• 제목/요약/키워드: Power estimation

검색결과 3,025건 처리시간 0.025초

Feasibility study of using triple-energy CT images for improving stopping power estimation

  • Yejin Kim;Jin Sung Kim ;Seungryong Cho
    • Nuclear Engineering and Technology
    • /
    • 제55권4호
    • /
    • pp.1342-1349
    • /
    • 2023
  • The planning accuracy of charged particle therapy (CPT) is subject to the accuracy of stopping power (SP) estimation. In this study, we propose a method of deriving a pseudo-triple-energy CT (pTECT) that can be achievable in the existing dual-energy CT (DECT) systems for better SP estimation. In order to remove the direct effect of errors in CT values, relative CT values according to three scanning voltage settings were used. CT values of each tissue substitute phantom were measured to show the non-linearity of the values thereby suggesting the absolute difference and ratio of CT values as parameters for SP estimation. Electron density, effective atomic number (EAN), mean excitation energy and SP were calculated based on these parameters. Two of conventional methods were implemented and compared to the proposed pTECT method in terms of residuals, absolute error and root-mean-square-error (RMSE). The proposed method outperformed the comparison methods in every evaluation metrics. Especially, the estimation error for EAN and mean excitation using pTECT were converging to zero. In this proof-of-concept study, we showed the feasibility of using three CT values for accurate SP estimation. Our suggested pTECT method indicates potential clinical utility of spectral CT imaging for CPT planning.

LightGBM을 이용한 수력 펌프 유량 추정의 실험적 연구 (An Experimental Study on the Estimation Flow-rate of Venturi Pump Using LightGBM)

  • 정진범;이지환;강명철
    • 드라이브 ㆍ 컨트롤
    • /
    • 제20권4호
    • /
    • pp.123-132
    • /
    • 2023
  • In disaster situations, to facilitate rapid drainage, electric underwater pumps are installed manually. This poses a high risk of electric shock accidents due to a short circuit, and a lot of time is required for hose connection and installation of electrical devices. To solve these problems, a Venturi pump using the venturi effect without external power is used. However, Venturi pumps that operate without external power make it difficult to install flow sensors such as electric devices; consequently, it is difficult to check the real-time flow rate. This paper proposes a flow estimation logic to replace the function of the flow sensor for the venturi pump . To develop the flow estimation logic, the flow characteristics of the venturi pump, according to the operating conditions, were checked. After that, the relationship with the flow rate of the venturi pump was defined using a pressure sensor corresponding to a low-cost sensor. Finally, an analysis of the estimation error was performed using the developed flow estimation logic.

정규-지수분포에 대한 최소밀도함수승간격 추정법 (Minimum Density Power Divergence Estimation for Normal-Exponential Distribution)

  • 박노진
    • 응용통계연구
    • /
    • 제27권3호
    • /
    • pp.397-406
    • /
    • 2014
  • 최소밀도함수승간격 추정법은 Baus 등 (1998)에 의해 처음 소개된 이후 많은 관심의 대상이 되었다. 최소밀도함수승간격 추정량은 우수한 로버스트 성질을 갖고 효율성도 최우추정량에 필적한 것으로 알려져 있다. 본 논문에서는 생물정보학에서 사용되는 노말-지수 분포에 근거한 추정량을 최소밀도함수승간격 추정법을 사용하여 구하는 방법을 다루고자 한다. 그런데 그 과정에서 간격을 적분을 통해 구하는 것이 매우 어려움으로 인해 직접적인 적분 대신 라플라스 근사를 시도할 것을 제안한다. 그 결과 추정량이 다소 효율성이 줄어들지만 로버스트 성질을 갖고 있음을 수학적 방법과 모의실험을 통하여 보였다.

LDPC를 이용한 예측 기반 워터마킹 알고리듬 (Estimation-based Watermarking Algorithm with Low Density Parity Check (LDPC) Codes)

  • 임재혁;원치선
    • 대한전자공학회논문지SP
    • /
    • 제44권1호
    • /
    • pp.76-84
    • /
    • 2007
  • 본 논문에서는 워터마크 예측과 LDPC 코드를 이용하여 워터마크의 성능을 향상시키는 알고리듬을 제안한다. 워터마크 추출의 경우 삽입된 워터마크의 파워(power)가 원본 영상의 파워에 비해 아주 작기 때문에 워터마크의 추출 성능을 높이기 위해서는 워터마크의 예측이 필수적이다. 본 논문에서는 웨이블릿 영역에서 잡음 제거 필터를 사용하여 워터마크의 예측을 수행하였다. 이렇게 예측된 워터마크에 에러가 발생할 경우 LDPC 코드를 사용하여 수정하였다. 에러 수정 시 삽입된 워터마크의 통계적인 특성을 사용하여 기존의 LDPC 코드의 성능보다 우수한 실험 결과를 도출하였다.

