• 제목/요약/키워드: trajectory optimization

검색결과 241건 처리시간 0.029초

이동용 로봇의 퍼지 기반 추적 제어 (Fuzzy Rule Based Trajectory Control of Mobile Robot)

  • 이윤형;진강규;최형식;박한일;장하용;소명옥
    • Journal of Advanced Marine Engineering and Technology
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    • 제34권1호
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    • pp.109-115
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    • 2010
  • 본 논문은 퍼지 제어를 통한 이동용 로봇에 대한 추적 제어에 대해서 다루고 있다. 이동용 로봇은 Mamdani 형식의 퍼지 제어기로 제어 된다. 퍼지 제어기에 있어서 이동용 로봇과 목표 사이의 각도와 각도의 변화율이 입력으로 사용되고, 출력으로 조향각이 추론되어 제어입력이 된다. 퍼지 규칙은 전문가의 경험적 지식을 참조하여 7개를 사용하였다. 또한 퍼지 제어기 설계에 있어서 하나의 관심 분야인 환산계수(scaling factor) 조정 방법에 대해 제안한다. 본 논문에서는 이를 위해 파라미터 최적화 분야에서 잘 알려진 실수코딩 유전알고리즘을 적용하였다. 시뮬레이션을 통해 다양한 초기 조향각이 주어진 경우, 목표치에 대한 추적 안정성을 보여 퍼지 제어기의 유효성이 확인된다.

Stereotactic Multiplanar Reformatted Computed Tomography-Guided Catheter Placement and Thrombolysis of Spontaneous Intracerebral Hematomas

  • Hwang, Jae-Ha;Han, Jong-Woo;Park, Kyung-Bum;Lee, Chul-Hee;Park, In-Sung;Jung, Jin-Myung
    • Journal of Korean Neurosurgical Society
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    • 제44권4호
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    • pp.185-189
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    • 2008
  • Objective : The authors present their experiences with stereotactic multiplanar reformatted (MPR) computed tomography (CT)-guided catheter placement for thrombolysis of spontaneous intracerebral hematoma (sICH) and their clinical results. Methods : In 23 patients with sICH, MPR CT-guided catheter placement was used to select the trajectory and target point of hematoma drainage. This group was comprised of 11 men and 12 women, and the mean age was 57.5 years (range, 31-79 years). The patients' initial Glasgow Coma Scale scores ranged from 7 to 15 with a median of 11. The volume of the hematoma ranged from 24 mL to 86 mL (mean 44.5 mL). A trajectory along the main axis of the hematoma was considered to be optimal for thrombolytic therapy. The trajectory was calculated from the point of entry through the target point of the hematoma using reformatted images. Results : The hematoma catheter was left in place for a median duration of 48.9 hours (range 34 to 62 hours). In an average of two days, the average residual hematoma volume was 6.2 mL (range 1.4 mL to 10.2 mL) and was reduced by an average of 84.7% (range 71.6% to 96.3%). The residual hematoma at postoperative seven days was less than 5 mL in all patients. There was no treatment-related death during hospitalization. Conclusion : The present study indicates that stereotactic MPR CT-guided catheter placement for thrombolysis is an accurate and safe procedure. We suggest that this procedure for stereotactic removal of sICH should be considered for the optimization of the trajectory selection in the future.

혼합 추력 방식의 지구-달 최적 전이궤적 설계인자에 따른 비교연구 (A Parametric Study on Optimal Earth-Moon Transfer Trajectory Design Using Mixed Impulsive and Continuous Thrust)

  • 이대로;노태수;이지만;전경언
    • 한국항공우주학회지
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    • 제39권11호
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    • pp.1021-1032
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    • 2011
  • 본 논문은 혼합 추력 방식의 지구-달 최적 전이궤적의 설계를 위하여 설계인자에 따른 비교연구를 수행하였다. 지구 및 달의 인력을 동시에 고려하는 평면상 원형 제한 3체 궤도운동 모델을 바탕으로 지구 출발시에는 순간 추력을, 지구-달 천이 과정 및 달 임무궤도 투입시에는 연속 추력을 사용하는 혼합형 궤적전이 방법을 적용하였다. 설계 인자로 설정된 추력 가중치와 비행시간의 다양한 조합에 따라 지구 출발시 Direct Departure 및 Spiral Departure Trajectory, 달 도착시 무추력 투입(Ballistic Capture)이 가능한 전이궤적를 설계하였고, 각 궤적에 필요한 순간 및 연속 추력 요구량을 상세히 제시하였다.

