• 제목/요약/키워드: Robot Task Planning

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HyperNEAT를 이용한 4족 보행 로봇의 이동 제어 (Locomotion Control of 4 Legged Robot Using HyperNEAT)

  • 장재영;현수환;서기성
    • 한국지능시스템학회논문지
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    • 제21권1호
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    • pp.132-137
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    • 2011
  • 4족 보행로봇은 보행 안정성이 높아서 향후 다양한 분야에 활용이 기대되며, 효율적인 보행을 위한 걸음새의 생성과 제어가 중요하다. 특히, 다양한 로봇 모델들에 대한 수요와 여러 가지 걸음 동작의 필요성으로 인하여 자동적인 걸음새 생성기법이 요구된다. 본 논문에서는 HyperNEAT(Hypercube-based NeuroEvolution of Augmenting Topologies)를 사용하여 지형변화에 적응 가능한 4족 보행로봇의 걸음새를 생성하고, 바이올로이드로 구성된 4족 보행로봇에 대하여 ODE 기반의 Webots 시뮬레이션을 통해서 보행 실험을 수행하고 결과를 분석한다.

메타인지 발달을 위한 인지적 도제 기반의 로봇 프로그래밍 교수.학습 모형 개발 (Development of a Robot Programming Instructional Model based on Cognitive Apprenticeship for the Enhancement of Metacognition)

  • 연혜진;조미헌
    • 정보교육학회논문지
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    • 제18권2호
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    • pp.225-234
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    • 2014
  • 로봇 프로그래밍은 주어진 과제를 해결하기 위한 알고리즘을 계획하고, 그 알고리즘을 구현하며, 그 결과를 로봇이라는 매체를 통해서 쉽게 확인하고 오류를 수정할 수 있도록 한다. 따라서 로봇 프로그래밍은 반성적 사고에 기반을 둔 문제해결의 과정이며, 학생들의 메타인지와 밀접히 관련된다. 이에 본 연구는 학생의 메타인지 발달을 위한 로봇 프로그래밍 교수 학습 모형을 개발하는 것을 목적으로 수행되었다. 로봇 프로그래밍 교수 학습의 단계를 '학습과제 탐구', '교사의 모델링', '과제 수행 계획 및 시각화', '과제 수행', '자기 평가 및 강화' 등과 같은 5가지로 나누고, 각 단계의 활동들을 메타인지 주요 전략들(계획, 모니터링, 조절, 평가)와 연계하였다. 또한 학생들의 프로그래밍 활동과 메타인지 전략의 활용을 지원하기 위하여 인지적 도제를 기반으로 '모델링', '코칭', '스캐폴딩'과 같은 전략들을 교수 학습 모델과 연계하여 명시하였다. 이와 더불어서, 메타인지 활동을 지원하기 위해서 자기질문법을 도입하여, 학생들이 로봇 프로그래밍 활동의 각 단계별로 사용할 수 있는 자기질문 등을 제시하였다.

지능형로봇 행동의 능동적 계획수립을 위한 온톨로지 기반 사용자 의도인식 (Ontology-based User Intention Recognition for Proactive Planning of Intelligent Robot Behavior)

  • 전호철;최중민
    • 한국지능시스템학회논문지
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    • 제21권1호
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    • pp.86-99
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    • 2011
  • 사용자의 행동에 따른 의도 인식의 불확실성 때문에 사용자가 동일한 행동을 하더라도 상황에 따라 그 의도는 다르게 해석되며, 불확실성을 최소화함으로써 사용자 의도 인식의 정확성을 향상 시킬 수 있다. 본 논문에서는 사용자 의도 인식을 위한 온톨로지 기반의 새로운 방법을 제안하고, 불확실성을 최소화하는 방법을 제안한다. 제안하는 방법은 사용자 의도에 대한 온톨로지를 생성하고, 사용자 의도간 계층적 구조와 관계를 RuleML과 동적 베이지안 네트워크를 이용해서 정의하며, 온도, 습도, 시각 등의 수집된 센서 데이터와 정의된 RuleML을 통해 사용자 의도 인식을 보다 정확하게 하는 것이다. 로봇의 능동적 계획수립 방법의 성능을 평가하기 위해 시뮬레이터를 개발했고, 밝생 가능한 모든 상황에 대해 의도인식의 정확도를 측정하는 실험을 했으며, 이에 대한 결과를 제시하였다. 실험결과 비교적 높은 수준의 의도인식 정확도를 나타냈다. 그러나 불확실성을 내재한 행동이 보다 정확한 의도 인식을 방해한다는 것을 알 수 있었다.

