• 제목/요약/키워드: Agriculture Robot

검색결과 61건 처리시간 0.023초

스마트 온실 방제 로봇의 요구조건을 고려한 평가 방법 연구 (The Study on Evaluation Method of Pest Control Robot Requirements for Smart Greenhouse)

  • 김경철;유범상;이시영;김국환;이명훈;홍영기;김현종;유병기
    • 한국산학기술학회논문지
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    • 제20권10호
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    • pp.318-325
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    • 2019
  • 최근, 스마트 농업에 대한 관심이 증가함에 따라 농업 자동화 및 로봇에 대한 연구개발이 증가하고 있다. 스마트 온실에서 사용되는 로봇은 작업 특성과 생육 환경이 고려되어야 한다. 이를 위해 스마트 온실의 환경 분석을 통해 개발되어진 방제 로봇들을 대상으로 하였다. 본 논문은 스마트 온실에 적용 가능한 방제 로봇의 요구조건을 고려한 평가방법에 대한 연구를 수행하였다. 로봇의 요구조건을 통하여 성능 및 품질 평가 기준을 수립하고 시험을 실시하였다. 로봇관련 표준을 참고하여 방제 로봇의 요구 기능과 목표를 도출하였다. 로봇의 성능을 위해 주행과 작업 능력 시험을 실시하였다. 주행시험은 로봇의 주행성능에 대한 시험을 실시하였고 작업능력은 방제성능에 대한 시험을 실시하였다. 로봇의 품질을 위해 내구성 시험을 실시하였다. 시험결과를 통하여 스마트 온실 로봇에게 요구되는 지표들을 도출할 수 있었다. 이를 통해 스마트 온실에 적용하기 위한 다양한 로봇들의 평가 기준이 될 것으로 판단된다.

작물 생식 모니터링을 위한 온실환경 모니터링 시스템 구축연구 (Study on Establishment of the Greenhouse Environment Monitoring System for Crop Growth Monitoring)

  • 김원경;조병효;홍영기;최원식;김경철
    • 한국산업융합학회 논문집
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    • 제25권3호
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    • pp.349-356
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    • 2022
  • Currently, the agricultural population in Korea indicates a decreasing and aging orientation. As the population of farm labor continues to decline, so farmers are feeling the pressure to be stable crop production. To solve the problem caused by the decreasing of farm labor, it is necessary to change over to "Digital agriculture". Digital agriculture is tools that digitally collect, store, analyze, and share electronic data and/or information in agriculture, and aims to integrate the several digital technologies into crop and livestock management and other processes in agriculture fields. In addition, digital agriculture can offer the opportunity to increase crop production, save costs for farmer. Therefore, in this study, for data-based Digital Agriculture, a greenhouse environment monitoring system for crop growth monitoring based on Node-RED, which even beginners can use easily, was developed, and the implemented system was verified in a hydroponic greenhouse. Several sensors, such as temperature, humidity, atmospheric pressure, CO2, solar radiation, were used to obtain the environmental data of the greenhouse. And the environmental data were processed and visualized using Node-RED and MariaDB installed in rule.box digital. The environment monitoring system proposed in this study was installed in a hydroponic greenhouse and obtained the environmental data for almost two weeks. As a result, it was confirmed that all environmental data were obtained without data loss from sensors. In addition, the dashboard provides the names of installed sensors, real time environmental data, and changes in the last three days for each environmental data. Therefore, it is considered that farmers will be able to easily monitor the greenhouse environment using the developed system in this study.

논 잡초 방제용 자율주행 로봇을 위한 벼의 형태학적 특징 기반의 주행기준선 추출 (Guidance Line Extraction for Autonomous Weeding robot based-on Rice Morphology Characteristic in Wet Paddy)

  • 최근하;한상권;한상훈;박광호;김경수;김수현
    • 로봇학회논문지
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    • 제9권3호
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    • pp.147-153
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    • 2014
  • In this paper, we proposed a new algorithm of the guidance line extraction for autonomous weeding robot based on infrared vision sensor in wet paddy. It is the critical process for guidance line extraction which finds the central point or area of rice row. In order to improve accuracy of the guidance line, we are trying to use the morphological characteristics of rice that the direction of rice leaves have convergence to central area of rice row. Using Hough transform, we were represented the curved leaves as a combination of segmented straight lines on binary image that has been skeletonized and segmented object. A slope of the guidance line was gotten as calculate the average slope of all segmented lines. An initial point of the guidance line was determined that is the maximum pixel value of the accumulated white columns of a binary image which is rotated the slope of guidance line in the opposite direction. We also have verified an accuracy of the proposed algorithm by experiments in the real wet paddy.

멜론 재배작업용 하이브리드 매니플레이터 개발 (Development of Hybrid Manipulator for Melon Harvesting Works)

  • 김유용;조성인;황헌;황규영;박태진
    • Journal of Biosystems Engineering
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    • 제31권1호
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    • pp.52-58
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    • 2006
  • Various robots were developed for harvesting fruits and vegetables. However, each robot was designed for a specific task such as harvesting apples or vegetables. This has been a big hurdle in application of robots to agriculture. A new type of hybrid manipulator with both parallel and serial joints was developed and designed to apply to various kinds of field operations. The hybrid manipulator had 2 extra degree of freedom in serial joints which made it flexible in switching one to the other type of hybrid manipulator, for example, PUMA to SCARA. And it was designed to harvest heavy fruits such as musky melons or water melons even behind leaves or branches of tree. This hybrid manipulator showed less than $\pm1mm$ position error. It was concluded that the hybrid manipulator was an effective and feasible tool to perform various works and to increase working performance.