IP법을 이용한 유효전력제어에 관한 연구 (A Study on the Real Power Optimization Using Interior-Point Method)

  • 정순영;정재길;이인용;정인학;현승범
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 하계학술대회 논문집 A
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    • pp.99-101
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    • 2000
  • Different optimization algorithms have been proposed to solve real and reactive power optimization problems. Most of all, linear programming techniques that employed a simplex method have been extensively used. But, the growth in the size of power systems demands faster and more reliable optimization techniques. An Interior Point(IP) mehod is based on an interior point approach to aim the solution trajectory toward the optimal point and is converged to the solution faster than the simplex method. This paper deals with the use of Successive Linear Programming(SLP) for the solution of the Security Constrained Economic Dispatch(SCED) problem. This problem is solved using the IP method. A comparison with simplex method shows that the interior point technique is reliable and faster than the simplex algorithm.

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연속 회분식 반응기에서 최적 질소 제거를 위한 최적 궤적 찾기와 재최적화 (Optimal Trajectory Finding and re-optimization of SBR for Nitrogen Removal)

  • 김영황;유창규;이인범
    • Korean Chemical Engineering Research
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    • 제45권1호
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    • pp.73-80
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    • 2007
  • 본 연구는 생물학적 폐수 처리 공정인 연속 회분식 반응기(sequencing batch reactor, SBR)에서 질소 제거 최적화를 위해 활성 오니 공정모델(activated sludge model, ASM No.1, ASM1)과 반복 동적 프로그래밍(iterative dynamic programming, IDP)을 이용하여 SBR의 처리 기준을 만족하면서 최적 운전 조건을 탐색하고 하는 것을 목적으로 하였다. 연속 회분식 반응기의 최적화를 위해 에너지 최소화와 최소 회분 시간이 질소 처리의 농도 그래프의 면적과 비례하는 점을 이용하여 이를 고려한 새로운 performance index를 제안하였다. 회분 시간과 에너지에 대항하는 면적에 적절한 비중(weight)을 줌으로써 최소 회분 시간과 최소 에너지 문제를 동시에 고려하였다. SBR에서 IDP를 이용한 최적 운전서 최적 용존 산소 농도의 설정치가 전체 회분 시간과 전체 에너지 비용에 동시에 영향을 미침을 알 수 있었고 최적 운전시 기존의 운전 방법과 같은 유기물과 질소 제거가 가능하고 동시에 전체 비용을 20%까지 줄일 수 있었다. 더 나아가 공정이상으로 실제 공정이 모델과 다른 모델링 에러에 의해 잘못된 모사의 경우에도 IDP를 이용하여 다시 재최적화할 수 있음을 보였다.

하이브리드형 로봇의 동역학적 모델링과 해석에 관한 연구

  • 전승수;한창수
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1993년도 춘계학술대회 논문집
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    • pp.315-319
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    • 1993
  • A dynamic modeling, analysis, and optimum design issuess for the Hybrid type of robot are addressed. The dynamic modeling can be used to describe acceleration and velocity properties of the system explicitly in terms of the actuating forces is coded in C language based on the kinematic influence coefficients(KIC). By using this modeling simulation, the actuating forces needed for the robot follows the given trajectory are calculated. Also, for the design concept, the optimum geometric configuration of the system that minimizes the maximum actuating forces is found by using the optimization techique.

Propulsion System Design and Optimization for Ground Based Interceptor using Genetic Algorithm

