• 제목/요약/키워드: Robotic Process Automation

검색결과 70건 처리시간 0.024초

프레스 자동화 공정을 위한 비전 기반 블랭크 정렬 장치 개발 (Development of a Vision-based Blank Alignment Unit for Press Automation Process)

  • 오종규;김대식;김수종
    • 제어로봇시스템학회논문지
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    • 제21권1호
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    • pp.65-69
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    • 2015
  • A vision-based blank alignment unit for a press automation line is introduced in this paper. A press is a machine tool that changes the shape of a blank by applying pressure and is widely used in industries requiring mass production. In traditional press automation lines, a mechanical centering unit, which consists of guides and ball bearings, is employed to align a blank before a robot inserts it into the press. However it can only align limited sized and shaped of blanks. Moreover it cannot be applied to a process where more than two blanks are simultaneously inserted. To overcome these problems, we developed a press centering unit by means of vision sensors for press automation lines. The specification of the vision system is determined by considering information of the blank and the required accuracy. A vision application S/W with pattern recognition, camera calibration and monitoring functions is designed to successfully detect multiple blanks. Through real experiments with an industrial robot, we validated that the proposed system was able to align various sizes and shapes of blanks, and successfully detect more than two blanks which were simultaneously inserted.

$CO_2$ 자동용접의 공정변수와 표면 비드폭의 상관관계에 관한 민감도 분석 (Sensitivity Analysis to Relationship Between Process Parameter and Top-bead with in an Automatic $CO_2$ Welding)

  • 서주환;김일수;김인주;손준식;김학형
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 춘계학술대회 논문집
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    • pp.1845-1848
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    • 2005
  • The automatic $CO_2$ welding is a manufacturing process to produce high quality joints for metal and it could provide a capability of full automation to enhance productivity. Despite the widespread use in the various manufacturing industries, the full automation of the robotic $CO_2$ welding has not yet been achieved partly because the mathematical model for the process parameters of a given welding task is not fully understood and quantified. Several mathematical models to control welding quality, productivity, microstructure and weld properties in arc welding processes have been studied. However, it is not an easy task to apply them to the various practical situations because the relationship between the process parameters and the bead geometry is non-linear and also they are usually dependent on the specific experimental results. Practically, it is difficult, but important to know how to establish a mathematical model that can predict the result of the actual welding process and how to select the optimum welding condition under a certain constraint. In this research, an attempt has been made to develop an intelligent algorithm to predict the weld geometry (top-bead width, top-bead height, back-bead width and back-bead height) as a function of key process parameters in the robotic $CO_2$welding. A sensitivity analysis has been conducted and compared the relative impact of three process parameters on bead geometry in order to verify the measurement errors on the values of the uncertainty in estimated parameters.

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Automation Monitoring With Sensors For Detecting Covid Using Backpropagation Algorithm

  • Kshirsagar, Pravin R.;Manoharan, Hariprasath;Tirth, Vineet;Naved, Mohd;Siddiqui, Ahmad Tasnim;Sharma, Arvind K.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권7호
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    • pp.2414-2433
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    • 2021
  • This article focuses on providing remedial solutions for COVID disease through the data collection process. Recently, In India, sudden human losses are happening due to the spread of infectious viruses. All people are not able to differentiate the number of affected people and their locations. Therefore, the proposed method integrates robotic technology for monitoring the health condition of different people. If any individual is affected by infectious disease, then data will be collected and within a short span of time, it will be reported to the control center. Once, the information is collected, then all individuals can access the same using an application platform. The application platform will be developed based on certain parametric values, where the location of each individual will be retained. For precise application development, the parametric values related to the identification process such as sub-interval points and intensity of detection should be established. Therefore, to check the effectiveness of the proposed robotic technology, an online monitoring system is employed where the output is realized using MATLAB. From simulated values, it is observed that the proposed method outperforms the existing method in terms of data quality with an observed percentage of 82.

