• 제목/요약/키워드: Tele research

검색결과 146건 처리시간 0.028초

전력 데이터의 특징 추출 및 XGBoost를 이용한 숙박 업소 재실 여부 판단 (Determination presence of people in accommodation using feature extraction and XGBoost method of energy data)

  • 김에덴;고석갑;손승철;이형옥;이병탁
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2020년도 춘계학술발표대회
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    • pp.458-460
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    • 2020
  • 스마트미터의 기술 발달과 보급으로 인해 전력데이터의 수집이 보다 수월 해짐에 따라 각 시스템에 효율적인 맞춤 서비스 제공을 위한 전력 데이터 분석 기술에 관한 다양한 연구가 활발하게 진행되고 있다. 관련하여 본 논문에서는 숙박업소의 각 방마다 전력소비량을 측정 및 수집하여 전력소비패턴을 분석하고 특징 추출 및 XGBoost 를 이용한 머신러닝 분석방법으로 각 방의 사람 재실 여부를 판별하는 방법을 소개한다. 이와 같은 연구를 통해 추후 숙박업소 혹은 숙박업소를 이용하는 소비자들의 맞춤 서비스 제공에 응용 및 적용 할 수 있다.

LTE 통신을 사용한 건설용 굴삭기 원격조종시스템 개발 (Tele-Operation System for Excavator using LTE Communication)

  • 이성철;강병훈
    • 로봇학회논문지
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    • 제16권3호
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    • pp.232-237
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    • 2021
  • In this research, a real-time tele-operation system for unmanned excavator using the LTE communication system is suggested. The distance between the operator and the excavator is limitless as long as the LTE communication available. The motion and video data of the excavator is synchronized using the Vehicle Control Unit (VCU) and streamed to the operator for immersion feeling. The video is played on the operator's monitor and the motion data is used to regenerate the excavator movement on the developed master platform. In general, a excavator is tele-operated using RF signal and the maximum distance for direct control is limited to within a hundred meter. In this research, the immersion tele-operation system is suggested for excavator operation within an 100ms time delay using the developed master platform, the VCU and LTE communication. A successful test run of the suggested tele-operation system has already been performed between an operator in Songpa (Seoul) and a excavator in Ansan (Gyeonggi-do) which is approximately 35 km apart.

원격 로봇 비주얼 가이던스를 위한 가상벽 가시화 방법론 비교 (Methodological Comparison of Visualization for Tele-operated Robot Visual Guidance)

  • 김동엽;신동인;황정훈;김영욱
    • 제어로봇시스템학회논문지
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    • 제22권11호
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    • pp.877-882
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    • 2016
  • Disaster robots have accepted tele-operation in order to share the intelligence of human operators and robot systems. Virtual wall is one of the tele-operation technology to support recognition of human operator. If the virtual wall can block the robot from dangers, the operator will feel comfortable and can concentrate on fundamental missions. In this paper, we proposes and compares three methods for virtual wall visualization in tele-operation using 3D reconstruction. First is a virtual wall visualized only with edges. A wall filled with transparent color is the second method. Finally, third method is a texture-mapped virtual wall. In the experiments, we discuss their merits and demerits in view of robot tele-operation.

Tele-Manipulation of ROBHAZ-DT2 for Hazard Environment Applications

  • Ryu, Dong-Seok;Lee, Jong-Wha;Yoon, Seong-Sik;Kang, Sung-Chul;Song, Jae-Bok;Kim, Mun-Sang
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.2051-2056
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    • 2003
  • In this paper, a tele-manipulation in explosive ordnance disposal(EOD) applications is discussed. The ROBHAZ-DT2 is developed as a teleoperated mobile manipulator for EOD. In general, it has been thought that the robot must have appropriate functions and accuracy enough to handle the complicated and dangerous mission. However, the research on the ROBHAZ-DT2 revealed that the teleoperation causes more restrictions and difficulties in EOD mission. Thus to solve the problem, a novel user interface for the ROBHAZ-DT2 is developed, in which the operator can interact with various human senses (i.e. visual, auditory and haptic sense). It enables an operator to control the ROBHAZ-DT2 simply and intuitively. A tele-manipulation control scheme for the ROBHAZ-DT2 is also proposed including compliance control via force feedback. It makes the robot adapt itself to circumstances, while the robot faithfully follows a command of the operator. This paper deals with a detailed description on the user interface and the tele-manipulation control for the ROBHAZ-DT2. An EOD demonstration is conducted to verify the validity of the proposed interface and the control scheme.