파워흐름해석을 위한 분포가진 및 연결부 가진의 입력파워추정 연구 (Estimation of Distributed and Joint-excited Input Power for Power Flow Analysis)

  • 김동진;홍석윤
    • 대한조선학회논문집
    • /
    • 제43권5호
    • /
    • pp.597-603
    • /
    • 2006
  • The estimations of distributed and joint-excited input power for Power Flow Analysis are accomplished in this paper. Using Fourier transform, the displacements of infinite structures are derived, and the input power of distributed excitation can be estimated. The obtained results compare the real input power with the estimation of input power. When the exciting force acts on the joint of coupled structures, it is estimating the power that is transferred to each structure. Appling this input power, the results of energy density and intensity of Power Flow Analysis can be compared with the classical solutions.

Design and Implementation of Instantaneous Power Estimation Algorithm for Unified Power Conditioner

  • S., Sindhu;M.R., Sindhu;Nambiar, T.N.P.
    • Journal of Power Electronics
    • /
    • 제19권3호
    • /
    • pp.815-826
    • /
    • 2019
  • This paper discusses a simple control approach for a Unified Power Conditioner (UPC) system to achieve power quality compensation at the point of common coupling in distribution systems. The proposed Instantaneous Power Estimation Algorithm (IPEA) for shunt and series active power filters uses a simple mathematical concept that reduces the complexity in the design of the controller. The performance of a UPC is verified with a system subjected to voltage distortions, sags/swells and unbalanced loads using MATLAB/SIMULINK. The simulation study shows that a UPC with the proposed control algorithm can effectively compensate for voltage and current harmonics, unbalance and reactive power. The control algorithm is experimentally implemented using dSPACE DS1104 and its effectiveness has been verified.

개선된 순시무효전력 보상기를 이용한 IPMSM의 센서없는 속도제어 (A Sensorless Control of IPMSM using the Improving Instantaneous Reactive Power Compensator)

  • 나재두
    • 전기학회논문지
    • /
    • 제67권10호
    • /
    • pp.1303-1307
    • /
    • 2018
  • A improving sensorless compensator for the IPMSM(Interior Permanent Magnet Synchronous Motor) drive system is proposed. Generally, the motor drive system is required the robust parameter variation and disturbance. The speed estimation methods of the conventional IRP(Instantaneous Reactive Power) compensator is improved by the speed estimation techniques of the current model observer with the proposed instantaneous reactive power compensator. Performance evaluations of the novel speed error compensator and sensorless control system are carried out by the experiments.

주축 모터 동력을 이용한 절삭력 예측 (Cutting Force Estimation Using Spindle Motor Power)

  • 최영준;김기대;주종남
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 1997년도 춘계학술대회 논문집
    • /
    • pp.1088-1094
    • /
    • 1997
  • An indirect cutting torque and cutting force estimation method is presented. This method uses a time-domain model between the spindle motor power, which calculated form measured spindle motor current and voltage. Spindle motor power is linear with cutting torque in this model. The cutting force is proportional to the cutting torque. Using trial cut, parameters are determined. Static sensitivity is suitable for various cutting conditions. The presented method is verified under several cutting tests on the CNC horizontal machining center.

  • PDF

효과적인 불량정보제거법에 의한 전력계통에서의 장웅추정에 관한 연구 (State Estimation in Power System by Efficient Elimination Method of Bad Data)

  • 김준현;이종범
    • 대한전기학회논문지
    • /
    • 제33권9호
    • /
    • pp.364-371
    • /
    • 1984
  • This paper describes a method for the state estimation in electric power system. The state values are estimated through the weighted least square method considering the bad data. Then, the bad data are identified by using sensitivity coefficients of power system after being detected the bad data through the distribution of T. This method was applied to the model power system, and, the results of test for proposed method are given.

  • PDF

Sensorless Control of the Synchronous Reluctance Machine

  • Kilthau, A.;Pacas, J.M.
    • Journal of Power Electronics
    • /
    • 제2권2호
    • /
    • pp.95-103
    • /
    • 2002
  • The paper deals with the control of the synchronous reluctance machine without position senser. A method for the computation of the transformation angle out of terminal voltages and currents is presented. The injection of test signals allows operation at zero speed. Fundamental for this control scheme is the angle estimation method over the whole operating range including field-weakening is discussed in detail. The implementation of the angle estimation method in a rotor-oriented control scheme and practical results are demonstrated.