• 제목/요약/키워드: Human-in-the-loop system

검색결과 108건 처리시간 0.029초

Development of human-in-the-loop experiment system to extract evacuation behavioral features: A case of evacuees in nuclear emergencies

  • Younghee Park;Soohyung Park;Jeongsik Kim;Byoung-jik Kim;Namhun Kim
    • Nuclear Engineering and Technology
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    • 제55권6호
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    • pp.2246-2255
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    • 2023
  • Evacuation time estimation (ETE) is crucial for the effective implementation of resident protection measures as well as planning, owing to its applicability to nuclear emergencies. However, as confirmed in the Fukushima case, the ETE performed by nuclear operators does not reflect behavioral features, exposing thus, gaps that are likely to appear in real-world situations. Existing research methods including surveys and interviews have limitations in extracting highly feasible behavioral features. To overcome these limitations, we propose a VR-based immersive experiment system. The VR system realistically simulates nuclear emergencies by structuring existing disasters and human decision processes in response to the disasters. Evacuation behavioral features were quantitatively extracted through the proposed experiment system, and this system was systematically verified by statistical analysis and a comparative study of experimental results based on previous research. In addition, as part of future work, an application method that can simulate multi-level evacuation dynamics was proposed. The proposed experiment system is significant in presenting an innovative methodology for quantitatively extracting human behavioral features that have not been comprehensively studied in evacuation. It is expected that more realistic evacuation behavioral features can be collected through additional experiments and studies of various evacuation factors in the future.

Fully automated ethanolic loop synthesis of the [11C]OMAR

  • Jang, Keun Sam;Song, Ho-Chun
    • 대한방사성의약품학회지
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    • 제2권2호
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    • pp.137-142
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    • 2016
  • We have successfully synthesized of 4-cyano-1-(2,4-dichlorophenyl)-5-(4-[$^{11}C$]methoxyphenyl)-N-(piperidin-1-yl)-1H-pyrazole-3-carboxzmide ([$^{11}C$]OMAR), which has been shown a progressing candidate to human brain PET study, from fully automated loop method using ethanol as the only solvent for the entire manufacturing process. The radiochemical yield of [$^{11}C$]OMAR was observed in $4.1{\pm}0.2%$ with $4990{\pm}384Ci/mmol$ of the specific activity and total synthesis time was about 45 minutes after HPLC purification (n = 3, decay corrected) from ethanolic loop system, which was exhibited to better results compared with conventional methods. Ethanolic loop chemistry is favorable and efficient method by simplifies manufacturing procedures as well as satisfied suitable for human administration.

Human Assistance Robot Control by Artificial Neural Network for Accuracy and Safety

  • Zhang, Tao;Nakamura, Masatoshi
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2003년도 ISIS 2003
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    • pp.368-371
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    • 2003
  • A new accurate and reliable human-in-the-loop control by artificial neural network (ANN) for human assistance robot was proposed in this paper. The principle of human-in-the-loop control by ANN was explained including the system architecture of human assistance robot control the design of the controller the control process as well as the switching of the different control patterns. Based on the proposed method, the control of meal assistance robot was implemented. In the controller of meal assistance robote a feedforward ANN controller was designed for the accurate position control. For safety a feedback ANN forcefree control was installed in the meal assistance robot. Both controllers have taken fully into account the influence of human arm upon the meal assistance robote and they can be switched smoothly based on the external force induced by the challenged person arm. By the experimental and simulation work of this method for an actual meal assistance robote the effectiveness of the proposed method was verified.