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Ergonomic Analysis of Tele-operation Tasks and Remote Handling Devices for a Pyroprocessing Facility

  • Yu, Seung Nam;Lee, Jong Kwang;Kim, Sung Hyun;Park, Byung Suk;Kim, Ki Ho;Cho, Il Je
    • 대한인간공학회지
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    • 제32권1호
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    • pp.17-26
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    • 2013
  • Objective: The aim of this study is ergonomic analysis of tele-operation tasks using modified remote handling devices dedicated to the cell of PRIDE(PyRoprocess Integrated inactive DEmonstration facility) in KAERI(Korea Atomic Energy Research Institute). Background: Tele-operation manipulators of the PRIDE are applied to perform the remote handling and management of pyroprocessing facilities. Generally, these kinds of systems are composed of master-slave system and its peripherals installed along a wall or ceiling of the cell, and the manipulators transmit the user's own motion to grippers directly. However, a user convenience and intuitiveness while operating the manipulators have not been fully considered in research fields. Method: This study tries to analyze the ergonomic performance of remote handling manipulators in the developed cell facility. It was included that the analysis of operator's capability for his/her own motion range of upper arm while manipulating the MSM, considerations of its manipulation margin and related tool modifications to improve the remote handling performance. Conclusion: The test results of several remote handling tasks performed in PRIDE are represented, and adequate operation strategies for the tele-operation system of hot-cell type facilities are proposed. Application: The knowledge represented in this study can be utilized to improve a tele-operation system operated in a large-scale hot-cell system.

새로운 퍼지 명령 스무딩 개념을 이용한 저가형 비자율주행 이동로봇의 원격제어 (Tele-operation of A Low-cost Un-autonomous Mobile Robot Using A New Fuzzy Command Smoothing Concept)

  • 유봉수;조중선
    • 제어로봇시스템학회논문지
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    • 제10권9호
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    • pp.809-815
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    • 2004
  • Researches on mobile robots have been mainly focused on the autonomous navigation and a lot of interesting results have been published so far. Most of applications are, however, fancy, unpractical, and very expensive to be used for 'UN-expensive' purpose. Well-known soccer robot may be an example of unpractical application. Un-autonomous mobile robot has, however, potential for a lot of practical applications. Especially, tele-operation of the un-autonomous mobile robot may the central issue of research. Major research topics for the tele-operated un-autonomous mobile robot include development of a force reflecting joystick for tele-operation and development of a sophisticated algorithm for smooth tele-operation. A new concept named fuzzy command smoothing algorithm is proposed in this paper in order to provide smooth motion to a tele-operated mobile robot. It gives smooth motion command to the mobile robot from possibly abrupt quick turn motion command of the joystick using fuzzy logic. Simulation results verify the usefulness of the proposed algorithm.

혁신확산모델에 근거한 원격건강관리시스템의 질적 분석 (Qualitative Analysis of Tele-healthcare Systems based on the Diffusion of Innovation Model)

  • 권명순;장지혜
    • 지역사회간호학회지
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    • 제28권2호
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    • pp.129-143
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    • 2017
  • Purpose: The purpose of this study is to explore factors which influence adoption, implementation and continued use of tele-healthcare systems. Methods: Qualitative research was conducted by in-depth interviews with 17 professionals from various fields of organizations involved in developing and implementing tele-healthcare systems. Data were analysed thematically, using a conceptual model of diffusion of innovations. Results: The system users were reacted positively to the 3 attributes out of 9 which decided the adoption of innovation. In addition, it is required to redesign the tele-health care system simpler and easier so that the system users can access to the system much more easily regardless of space and time limitations. From the design stage on an individual level, it is necessary to conduct detailed needs analysis and listen to users who are at the center of innovation diffusion. On an organizational level, it is necessary to actively prepare for possible problems during system implementation, educate the users and build communication channels continuously. Conclusion: This study has identified the factors affecting the innovation of tele-health care systems and contributed to the understanding of the operation of tele-health care systems by the diffusion of innovation theory in community health posts.

