• 제목/요약/키워드: Intelligent Selective Control

검색결과 9건 처리시간 0.026초

An Intelligent Wireless Sensor and Actuator Network System for Greenhouse Microenvironment Control and Assessment

  • Pahuja, Roop;Verma, Harish Kumar;Uddin, Moin
    • Journal of Biosystems Engineering
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    • 제42권1호
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    • pp.23-43
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    • 2017
  • Purpose: As application-specific wireless sensor networks are gaining popularity, this paper discusses the development and field performance of the GHAN, a greenhouse area network system to monitor, control, and access greenhouse microenvironments. GHAN, which is an upgraded system, has many new functions. It is an intelligent wireless sensor and actuator network (WSAN) system for next-generation greenhouses, which enhances the state of the art of greenhouse automation systems and helps growers by providing them valuable information not available otherwise. Apart from providing online spatial and temporal monitoring of the greenhouse microclimate, GHAN has a modified vapor pressure deficit (VPD) fuzzy controller with an adaptive-selective mechanism that provides better control of the greenhouse crop VPD with energy optimization. Using the latest soil-matrix potential sensors, the GHAN system also ascertains when, where, and how much to irrigate and spatially manages the irrigation schedule within the greenhouse grids. Further, given the need to understand the microclimate control dynamics of a greenhouse during the crop season or a specific time, a statistical assessment tool to estimate the degree of optimality and spatial variability is proposed and implemented. Methods: Apart from the development work, the system was field-tested in a commercial greenhouse situated in the region of Punjab, India, under different outside weather conditions for a long period of time. Conclusions: Day results of the greenhouse microclimate control dynamics were recorded and analyzed, and they proved the successful operation of the system in keeping the greenhouse climate optimal and uniform most of the time, with high control performance.

Design of an Intelligent Streetlight System in USN

  • Oh, Sun Jin
    • International Journal of Advanced Culture Technology
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    • 제2권2호
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    • pp.1-6
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    • 2014
  • In this paper, we propose an intelligent streetlight system that has a complex sensor module of temperature, humidity, luminance and motion detection and controlled by the fuzzy logic based central monitoring system in order to get flexible and precise manipulation of the streetlight system in USN environment. The proposed streetlight system provides low power consumption and high efficiency by using sensed data from the complex sensor module, which were collected, processed, and analyzed by the fuzzy logic based central monitoring system. The performance of the proposed streetlight system is to be evaluated by a simulation study in terms of power savings and safety at the fields constructed as a test-bed under several suggested scenarios. Finally, we know that the proposed intelligent streetlight system can maximize the energy savings efficiently with the fuzzy logic based central monitoring system and selective remote dimming control by connecting it to the wireless ubiquitous sensor network (USN) using a Zigbee module.

엣지 디바이스와 카메라 센서 퓨전을 활용한 사람 자세 데이터 자동 수집 시스템 (An Automatic Data Collection System for Human Pose using Edge Devices and Camera-Based Sensor Fusion)

  • 김영근;김승현;김정곤;김원중
    • 한국전자통신학회논문지
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    • 제19권1호
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    • pp.189-196
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    • 2024
  • 지능형 선별 관제 시스템의 잦은 오탐지로 인해 관제 요원들의 업무 능률 및 시장 신뢰도 저하 문제가 꾸준히 보고되고 있다. 오탐지 문제 개선을 위해 새 AI 모델을 개발하거나 교체하는 것은 기회비용이 크므로, 훈련 데이터 세트 품질을 향상하여 문제를 개선하는 것이 현실적이다. 그러나 소규모 조직은 데이터 세트 수집 및 정제 역량이 부족한 실정이다. 이에 본 논문에서는 사람 자세 추정 모델을 중심으로 엣지 디바이스와 카메라 센서 퓨전을 활용한 사람 자세 데이터 자동 수집 시스템을 제안한다. 이 시스템은 네트워크 말단에서 현장 데이터를 직접 수집하고 레이블링하는 과정을 실시간으로 처리하도록 만들어, 중앙으로 집중되는 연산 부하를 분산시킨다. 또한 현장 데이터를 직접 레이블링하므로 새로운 훈련 데이터 구축에 도움을 준다.

지능로봇용 위치인식 시스템 개발 (Development of Localization Sensor System for Intelligent Robots)

  • 유기성;최진태
    • 제어로봇시스템학회논문지
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    • 제17권2호
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    • pp.116-124
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    • 2011
  • A service robot can identify its own position relative to landmarks, the locations of which are known in advance. The main contribution of this research is that it gives various ways of making the self-localizing error smaller by referring to special landmarks which are developed as high gain reflection material and coded array associations. In this paper, the authors propose a set of indices to evaluate the accuracy of self-localizing methods using the selective reflection landmark and infrared projector, and the indices are derived from the sensitivity enhancement using 3D distortion calibration of camera. And then, the accurarcy of self-localizing a mobile robot with landmarks based on the indices is evaluated, and a rational way to minimize to reduce the computational cost of selecting the best self-localizing method. The simulation results show a high accuracy and a good performance.

Multi-Layer Printed Wiring Board with Built-In Soldering Heater and 3D Implementation of Dynamically Reconfigurable Highly Parallel Processors

  • Fujika, Yoshichika;Lee, Doo-Yong
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.104.2-104
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    • 2001
  • In the intelligent integrated systems, the delay time must be reduced using highly parallel processors, as well as high throughput performance. In this paper, we propose a new concept for building 3D highly parallel processors using multi-layer printed wiring boards with built-in soldering heater (BISH-PWB). The proposed BISH is realized with the long and narrow cupper wiring pattern on the internal layer in the terminal pattern area. Based on the linearity of the cupper resistance vs. temperature, we can measure the BISH, temperature and its calorific value from the heater voltage and current measurements. If we provide the BISH temperature control systems for each BISH, selective multi-point soldering can be realized with same ...