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Human-in-the-Loop Simulation Analysis of Integrated RPAS Operations in Trajectory Based Operations Environment

  • Oh, Hyeju;Kang, Jisoo;Kang, Seon-Young;Choi, Keeyoung;Lee, Hak-Tae;Jung, Hyuntae;Moon, Woo-Choon
    • International Journal of Aeronautical and Space Sciences
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    • 제17권4호
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    • pp.604-613
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    • 2016
  • In this paper, Human-in-the-Loop (HiTL) simulations of Remotely Piloted Aircraft System (RPAS) operations in two different Air Traffic Management (ATM) concepts, conventional radar vectoring and Trajectory Based Operations (TBO), were performed to assess the impacts of RPAS integration in the future ATM environment. TBO concept maximizes the throughput by planning and sharing 4-D trajectories between pilots and controllers, and it is considered one of the key concepts to enable RPASs to operate with manned aircraft in congested airspaces. RPASs are characterized by having communication delay or temporary loss of communication. TBO capability was added to the integrated air traffic simulation system for this study, which was developed in the Inha University. HiTL simulations were performed by a trainee air traffic controller with three scenarios, and the data were analyzed using safety, efficiency, and controller workload metrics. The results suggest that TBO were effective in reducing delays and controller workload while maintaining the level of safety.

2차원 와이어 구동식 중량물 권양 시스템을 위한 퍼지제어기 설계 (Design of Fuzzy Controller for a 2-Dimensional Wire-Driven Heavy Material Lifting System)

  • 이용찬;이형준;이연정
    • 한국지능시스템학회논문지
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    • 제25권2호
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    • pp.97-104
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    • 2015
  • 본 논문에서는 중량물을 들어 올리는 작업자를 돕기 위한 2차원 와이어 구동식 중량물 권양 시스템과 퍼지제어기를 제안한다. 2차원 와이어 구동식 중량물 권양 시스템은 사람이 전체 제어루프에 포함된 인간지원시스템의 일종이다. 기존 인간지원시스템 대부분의 제어 방식이 사용자의 특성을 고려하지 못하는 단점을 해결하기 위하여 물건을 들어 올리는 작업자의 힘을 덜어주어야 하는 요구조건과 사람의 작업 모션을 고려한 퍼지제어기 설계 방식을 제안한다. 실험을 통해 제안된 시스템의 2차원 작업 모션의 성능을 검증한다.

LQG/LTR제어기법을 이용한 자동차 서스펜션 시스템의 진동제어 (Vibration Contol of Automotive Suspension System using the LQG/LTR Control Methodology)

  • 안정근;송창훈;유삼현;이종원
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2001년도 추계학술대회논문집A
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    • pp.646-653
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    • 2001
  • LQG/LTR Control Methology is recently used for the analysis of multi-variable control in frequency domain. Target filter loop is designed by the demanding requirements such as cross-over frequency, disturbance rejection in low frequency domain, zero steady-state error, identification of maximum and minimum singular values and sensor noise rejection in high frequency domain. Loop transfer recovery is accomplished by solving the cheap control and then simulation close to the target filter loop. In this study, LQG/LTR Control Methodology is applied to the seat suspension system. It is found that this technique is very effective to control the system and improve the ride quality of human body.

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Development of diagnostic method for human Astrovirus with rapid, specific and high sensitivity using loop-mediated isothermal amplification method

  • Lee, Jin-Young;Rho, Jae Young
    • 농업과학연구
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    • 제47권1호
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    • pp.173-182
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    • 2020
  • Human Astrovirus (HuAstV), known as a waterborne virus, is a group IV positive-sense single-stranded RNA that belongs to Astroviridae. The first outbreak of HuAstV was reported in England in 1975. HuAstV can exist not only among clinical patients but also in various water environments, such as water for agriculture and vegetables. For diagnosis of HuAstV from water samples, a polymerase chain reaction (PCR) system has been developed. However, the PCR-based diagnostic method has problems in field application, such as reaction time, sensitivity and specificity. For this reason, in this study we developed the loop-mediated isothermal amplification assay (LAMP) system, aimed specifically at HuAstV. Three prepared LAMP primer sets were tested by specificity, non-specificity and sensitivity; one LAMP primer set was selected with optimum reaction temperature. The developed LAMP primer set reaction conditions were confirmed at 62℃, and detection sensitivity was 1 fg/μL. In addition, restriction enzyme HaeIII (GG/CC) was introduced to confirm that the LAMP reaction was positive. As a result, selected LAMP primer set was 100 - 1000 times more specific, rapid, and sensitive than conventional-nested PCR methods. For verification of the developed LAMP assay, twenty samples of cDNA from groundwater samples were tested. We expect that the developed LAMP assay will be used to diagnose HuAstV from various samples.