도장공정의 로보틱자동화를 위한 설계 지원 CAD/CAM 시스템 (A CAD/CAM system for designing robotic painting line)

  • 서석환;조정훈;강대호;전치혁;박춘열
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국내학술편); Seoul National University, Seoul; 20-22 Oct. 1993
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    • pp.1129-1135
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    • 1993
  • For successful implementation of robotic painting system, a structured design and analysis procedure is necessary. In designing robotic system, both functional and economical feasibility should be investigated. As the robotization is complicated task involving implementation details(such as robot selection, accessory design, and spatial layout) together with operation details, a computerized method should be sought. However, any conventional robotic design system and off-line programming system cannot accomodate such a need. In this research, we develop an interactive design support system for robotization of a cycle painting line. With the developed system called SPRPL(Simulation Package for Robotic Painting Line) users can design the painting objects(via FRAME module), select robot model (ROBOT), design the part hanger (FEEDER), and arrange the workcell. After motion programming (MOTION), the design is evaluated in terms of: a) workspace analysis, b) coating thickness analysis, and c) cycle time (ANALYSIS). By iterative design and evaluation procedure, a feasible and efficient robotic design can be attained. As the developed system has motion planning and analysis features, it can be also used as an off-line robot programming system in operation stage. Including the details of each module, this paper also presents a case study made for an actual painting line.

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A force-Guided Control with Adaptive Accommodation Bor Complex Assembly

  • Sungchul Kang;Kim, Munsang;Lee, Chong W.;Lee, Kyo-Il
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1998년도 제13차 학술회의논문집
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    • pp.14-19
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    • 1998
  • In this paper, a target approachable force-guided control with adaptive accommodation for the complex assembly is presented. The complex assembly (CA) is defined as a task which deals with complex shaped parts including concavity or whose environment is so complex that unexpected contacts occur frequently during insertion. CA tasks are encountered frequently in the field of the manufacturing automation and various robot applications. To make CA successful, both the bounded wrench condition and the target approachability condition should be satisfied simultaneously during insertion. By applying the convex optimization technique, an optimum target approaching twist can be determined at each instantaneous contact state as a global minimum solution. Incorporated with an admissible perturbation method, a new CA algorithm using only the sensed resultant wrench and the target twist is developed without motion planning nor contact analysis which requires the geometry of the part and the environment. Finally, a VME-bus based real-time control system is built to experiment various CA task. T-insertion task as a planar CA and double-peg assembly task as a spacial assembly were successfully executed by implementing the new force-guided control with adaptive accommodation.

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Optimal Trajectory Control for Robort Manipulators using Evolution Strategy and Fuzzy Logic

  • 박진현;김현식;최영규
    • 제어로봇시스템학회지
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    • 제1권1호
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    • pp.16-16
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    • 1995
  • Like the usual systems, the industrial robot manipulator has some constraints for motion. Usually we hope that the manipulators move fast to accomplish the given task. The problem can be formulated as the time-optimal control problem under the constraints such as the limits of velocity, acceleration and jerk. But it is very difficult to obtain the exact solution of the time-optimal control problem. This paper solves this problem in two steps. In the first step, we find the minimum time trajectories by optimizing cubic polynomial joint trajectories under the physical constraints using the modified evolution strategy. In the second step, the controller is optimized for robot manipulator to track precisely the optimized trajectory found in the previous step. Experimental results for SCARA type manipulator show that the proposed method is very useful.

