• 제목/요약/키워드: Repetitive tasks

검색결과 142건 처리시간 0.046초

드론 영상 대상 물체 검출 어플리케이션의 GPU가속 구현 (Implementation of GPU Acceleration of Object Detection Application with Drone Video)

  • 박시현;박천수
    • 반도체디스플레이기술학회지
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    • 제20권3호
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    • pp.117-119
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    • 2021
  • With the development of the industry, the use of drones in specific mission flight is being actively studied. These drones fly a specified path and perform repetitive tasks. if the drone system will detect objects in real time, the performance of these mission flight will increase. In this paper, we implement object detection system and mount GPU acceleration to maximize the efficiency of limited device resources with drone video using Tensorflow Lite which enables in-device inference from a mobile device and Mobile SDK of DJI, a drone manufacture. For performance comparison, the average processing time per frame was measured when object detection was performed using only the CPU and when object detection was performed using the CPU and GPU at the same time.

항만인프라의 설계 자동화를 위한 실무형 항만 BIM 라이브러리 개발에 관한 연구 (A study on Development of Practical BIM Library for Automated BIM Design in Port and Harbor Infrastructure)

  • 김현승;이헌민;이일수
    • 한국BIM학회 논문집
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    • 제9권4호
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    • pp.21-30
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    • 2019
  • Many studies on BIM-based design, construction and operation have already been conducted on roads, railways, etc., but BIM research in the ports and harbors is still lacking. This research develops BIM Library and Technical contents focused on practical usability of ports and harbors infrastructure. We have developed technical content by applying various User Interfaces and workflows, considering the characteristics of ports and harbors design. In order to examine the practical utility of the developed library and contents, we tried modeling the breakwater using these. As a result, we confirmed that collaboration of BIM library and technical contents could significantly improve the productivity of BIM design by increasing library usage and automating repetitive tasks.

Theories, Frameworks, and Models of Using Artificial Intelligence in Organizations

  • Alotaibi, Sara Jeza
    • International Journal of Computer Science & Network Security
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    • 제22권11호
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    • pp.357-366
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    • 2022
  • Artificial intelligence (AI) is the replication of human intelligence by computer systems and machines using tools like machine learning, deep learning, expert systems, and natural language processing. AI can be applied in administrative settings to automate repetitive processes, analyze and forecast data, foster social communication skills among staff, reduce costs, and boost overall operational effectiveness. In order to understand how AI is being used for administrative duties in various organizations, this paper gives a critical dialogue on the topic and proposed a framework for using artificial intelligence in organizations. Additionally, it offers a list of specifications, attributes, and requirements that organizations planning to use AI should consider.

A Stochastic Linear Scheduling Method using Monte Carlo Simulation

  • Soderlund, Chase;Park, Borinara
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.169-173
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    • 2015
  • The linear scheduling method or line-of-balance (LOB) is a popular choice for projects that involve repetitive tasks during project execution. The method, however, produces deterministic schedule that does not convey a range of potential project outcomes under uncertainty. This results from the fact the basic scheduling parameters such as crew production rates are estimated to be deterministic based on single-point value inputs. The current linear scheduling technique, therefore, lacks the capability of reflecting the fluctuating nature of the project operation. In this paper the authors address the issue of how the variability of operation and production rates affects schedule outcomes and show a more realistic description of what might be a realistic picture of typical projects. The authors provide a solution by providing a more effective and comprehensive way of incorporating the crew performance variability using a Monte Carlo simulation technique. The simulation outcomes are discussed in terms of how this stochastic approach can overcome the shortcomings of the conventional linear scheduling technique and provide optimum schedule solutions.

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DDS 기반 응용 SW 개발의 효율성 향상을 위한 DDS 통신 클래스 자동생성 방법 연구 (A Study on Automatic Generation Method of DDS Communication Class to Improve the Efficiency of Development of DDS-based Application Software)