유전체 연구를 위한 Well-plate 자동 교환 시스템의 개발 (Development of Automatic Well-plate Changing Robot System for Genome Project)

  • 나건영;김기대;이현동;이영규;김찬수
    • 농업과학연구
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    • 제31권1호
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    • pp.35-44
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    • 2004
  • In this study, the automatic system exchanging well-plates was developed as a basic stage of the genome project. The developed system consisted of the plate fixing well-plates, the well-plate cassette, the head to move a well-plate from the well-plate cassette to the plate fixing well-plates before genome work or from the plate to the cassette after the work, the manipulator to move the head on the X, Y and Z axes and the control system. The performance test to exchange well-plates with the robotic system developed was carried out. The time to set an well-plate from the well-plate cassette onto the board fixing well-plates was 55 seconds and the time for 9 ones was 8 minutes and 15 seconds. It took 57 seconds to move a well-plate from the board to the cassette and 8 minutes and 33 seconds for 9 ones.

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가시성을 표시한 사과 검출 데이터셋과 적응형 히트맵 회귀를 이용한 딥러닝 검출 (Apple detection dataset with visibility and deep learning detection using adaptive heatmap regression)

  • 유태웅;서다솜;김민우;이슬기;오일석
    • 스마트미디어저널
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    • 제12권10호
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    • pp.19-28
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    • 2023
  • 과실 수확 분야에서 다양한 계절성과 수확 비용 상승 등으로 자동 로봇 수확에 대한 관심이 증가하고 있다. 빛의 변화, 바람에 의한 진동, 나뭇잎 및 가지 겹침 등 복잡한 과수원 환경에서 정확한 사과 검출은 어려운 문제이다. 본 논문에서는 로봇 자동 사과 수확에 유리한 데이터셋과 적응형 히트맵 회귀 모델을 소개한다. 사과 데이터셋은 사과 위치뿐만 아니라 가시성을 같이 레이블링하였다. 가시성에 따라 가우시안 모양을 조절하는 적응형 히트맵 회귀 모델을 사용하여 사과 중심점을 검출하는 방법을 제안한다. 실험 결과 MAP@K가 K=5와 K=10일 때 0.9809, 0.9801로 사과 수확 로봇에 응용 가능한 성능을 나타내었다.

AUTOMATION AND ROBOT APPLICATION IN AGRICULTURAL PRODUCTIONS AND BIO-INDUSTRIES

  • Sevila, Francis
    • 한국농업기계학회:학술대회논문집
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    • 한국농업기계학회 1996년도 International Conference on Agricultural Machinery Engineering Proceedings
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    • pp.142-159
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    • 1996
  • Engineering of automated tools for the agro-food industries and the rural world activities have to pick up two challenges : to answer the immediate important problems related to the situation of these industries, and to imaging the tools that their professional will need next century. Creating or modifying automated tools in the next few will be made taking into account parameters either technical (environmental protection, health and safety), or social and economical (investment , employment). There will be a strong interaction with disciplines like ecology, medicine, ergonomy, psycho-sociology , etc. , The partners for such a research, tools manufactures and users, should have an early involvement in its content, in order to find rapidly the solution to the drastic problems they are meeting. On a longer term , during the next 20 years , there will be an important evolution of the rural space management and of the food processes. This will imply the emergence of new types of activities and know-how's , with lines of automated tools to be invented and developed , like : micro-system for organic localized tasks -mobile and adaptive equipments highly autonomous for natural space actions - device for perception , decision and control reproducing automatically the expert behaviors of human operators. Design of such automated tools need to overcome technological difficulties like the automation of the expert-decision process, or the management of complex design.

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협소 공간 작업을 위한 안전제어 시스템에 관한 연구 (A Study for Safety Work Control System in the Narrow Space)

  • 조영수;김학선;송인성;정찬세;양순용
    • 유공압시스템학회:학술대회논문집
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    • 유공압시스템학회 2010년도 춘계학술대회
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    • pp.62-65
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    • 2010
  • Field robot represented by excavator can be applied for various working in manufacturing, construction, agriculture etc. Because of the flexibility of its multi-joint mechanism and the high power of hydraulic actuators. Since the excavator operates in the hazardous working circumstance, operators exposed in harmful environment. Therefore, automation system has been investigated to protect from the harmful environment. In this paper, the method to construct the remote control system is proposed. The remote control system is consisted of a manual and auto mode. Manual mode controls a hydraulic cylinder as open loop control. and auto mode controls the end effecter of excavator using tracking control system. The efficiency of remote control system was evaluated through the field test.

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Ball-Handling Control of 14-DOF Pneumatic Dual Manipulator by Position Based Impedance Control

  • Nagata, Masanobu;Ohtomo, Atsushi;Iwai, Zenta;Uchida, Hiroya
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1998년도 제13차 학술회의논문집
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    • pp.1-7
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    • 1998
  • Robots utilized in the field of welfare or agriculture should be light in weight and flexible in structure. A pneumatic actuator has properties such that it is more powerful compared with a motor of same weight, and that it is flexible, clean and unexplosive. In this paper we propose a new structure of the pneumatic actuator with two-degree-of-freedom. By using proposed pneumatic actuators, we can easily construct multi-degree-of-freedom pneumatic manipulators. Here we constructed a fourteen-degree-of-freedom pneumatic dual manipulator. The performance of the dual manipulators is confirmed through experiments for ball-handling with impedance control. In the experiments several control schemes, including the decentralized control and the simple adaptive control (SAC), were used. The results show that a flexibility of the pneumatic actuator is appropriate to accomplish the coordinative motion of the right and left arms of the robot.

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