Reliability and Validity Inquiry for Tele-assessment Based on Video Conferencing

  • Suha Lee;Changho Song
    • Physical Therapy Rehabilitation Science
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    • 제12권2호
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    • pp.105-114
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    • 2023
  • Objective: The study examined the validity and reliability of tele-assessment of cervical range of motion (ROM) through video conferencing. Design: A cross-sectional study Methods: The study included 22 healthy adults as subjects and 10 physical therapists as evaluators. The subjects underwent both face-to-face and tele-assessment of cervical ROM. The CROM (Cervical Range of Motion) device was used for reference measurements in the face-to-face assessment. The evaluators assessed the subjects' ROM through visual inspection (VI) and using a Universal Goniometer (UG) in the tele-assessment. Results: The results showed a significant correlation between the face-to-face and tele-assessment measurements for all ROM contents. The correlation coefficients ranged from r=0.54 to 0.71 (p<0.05), indicating concurrent validity. In terms of inter-rater reliability, the ICC values for both VI and UG assessments in the tele-assessment were high, with ICCs of 0.93 and 0.92, respectively. Additionally, the study investigated the usability of the tele-assessment method and environment. The satisfaction of the participants and evaluators was assessed using the Telehealth Usability Questionnaire (TUQ), which evaluates perceptions, usability, and satisfaction with telehealth services. Conclusions: In conclusion, tele-assessment of cervical range of motion using video conferencing was valid and reliable. Also, investigated participant and evaluator satisfaction and opinions, providing insights into the clinical value of tele-assessment. It is important to note that the study was conducted only healthy adults, and further research may be needed to validate the tele-assessment method in populations with cervical dysfunction or neck pain. These findings support the potential effectiveness of telerehabilitation services in assessing and managing musculoskeletal disorders.

항공사 텔레마케터의 직무스트레스가 조직유효성에 미치는 영향에 관한 연구 (A Study on the Effects of Tele-marketer Job stress on Organizational effectiveness in Airline)

  • 윤선영
    • 한국항행학회논문지
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    • 제15권1호
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    • pp.1-10
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    • 2011
  • 본 논문은 항공사 텔레마케터들의 직무스트레스와 직무스트레스의 결과로 표출되는 조직유효성의 영향관계를 살펴보기 위해 직무스트레스가 직무만족과 조직몰입, 이직의도에 어떠한 영향을 미치는지를 분석하여 직무스트레스의 발생을 최소화 할 수 있는 조직 관리의 효과적인 방안과 실무적인 시사점을 도출하는데 그 목적이 있다. 분석결과 첫째, 항공사 텔레마케터의 직무스트레스는 직무만족과 이직의도에 부(-)의 영향을, 직무만족은 조직몰입에 정(+)의 영향을 주는 것으로 나타났다. 둘째, 항공사 텔레마케터의 직무스트레스는 조직몰입에는 어떠한 영향도 주지 않는 것으로 나타났으며, 마지막으로 직무만족은 이직의도에 부(-)의 영향을 주는 것으로 나타났다. 이러한 연구결과에 의하여 항공사 관리 경영진은 텔레마케터 입장에서 조직구성원들의 이직 발생을 최소화하고 기업의 경쟁력 유지를 위해 그들이 가지는 직무스트레스 문제를 조직적인 차원에서 관리 및 대응해야 할 방안이 모색되어야 할 것이다.

Development of a Tele-Rehabilitation System for Outcome Evaluation of Physical Therapy

  • Park, Hyung-Soon;Lee, Jeong-Wan
    • 대한의용생체공학회:의공학회지
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    • 제29권3호
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    • pp.179-186
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    • 2008
  • This paper presents a portable tele-assessment system designed for remote evaluation of the hypertonic elbow joint of neurologically impaired patients. A patient's upper limb was securely strapped to a portable limb-stretching device which is connected through Internet to a portable haptic device by which a clinician remotely moved the patient's elbow joint and felt the resistance from the patient. Elbow flexion angle and joint torques were measured from both master and slave devices and bilaterally fed back to their counterparts. In order to overcome problems associated with the network latency, two different tele-operation schemes were proposed depending on relative speed of tasks compared to the amount of time delay. For slow movement tasks, the bilateral tele-operation was achieved in real-time by designing control architectures after causality analysis. For fast movement tasks, we used a semi-real-time tele-operation scheme which provided the clinicians with stable and transparent feeling. The tele-assessment system was verified experimentally on patients with stroke. The devices were made portable and low cost, which makes it potentially more accessible to patients in remote areas.