  • 김근희;김호년
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2017년도 춘계학술대회
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    • pp.93-96
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    • 2017
  • DDS(Data Distribution Service) 통신 미들웨어는 다수의 데이터 생성자와 데이터 소비자가 네트워크로 연결된 복잡한 시스템 환경에서 매우 높은 적용 효과를 얻을 수 있기 때문에 국방부문 뿐만 아니라 다양한 민간부문으로 사용이 확산되고 있는 추세이다. 그러나 DDS 미들웨어를 이용한 응용프로그램 개발은 대부분이 사용자가 교환하고 싶은 메시지(Topic)와 1:1 매핑을 하기 때문에 반복적인 코드가 많은 비효율적인 구조이다. 이에 따라 사용자는 Topic이 증가하는 만큼 불필요한 반복 작업을 수행해야 하는 단점을 가지고 있다. 따라서, DDS 미들웨어 사용에 필요한 일련의 과정을 식별하여 Topic에 의해 반복되는 코드들을 클래스로 자동으로 생성해주는 개발 지원도구가 필요하다. 본 연구에서는 DDS 미들웨어의 효율적인 사용을 위해 공통 클래스를 자동 생성하여 DDS 통신할 수 있는 기법에 대해 제안한다.

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중학교 1학년 수학교과서의 실세계 기반 과제 분석: 융복합교육의 맥락과 방식을 중심으로 (Korean Mathematics Textbook Analysis: Focusing on a Context of Yungbokhap and on Ways of Integration)

  • 문종은;박미영;주미경;정수용
    • 대한수학교육학회지:학교수학
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    • 제17권3호
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    • pp.493-513
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    • 2015
  • 학교교육개선을 위한 방안으로서 융복합교육에 대한 사회적 관심이 증가하는 가운데 본 연구에서는 2009 개정 수학과 교육과정에 따른 중학교 1학년 수학교과서 13종에 수록된 실세계 기반의 과제 880개를 대상으로 융복합 맥락 차원 및 융복합 방식 차원과 관련하여 과제 구성상의 특징을 분석하였다. 분석 결과, 융복합교육의 맥락 차원에서는 개인적 맥락이 가장 많이 나타났고, 융복합 방식 차원에서는 타 교과의 제재가 수학 문제해결과 직접적인 관련이 없거나 단순하게 설명문 형식으로 제시되어 있는 순차모형의 과제가 가장 높은 비율로 나타났다. 이와 같은 분석결과는 수학교과를 통해 학습자의 융복합적인 역량을 함양하고 문 이과 통합을 통해 융합적 사고를 증진시키려는 목표를 달성하기에는 현행 교과서의 구성이 매우 제한적임을 보여주는 결과로써, 학습자가 살아갈 미래사회와 세계사회 맥락에서의 탐구가 가능한 과제 개발이 필요함을 시사한다. 이러한 맥락에서 타 교과의 지식 및 사회적인 쟁점과 수학교과를 융복합교육의 관점에서 보다 의미 충실하게 연결할 수 있는 과제 개발에 대한 시사점을 제안하였다.

병원 영양과의 환자식 식단 관리 전산 프로그램 개발에 관한 연구 (Development of a Computer-assited Patients Menu Planning System for Hospital Dietetics)

  • 박신정;최성경;곽동경
    • 한국식생활문화학회지
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    • 제8권3호
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    • pp.257-266
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    • 1993
  • The purpose of this study was to develop a computer-assisted patients menu planning program for hospital dietetics in order to improve the quality of menu for patients and to release managers from repetitive and routine tasks. Using this program, dietitians can spend more time on professional tasks. Moreover, few studies have been done on computer assisted patients menu planning for patients who need special diets for treatment in domestic hospital dietetics, therefore this program could be a great contribution. A 16-bit personal computer compatible with IBM-PC/AT was used. The data base files and processing program were created by Clipper package ver 5.0. This system can collect a number of meals, plan patients menu and computerize nutrient analysis. The future study will develop program(s) for purchasing, inventory control and data correction. The contents of computerized system are summarized as follows. 1. The number of daily meals of special and general diets given to the patients are collected and saved in database. These data were for the monthly list of meal census which could be printed out on the screen and/or the printer. 2. The menu planning was largely consisted of 2 sections. One was for the patients who require special diets and the other was general diet. And the special diets was divided into 6 sub-sections: diabetic, low-salt, low-fat, low-salt/low-protein, low-fat/low-cholesterol and low residue diets. 3. The nutrient analysis was composed of 11 diet. Sections and diebetic diet was divided into 9 sub-sections according to the calorie requirement. The calculated results were compared with the standards which were established by the hospital dietetic department.