복수의 양팔로봇을 적용한 휴대폰 셀 생산시스템의 자동화 (Automation of Cell Production System for Cellular Phones based on Multi-dual-arm Robots)

  • 도현민;김두형;경진호
    • 한국생산제조학회지
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    • 제23권6호
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    • pp.580-589
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    • 2014
  • Demands for automation in the cell production process of IT products are becoming increasingly sophisticated. In particular, the dual-arm robot has drawn attention as a solution because it has a flexibility and works similarly to humans. In this paper, we propose an automation system for cellular phone packing processes using two dual-arm robots. Applied robots are designed with specifications to meet the requirements of cellular phone packing jobs. In addition, a robotic cell production system is proposed by applying a method of task allocation for efficient packing of cellular phones. Specifically, a task is assigned to reduce takt-time and to avoid collision between two robots. Finally, we discuss some experimental results that include the packing job of five unit boxes with seven kinds of accessories.

혁신저항, 만족 및 도입 성과에 대한 연구: 로보틱 프로세스 자동화 사례 (Innovation Resistance, Satisfaction and Performance: Case of Robotic Process Automation)

  • 윤성철;노종극;이정우
    • 디지털융복합연구
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    • 제19권7호
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    • pp.129-138
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    • 2021
  • 많은 조직들은 직원들의 반복적이고 규칙적인 작업들의 자동화로 업무의 정확도와 효율성을 개선하기 위해 로보틱프로세스자동화(RPA)를 도입하고 있다. 일부 직원들은 귀찮고 무의미한 업무를 피하기 위해 RPA 도입에 적극적으로 참여하지만, 일부는 실직을 두려워하여 혁신에 저항하는 모습을 나타내고 있다. 본 연구는 RPA 도입시 긍정적, 부정적 선행 요인들이 조직 성과에 영향을 미치는 것으로 상정되었다. 상대적 이점, 적합성, 변화관리효과, 혁신저항, 만족도가 최종적으로 도입 성과에 미치는 효과를 한 제조사의 11개 RPA 프로젝트에 참여한 109명 직원 대상 설문과 구조 방정식 모형 분석을 통해 검증하였다. 개인별 구체적인 변화관리 전략을 위해, 혁신저항 모형의 소비자 특성을 고려한 연구가 후속으로 진행될 수 있을 것이다.

3D Animation Data를 활용한 가상 Marionette 시뮬레이션 (Simulation of Virtual Marionette with 3D Animation Data)

  • 오의상;성정환
    • 한국콘텐츠학회논문지
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    • 제9권12호
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    • pp.1-9
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    • 2009
  • 인형은 여러 가지 재료를 사용하여 사람의 모습을 축소하여 만든 모형으로써 인형극의 한 구성요소를 담당하며 지금까지 인간의 문화 활동의 일부분을 담당해왔다. 그러나 전문가들의 감소, 기술 전수의 어려움 등으로 인해 인형극의 수요와 공급 감소현상이 지속됨에 따라 인형극의 자동화를 목적으로 하는 Robotic Marionette에 대한 연구가 세계적으로 진행되고 있다. 즉, 실제 전통적 줄 인형을 제어하는 컨트롤러를 모터로 대체하기 위한 구조 설계와 줄 인형의 동작표현을 위한 효율적인 프로세스의 개발이 필요하다. 따라서 본 논문은 첫째, 모셥캡쳐와 3D 프로그램을 통해 나온 모션 데이터의 가공 및 생성방법과 둘째, 줄 인형의 동작표현에 효과적인 방안을 제시한다. 셋째, 3차원 모션 데이터를 활용, 시뮬레이션의 선행 방안을 제시함에 따라 실제 Robotic Marionette System을 구축할 때 발생하는 제작 오류와 비용을 최소화하는 방법을 제안하도록 한다.