Development of A Lane Departure Monitoring and Control System

  • Huh Kunsoo;Hong Daegun;Stein Jeffrey L.
    • Journal of Mechanical Science and Technology
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    • 제19권11호
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    • pp.1998-2006
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    • 2005
  • The lane departure avoidance systems have been considered promising to assist human drivers in AVCS (Advanced Vehicle Control System). In this paper, a lane departure monitoring and control system is developed and evaluated in the hardware-in-the-loop simulations. This system consists of lane sensing, lane departure monitoring and active steering control subsystems. The road image is obtained based on a vision sensor and the lane parameters are estimated using image processing and Kalman Filter technique. The active steering controller for avoiding the lane departure is designed based on the lane departure metric. The proposed lane departure avoidance system is realized in a steering HILS (hardware-in-the-loop simulation) tool and its performance is evaluated with a driver in the loop.

인체 부착형 기기를 고려한 변형된 Alford 루프 안테나 설계 (Design of a Modified Alford Loop Antenna for On-Body Devices)

  • 박중기;이준석;최재훈
    • 한국전자파학회논문지
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    • 제25권1호
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    • pp.25-31
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    • 2014
  • 본 논문에서는 인체 내 외부간 근거리 통신망인 WBAN(Wireless Body Area Network)에서 인체 부착형 기기간 통신링크를 원활하게 구성하기 위한 변형된 Alford 안테나를 제안하였다. 제안된 안테나는 인체의 영향을 고려해 설계하였으며, ISM(The Industrial, Scientific and Medical, 2.4~2.485 GHz) 대역에서 동작한다. 기존 Alford 루프 안테나는 low-profile인 장점이 있지만, 인체 부착용 시스템의 다른 부품을 설치할 접지면이 존재하지 않고 balanced 급전 구조를 사용하기 때문에 on-body 안테나로 적합하지 않다. 따라서 본 논문에서는 on-body 환경에서 동작할 수 있는 접지면이 포함된 unbalanced 급전 구조를 갖는 안테나를 제안하였다. 또한, 안테나가 인체에 부착되어 안테나 성능에 미치는 영향을 고려하기 위해 모의 인체를 통해 모의실험과 측정을 수행하였다. 제안된 안테나는 모노폴 형태의 방사 패턴을 갖는 low-profile 구조이며, ISM 대역 내에서 10 dB 반사 손실을 만족한다. 안테나는 on-body 통신 환경에 적합한 표면지향성 특성을 갖는다.

Automatic Blood Pressure Control Using PI Controller with $H_{\infty}$ Loop-Shaping

  • Han, Jeong-Yup;Lee, Sang-Kyung;Park, Hong-Bae
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.326-329
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    • 2004
  • In this paper, we show a new form of blood pressure controller combined PI control with $H_{\infty}$ loop-shaping. Hypertensive patients or post-operative patients need to maintain normally blood pressure. Exact regulation of blood pressure is needed for maintaining variable blood pressure of preventing complications. The regulation of blood pressure is achieved by injecting drugs, and usually sodium nitroprusside is used as those kinds of drugs. It is necessary to control the infusion rate sodium-nitroprusside carefully to achieve the desired blood pressure. It has been known that regulation of blood pressure by automatic controller is more effective than regulation of blood pressure by human operators. The control of blood pressure has many constraints and uncertainties. Most of biological system has the time-varying variables and the side effects such as increased risk of sepsis and organ failure. To solve such a problem, we design a new robust PI controller using $H_{\infty}$ loop-shaping to decrease noise effects that come out from human body and errors for time delay. The system with designed controller shows more stable control of mean blood pressure and more robust performance for uncertainties. Validation methods for the control performance are confirmed to computer simulations.

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