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UAV를 활용한 지적측량 업무방식 개선에 관한 연구 (A Study on the Improvement of Working Methods for cadastral survey Using UAV)

  • 고정현
    • 지적과 국토정보
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    • 제49권2호
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    • pp.169-185
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    • 2019
  • 기존의 위성을 활용한 영상과 항공사진은 광활한 지역의 자료를 제공하는 장점이 있지만, 특정 지역의 자료를 원하는 시점에 촬영하여 가공하는 것의 한계와 짧은 주기의 반복적인 촬영이라는 어려운 측면이 있다. 이와 같은 단점을 극복하기 위한 많은 신기술이 개발되면서 지적정보 구축방법은 빠르게 변화하고 있다. 특히 UAV를 이용하여 신속하고 정확하게 지적정보를 구축하는 무인항공측량이 지적정보 취득기술로 관심도가 높아졌다. 따라서 본 연구에서는 UAV를 이용하여 지적측량 대상 지역의 지적측량 업무 적용 방안을 제시하고자 하였다. 이를 위해 관측지역별 제작된 고해상도 영상의 정확도를 비교.분석해 보고, 검증된 영상과 지적 관련 자료를 활용해 기존 지적업무에 적용하고자 하였다. 그리고 지적측량 관련 법률 규정 현황과 UAV의 기술적 특성 등을 분석해 지적측량에 활용 가능성을 분석해 보고 이를 기초로 도입을 위한 기술적, 법제도적 개선 방안을 제시하고자 한다.

하지 자세가 근전도, 심박수 그리고 불편도에 미치는 영향분석 (Evaluation of the Effects of Lower-limb Postures on the Subjective Discomfort, Heart Rate and EMGs of Lower Extremity Muscles)

  • 공용구;김대민;이수진;이재훈;이용호;이경숙;손성태
    • 대한인간공학회지
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    • 제28권1호
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    • pp.9-19
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    • 2009
  • Repetitive movement, inadequate working posture, overuse of force, physical contact with sharp edge, vibration and temperature were well known risk factors of WMSDs (Work-related Musculoskeletal Disorders). Many researchers have investigated the relationship between inadequate working postures and incidences of WMSDs of the upper extremities, whereas relatively few researchers have tried to evaluate workload associated with the lower-body postures. The effects of lower-limb postures including various knee flexion angles on the subjective discomfort, heart rate and EMG of lower-limb muscles were investigated in this study. Thirty graduate students were asked to maintain thirteen different body postures, and heart rate and EMG data of five muscle groups (electro spine, biceps femoris, vastus medialis, gastrocnemius and tibialis anterior) from each posture were collected during fifteen minutes sustaining tasks. All participants were also asked to report their discomfort ratings of body parts. Results showed that high subjective discomfort ratings and heart rates were reported at the postures of knee angles of $60^{\circ}$ and $90^{\circ}$, whereas low discomfort ratings were founded at the postures of chair heights with 20cm, 40cm, and sitting with crossed legged. The change of median frequency for each muscle group during fifteen minutes tasks was investigated for each body posture to evaluate the relationship between muscle fatigue and body posture. It was found that the trends of changes of median frequency were different based on muscle group as well as lower-limb body posture from this study.

천장 크레인 운전 작업부하 평가모델 개발 (Development of a Workload Assessment Model for Overhead Crane Operation)

  • 권오채;이상기;조영석;박정철;정기효;유희천;한성호
    • 대한인간공학회지
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    • 제26권2호
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    • pp.45-59
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    • 2007
  • The operating tasks of overhead crane have caused undue stress to the operators from physical, mental, and environmental workload. Existing workload assessment models for musculoskeletal disorders such as OWAS, RULA, and QEC have limited applicability to the crane operating tasks because they focus mainly on physical factors and do not consider the relative importance of each factor. The present study was to develop a workload assessment model customized to overhead crane operation, following a systematic process: (1) analyzing task characteristics, (2) selecting workload factors, (3) developing assessment methods, (4) establishing action levels, and (5) computerizing the assessment model. Based on literature review, worksite survey, and focus group interview, 4 physical factors (awkward posture, static posture, repetitive motion, and excessive force), 6 mental factors (visual demand, auditory demand, task complexity and difficulty, time urgency, work schedule related stress, and safety related stress), and 4 environmental factors (noise, vibration, dust, and temperature) were selected and their rating scales and relative weights were determined. Then, based on the workload assessment results of 8 overhead cranes operated at different workplaces, the action levels of each factor category were established. Finally, the crane operation assessment model was computerized for effective analysis and report preparation. The present approach is applicable to develop a customized workload assessment model for an operating task under consideration.