Optimal Trajectory Control for RobortManipulators using Evolution Strategy and Fuzzy Logic

  • Park, Jin-Hyun;Kim, Hyun-Sik;Park, Young-Kiu
    • Transactions on Control, Automation and Systems Engineering
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    • 제1권1호
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    • pp.16-20
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    • 1999
  • Like the usual systems, the industrial robot manipulator has some constraints for motion. Usually we hope that the manipulators move fast to accomplish the given task. The problem can be formulated as the time-optimal control problem under the constraints such as the limits of velocity, acceleration and jerk. But it is very difficult to obtain the exact solution of the time-optimal control problem. This paper solves this problem in two steps. In the first step, we find the minimum time trajectories by optimizing cubic polynomial joint trajectories under the physical constraints using the modified evolution strategy. In the second step, the controller is optimized for robot manipulator to track precisely the optimized trajectory found in the previous step. Experimental results for SCARA type manipulator show that the proposed method is very useful.

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참조표를 이용한 재파지 계획기 (Regrasp Planner Using Look-up Table)

  • 조경래;이종원;김문상;송재복
    • 대한기계학회논문집A
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    • 제24권4호
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    • pp.848-857
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    • 2000
  • A pick-and-place operation in 3-dimensional environment is basic operation for human and multi-purpose manipulators. However, there may be a difficult problem for such manipulators. Especially, if the object cannot be moved with a single grasp, regrasping, which can be a time-consuming process, should be carried out. Regrasping, given initial and final pose of the target object, is a construction of sequential transition of object poses that are compatible with two poses in the point of grasp configuration. This paper presents a novel approach for solving regrasp problem. The approach consists of a preprocessing and a planning stage. Preprocessing, which is done only once for a given robot, generates a look-up table which has information of kinematically feasible task space of end-effector through all the workspace. Then, using the table planning automatically determines possible intermediate location, pose and regrasp sequence leading from the pick-up to put-down grasp. Experiments show that the presented is complete in the total workspace. The regrasp planner was combined with existing path.

A Method for Local Collision-free Motion Coordination of Multiple Mobile Robots

  • Ko, Nak-Yong;Seo, Dong-Jin;Kim, Koung-Suk
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.1609-1614
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    • 2003
  • This paper presents a new method driving multiple robots to their goal position without collision. To consider the movement of the robots in a work area, we adopt the concept of avoidability measure. To implement the concept in collision avoidance of multiple robots, relative distance between the robots is proposed. The relative distance is a virtual distance between robots indicating the threat of collision between the robots. Based on the relative distance, the method calculates repulsive force against a robot from the other robots. Also, attractive force toward the goal position is calculated in terms of the relative distance. The proposed method is simulated for several cases. The results show that the proposed method steers robots to open space anticipating the approach of other robots. The proposed method works as a local collision-free motion coordination method in conjunction with higher level of task planning and path planning method for multiple robots to do a collaborative job.

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ASRI-FMS/CIM 을 위한 운용 소프트웨어의 구축 (Development of an Operation Software for the ASRI-FMS/CIM)

  • 박찬권;박진우;강석호
    • 산업공학
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    • 제6권2호
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    • pp.53-65
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    • 1993
  • This paper deals with the development of a software module for production planning and scheduling activities of an existing Flexible Machining and Assembly System (FMAS). The Production Planning Module uses the hierarchical and sequential scheme based on "divide and conquer" philosophy. In this module, routes are determined based on the production order, orders are screened, tools are allocated, and order adjustments are executed according to the allocated tools. The Scheduling Module allocates the resources, determines the task priority and the start and completion times of tasks. Re-scheduling can be done to handle unforeseen situations such as lumpy demands and machine breakdowns. Since all modules are integrated with a central database and they interface independently, it is easy to append new modules or update the existing modules. The result of this study is used for operating the real FMAS consisting of a machining cell with 2 domestic NC machines and a part feeding robot, an assembly cell with a conveyor and 3 robots, an inspection cell, an AGV, an AS/RS, and a central control computer.

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