, although the redeposition of back-sputtered etch products on the sidewalls and the low etch rate of this method are main disadvantages. So the other method which has reported about much higher etch rates of >$50{\AA}/s$ for magnetic multi-layer structures using $Cl_2$/Ar plasmas is proposed. However, the chlorinated etch residues on the sidewalls of the etched features tend to severely corrode the magnetic material. Besides avoiding corrosion, during etching facets format the sidewalls of the mask due to physical sputtering of the mask material. Therefore, in this work, magnetic material such as CoFeB was etched in an ICP etching system using the gases which can be expected to form volatile metallo-organic compounds. As the gases, carbon monoxide (CO) and ammonia ($NH_3$) were used as etching gases to form carbonyl volatiles, and the etched features of CoFeB thin films under by Ta masking material were observed with electron microscopy to confirm etched resolution. And the etch conditions such as bias power, gas combination flow, process pressure, and source power were varied to find out and control the properties of magnetic layer during the process.

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Design of Communication Protocols with Minimum Blocked Time for an Interactive Bicycle Simulator (자전거 시뮬레이터에서 블록 시간을 최소화하기 위한 통신 프로토콜의 설계)

  • Lee, Kyungno;Lee, Doo-Yong
    • Journal of Institute of Control, Robotics and Systems
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    • v.6 no.12
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    • pp.1099-1105
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    • 2000
  • The interactive bicycle simulator presented in this paper consists of a Stewart platform manipulator, magneto-rheological steering and braking devices, and a visual simulator. To provide a rider with reality, these devices should be controlled in real-time and motions of the devices and the visual should be also synchronized. If any of the devices and the visual gets unsynchronized due to significant blocking of control signals, the reality of the simulator is no longer secured. This paper presents communication protocols that minimize the blocked time of the control processes to guarantee the synchronization. The protocols are designed based on IPC (InterProcess Communications) of QNX, TCP/IP, and serial communication. The performance of the designed communication protocols is evaluated with the implemented bicycle simulator, and found satisfactory.

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A Study on Visual Feedback Control of Industrial Articulated Robot (산업용 다관절 로봇의 비주얼 피드백 제어에 관한 연구)

  • Shim, Byoung-Kyun;Han, Sung-Hyun
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.12 no.1
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    • pp.35-42
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    • 2013
  • This paper proposes a new approach to the designed of visual feedback control system based on visual servoing method. The main focus of this paper is presented how it is effective to use many features for improving the accuracy of the visual feedback control of industrial articulated robot for assembling and inspection of parts. Some rank conditions, which relate the image Jacobian, and the control performance are derived. It is also proven that the accuracy is improved by increasing the number of features. The effectiveness of redundant features is verified by the real time experiments on a SCARA type robot(FARA) made in samsung electronics company.

On interfacing model predictive controllers with low-level loops

  • Lee, Yongho;Park, Sunwon;Lee, Jay H.
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.301-304
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    • 1997
  • Two options arising during implementation of an advanced model-based control system on a process with low-level loops are discussed. Strengths and deficiencies of the options are examined and methods to overcome the deficiencies are proposed. Simulation results of a CSTR and distillation column are presented to demonstrate the performance improvements.

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A Study on the Precise Tracking Control in the Repetitive Manufacturing Process (반복 생산 공정에서의 정밀 추종제어에 관한 연구)

  • 신춘식;안영주;변기식
    • Journal of Advanced Marine Engineering and Technology
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    • v.24 no.1
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    • pp.112-118
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    • 2000
  • A modified repetitive control is formulated and analyzed in the discrete-time domain. Sufficient conditions for the stability of a class of repetitive controllers are given by means of the regeneration spectrum method. When a periodic signal input is drived into the two-mass-spring plant, the performance of the proposed controller which comprises a low-pass filter and two feed-forward compensators, turns out highly accurate by comparing the tracking result from the conventional LQ controller.

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Outdoor Mobile Robot Localization Algorithm using Line/Arc Features based on Laser Range Finders and 2½D Map (레이저 레인지 파인더와 2½D 지도 기반의 선분/호 개체를 이용한 이동 로봇의 실외 위치 추정 알고리즘)

  • Yoon, Gun-Woo;Kim, Jin-Bak;Kim, Byung-Kook
    • Journal of Institute of Control, Robotics and Systems
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    • v.18 no.7
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    • pp.658-663
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    • 2012
  • An accurate outdoor localization method using line/arc features is suggested for mobile robots with LRFs (Laser Range Finders) and odometry. Localization is a key process for outdoor mobile robots which are used for autonomous navigation, exploration and so on. In this paper, an accurate pose correction algorithm is proposed for mobile robots using LRFs, which use three feature types: line, circle, and arc. Using this method we can reduce the number of singular cases that robots couldn't find their pose. Finally we have got simulation results to validate the proposed algorithm.

Performance Evaluation Procedure for Advanced Emergency Braking System (자동비상제동 시스템의 안전성능평가)

  • Kim, Taewoo;Yi, Kyongsu;Choi, In Seong;Min, Kyong Chan
    • Journal of Auto-vehicle Safety Association
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    • v.7 no.2
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    • pp.25-31
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    • 2015
  • This paper presents a performance evaluation procedure for advanced emergency braking (AEB) system. To guarantee the performance of AEB system, AEB test scenario should contains various driving conditions which can be occurred in real driving condition. Also, performances of each elements of AEB system, such as sensor, decision, human machine interface (HMI) and control, should be evaluated in various situations. For this, driving conditions, road types, environment, and elements of AEB system were introduced. Test scenario has been designed to represent the real driving condition and to evaluate the safety performance of AEB system in various situations. To confirm that the proposed AEB test scenario is realistic and physically meaningful, vehicle test have been conducted in two cases of proposed AEB test scenario: subject vehicle cut-out scenario and narrow street turn left scenario.

Monitoring and Controlling Uniformity of Plasma Emission Intensity for IGZO Sputtering Process (IGZO박막 증착 공정에서 플라즈마 방출광 모니터링 및 플라즈마 균일도 제어)

  • Choi, Jinwoo;Hwang, Sang Hyuk;Kim, Woo Jae;Shin, Gi Won;Kwon, Heui Tae;Jo, Tae Hoon;Woo, Won Gyun;Cha, Sung Duk;An, Byung Chul;Park, Wan Woo;Do, Jae Chul;Kwon, Gi-Chung
    • Journal of the Semiconductor & Display Technology
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    • v.15 no.4
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    • pp.27-32
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    • 2016
  • In recent years, various researches have been conducted to improve process yields in accordance with miniaturization of semiconductor. APC(Advanced Process Control) is considered one of the methods to increase in process yields. APC is a process control technology that maintains optimal process conditions and improves the reliability of results by controlling and formulating the relationship among the various process parameters and results. We built up an optical diagnostic system with a three-channel spectrometer. The system detects signals those represent the changes of specific emission peaks intensity versus each reference and converts it into MFC control signals to get back the changes to the reference state. Controlling the MFC continues until the specific peak intensity changes into the normal state. Through this device, we tested a APC automatically responding to process changes during the plasma process. We could control gas flow while sputtering process on going and improve uniformity of plasma intensity with this system. Finally, we have got results those enhance the plasma intensity non-uniformity to 7.7% from 15.5%. Also, found unexpected oxygen flow what is estimated to be come out from IGZO target.