자동공구교환장치와 PC용 프로그램을 이용한 지능형 연마 로봇시스템의 개발 (The Development of Intelligent Polishing Robot Automation System of the Metal-Mold using Personal Computer Program and Automatic Tool Change System)

  • 안종석;유범상;오영섭
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2002년도 춘계학술대회 논문집
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    • pp.3-8
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    • 2002
  • An intelligent polishing robot automation system is developed. Automatic Tool Change System(A.T.C.), Tool Posture Angle Control, and Robot Program for Polishing Application are developed and integrated into a robotic system that consists of a robot, pneumatic finding tool, and finding abrasives (papers and special films). A.T.C. is specifically designed to exchange whole grinding tool set for complete unmanned operation. Tool Posture Angle Control is developed to give a certain skew angle rather than right angle to tools on the surface for best finishing results. A.T.C. and Tool Posture Angle Control is controlled by a PC and the robot controller. Also, there have been some considerations on enhancing the performance of the system. Some elastic material is inserted between the grinding pad and the holder for better grinding contact. The robot path data is generated automatically from the NC data of previous machining process.

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THE DEVELOPMENT OF A CURTAIN WALL INSTALLATION ROBOT THROUGH THE ANALYSIS OF EXISTING CONSTRUCTION PROCESSES

  • Seung-Nam Yu ;Chong-Ho Choi ;Seung-Yel Lee;Chang-Soo Han
    • 국제학술발표논문집
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    • The 1th International Conference on Construction Engineering and Project Management
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    • pp.520-526
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    • 2005
  • Automation in construction has been restricted to special classes of tasks. Curtain walls can be handled like standard construction materials; they are heavy but breakable, and are large but require precise installation. These characteristics make the installation of curtain walls ideal for robotic automation. There are two methods for developing construction robots: The first is approving the robot performance and applying it to the current construction methods. The second is admitting the limitation of the current robot technology and trying to optimize the current method of construction to apply the robot system. In this study, we derived the performance requirements of a curtain wall-installation robot. We also tested this robot at a real construction site and evaluated its performance. Finally, the results were analyzed, and we proposed additional research.

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시공자동화를 위한 크라이밍 유압로봇시스템의 동기제어 컨트롤러 개발 (Development of Climbing Hydraulic Robot System's Synchronizing Controller for Construction Automation)

  • 조남석;김창원;김동인;이규원;조훈희;강경인
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2011년도 춘계 학술논문 발표대회 1부
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    • pp.167-169
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    • 2011
  • Construction Automation as a way to solve the problems of lack of skilled labor by decrease in construction population productivity and quality decrease. We are on the way to develop a construction automation system adequate for domestic circumstances in Korea; it is called RCA(Robotic-crane based Construction Automation) system. Climbing hydraulic robot system is a part of RCA system and makes Construction Factory(CF) climb next floor. The controller can control movement needs to be developed for CF safety. Synchronous control the actual field was applied to the controller logic and synchronous control of the process through which the safety has been verified. The purpose of this study that control of climbing hydraulic robot system behavior on real-time, and to improve safety for overall construction automation system through synchronous motion controller.

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Intelligent Position Control of a Vertical Rotating Single Arm Robot Using BLDC Servo Drive

  • Manikandan, R.;Arulmozhiyal, R.
    • Journal of Power Electronics
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    • 제16권1호
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    • pp.205-216
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    • 2016
  • The manufacturing sector resorts to automation to increase production and homogeneity of products during mass production, without increasing scarce, expensive, and unreliable manpower. Automation in the form of multiple robotic arms that handle materials in all directions in different stages of the process is proven to be the best way to increase production. This paper thoroughly investigates robotic single-arm movements, that is, 360° vertical rotation, with the help of a brushless DC motor, controlled by a fuzzy proportional-integral-derivative (PID) controller. This paper also deals with the design and performance of the fuzzy-based PID controller used to control vertical movement against the limited scope of conventional PID feedback controller and how the torque of the arm is affected by the fuzzy PID controller in the four quadrants to ensure constant speed and accident-free operation despite the influence of gravitational force. The design was simulated through MATLAB/SIMULINK and integrated with dSPACE DS1104-based hardware to verify the dynamic behaviors of the arm.