  • Qasim, Zeeshan;Dong, Yunfeng;Nisar, Khurram
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2008년 영문 학술대회
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    • pp.330-339
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    • 2008
  • Ground-based interceptors(GBI) comprise a major element of the strategic defense against hostile targets like Intercontinental Ballistic Missiles(ICBM) and reentry vehicles(RV) dispersed from them. An optimum design of the subsystems is required to increase the performance and reliability of these GBI. Propulsion subsystem design and optimization is the motivation for this effort. This paper describes an effort in which an entire GBI missile system, including a multi-stage solid rocket booster, is considered simultaneously in a Genetic Algorithm(GA) performance optimization process. Single goal, constrained optimization is performed. For specified payload and miss distance, time of flight, the most important component in the optimization process is the booster, for its takeoff weight, time of flight, or a combination of the two. The GBI is assumed to be a multistage missile that uses target location data provided by two ground based RF radar sensors and two low earth orbit(LEO) IR sensors. 3Dimensional model is developed for a multistage target with a boost phase acceleration profile that depends on total mass, propellant mass and the specific impulse in the gravity field. The monostatic radar cross section (RCS) data of a three stage ICBM is used. For preliminary design, GBI is assumed to have a fixed initial position from the target launch point and zero launch delay. GBI carries the Kill Vehicle(KV) to an optimal position in space to allow it to complete the intercept. The objective is to design and optimize the propulsion system for the GBI that will fulfill mission requirements and objectives. The KV weight and volume requirements are specified in the problem definition before the optimization is computed. We have considered only continuous design variables, while considering discrete variables as input. Though the number of stages should also be one of the design variables, however, in this paper it is fixed as three. The elite solution from GA is passed on to(Sequential Quadratic Programming) SQP as near optimal guess. The SQP then performs local convergence to identify the minimum mass of the GBI. The performance of the three staged GBI is validated using a ballistic missile intercept scenario modeled in Matlab/SIMULINK.

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Resolution of kinematic redundancy using contrained optimization techniques under kinematic inequality contraints

  • Park, Ki-Cheol;Chang, Pyung-Hun
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 Proceedings of the Korea Automatic Control Conference, 11th (KACC); Pohang, Korea; 24-26 Oct. 1996
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    • pp.69-72
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    • 1996
  • This paper considers a global resolution of kinematic redundancy under inequality constraints as a constrained optimal control. In this formulation, joint limits and obstacles are regarded as state variable inequality constraints, and joint velocity limits as control variable inequality constraints. Necessary and sufficient conditions are derived by using Pontryagin's minimum principle and penalty function method. These conditions leads to a two-point boundary-value problem (TPBVP) with natural, periodic and inequality boundary conditions. In order to solve the TPBVP and to find a global minimum, a numerical algorithm, named two-stage algorithm, is presented. Given initial joint pose, the first stage finds the optimal joint trajectory and its corresponding minimum performance cost. The second stage searches for the optimal initial joint pose with globally minimum cost in the self-motion manifold. The effectiveness of the proposed algorithm is demonstrated through a simulation with a 3-dof planar redundant manipulator.

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분리된 조작도를 이용한 여유자유도 로봇의 최적 자세에 관한 연구 (Study on the Optimal Posture for Redundant Robot Manipulators Based on Decomposed Manipulability)

  • 이지홍;원경태
    • 제어로봇시스템학회논문지
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    • 제5권3호
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    • pp.249-256
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    • 1999
  • The conventional robot manipulability is decomposed into linear manipulability and angular manipulability so that they may be analysed and visualized in easy way even in the case of 3 dimensional task space with 6 variables. After the Jacobian matrix is decomposed into linear part and angular part, constraint on joint velocities is transformed into linear task velocity and angular task velocity through the decomposed Jacobian matrices. Under the assumption of redundant robot manipulators, several optimization problems which utilize the redundancy are formulated to be solved by linear programming technique or sequential quadratic programming technique. After deriving the solutions of the optimization problems, we give graphical interpretations for the solutions.

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칸반 시스템의 분석과 설계

  • 김성철
    • 경영과학
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    • 제9권1호
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    • pp.3-15
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    • 1992
  • In this paper, we study a manufacturing system of serial stages with general service times, in which the production of each stage and the coordination of stages are controlled by Kanban discipline. This Kanban discipline is modeled as a Discrete Event Dynamic System and a system of recursive equations is applied to study the dynamics of the system. The recursive relationship enables us to compare this Kanban discipline with the other blocking disciplines such as transfer blocking, service blocking, block-and-hold b, and block-and-hold K, and the Kanban is shown to be superior to the other disciplines in terms of makespan and throughput. As a special case, two stages Kanban system is modeled as $C_2/C_2/1/N$ queueing system, and a recursive algorithm is developed to calculate the system performance. In optimizing the system performance, the stochastic optimization approach of Robbins-Monro is employed via perturbation analysis, the way to estimate the stochastic partial derivative based on only one sample trajectory of the system, and the required commuting condition is verified. Then the stochastic convexity result is established to provide second-order optimality condition for this parametric optimization problem.

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