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LiDAR를 활용한 과수 형상에 따라 선택적 방제가 가능한 지능형 방제기 (An Intelligent Spraying Machine Capable of Selective Spraying Corresponding to the Shape of Fruit Trees Using LiDAR)

  • 양창주;김국환;이명훈;김경철;홍영기;김현종;이시영;류희석;권경도;오민석
    • 드라이브 ㆍ 컨트롤
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    • 제17권4호
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    • pp.23-30
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    • 2020
  • Driving on irregular and inclined roads using agricultural machinery such as spraying machines or trucks in orchards causes farmer casualties associated with the overturning of agricultural machinery. In addition, the harm to agricultural workers caused by the excessive inhalation of the scattered pesticide frequently occurs during pest control processes. To address these problems, we introduced precision agricultural technology that could selectively spray pesticides only where the fruit is present by recognizing the presence or shape of the fruit in the orchard. In this paper, a 16-channel LIDAR (VLP-16) made of Velodyne was used to identify the shape of fruit trees. Solenoid valves were attached to the end parts of 12 nozzles of the orchard spraying machine for on/off control. The smart spraying machine implemented in this way was mounted on a vehicle capable of autonomous travel and performed selective control depending upon the shape of the fruit trees while traveling in the orchards. This is expected to significantly reduce the amounts of pesticides used in orchards and production costs.

저 내열 기판소재 전자부품 실장을 위한 자기유도 솔더링 (Magnetic Induction Soldering Process for Mounting Electronic Components on Low Heat Resistance Substrate Materials)

  • 김영도;최정식;김민수;김동진;고용호;정명진
    • 마이크로전자및패키징학회지
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    • 제31권2호
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    • pp.69-77
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    • 2024
  • 최근 전자기기의 소형화, 다기능화 등으로 인한 전자부품 실장 영역의 한계치를 극복하고 플라스틱 사출물에 직접 회로를 인쇄하고 소자 및 부품을 실장하는 molded interconnect device (MID) 형태의 패키징 기법이 도입되고 있다. 다만 열 안정성이 낮은 플라스틱 사출물을 사용하는 경우, 종래의 리플로우 공정을 통한 부품 실장에 어려움이 있다. 본 연구에서는 특정 부위 혹은 소재만을 가열할 수 있는 유도가열 현상을 이용하여 플라스틱에 어떠한 열 데미지 없이 솔더를 용융시켜 실장하는 공정을 개발하였다. 가열하고자 하는 부위에 자속을 집중시킬 수 있는 유도가열용 Cu 코일 형상을 설계하고, 유한요소해석을 통해 패드부 자속 집중 및 가열 정도를 검증하였다. Polycarbonate 기판 위에 실장공정 검증을 위한 LED, capacitor, resistor, connector를 각각 유도가열을 통해 실장하고 작동여부를 확인하였다. 본 연구를 통해 리플로우 공법의 한계를 극복가능한 자기유도를 통한 선택적 가열 공정의 적용 가능성을 제시하였다.

Laser Scanning Path Generation for the Fabrication of Large Size Shape

  • Choi, Kyung-Hyun;Choi, Jae-Won;Doh, Yang-Hoe;Kim, Dong-Soo
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.2175-2178
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    • 2005
  • Selective Laser Sintering(SLS) method is one of Rapid Prototyping(RP) technologies. It has been used to fabricate desirable part to sinter powder and stack the fabricated layer. Since the sintering process occurs using infrared laser having high thermal energy, shrinkage and curling of the fabricated part occurs according to thermal distribution. Therefore, the fast scanning path generation is necessary to eliminate the factors of quality deterioration. In case of fabricating larger size parts, the unique scanning device and scanning path generation should be considered. In this paper, the development of SLS machines being capable of large size fabrication(800${\times}$1000${\times}$800 mm, W${\times}$D${\times}$H) will be addressed. The dual laser system and the unique scanning device have been designed and built, which employ CO2 lasers and dynamic 3-axis scanners. The developed system allows scanning a larger planar surface with the desired laser spot size. Also, to generate the fast scanning paths, adaptive path generation is needed with respect to the shape of each layer, and not simply x, y scanning, but the scanning of arbitrary direction should be enabled. To evaluate the suggested method, the complex part will be used for the experiment fabrication.

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14b 200KS/s $0.87mm^2$ 1.2mW 0.18um CMOS 알고리즈믹 A/D 변환기 (A 14b 200KS/s $0.87mm^2$ 1.2mW 0.18um CMOS Algorithmic A/D Converter)

  • 박용현;이경훈;최희철;이승훈
    • 대한전자공학회논문지SD
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    • 제43권12호
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    • pp.65-73
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    • 2006
  • 본 논문에서는 각종 지능형 센서, control system 및 battery-powered system 응용과 같이 고해상도, 저전력 및 소면적을 동시에 요구하는 시스템을 위한 14b 200KS/s $0.87mm^2$ 1.2mW 0.18um CMOS 알고리즈믹 A/D 변환기 (ADC)를 제안한다. 제안하는 ADC는 요구되는 해상도 및 속도 사양을 만족시키면서, 동시에 면적을 최소화하기 위해 입력단 샘플-앤-홀드 앰프를 전혀 사용하지 않는 알고리즈믹 구조를 채택하였으며, 전체 ADC의 전력소모를 최소화하기 위해 핵심 아날로그 회로 부분에는 향상된 스위치 기반의 바이어스 전력 최소화 기법을 제안하였고, multiplying D/A 변환기에는 클록 선택적인 샘플링 커패시터스위칭 기법을 적용하였다. 또한, 초저전력 온-칩 기준 전류 및 전압 발생기를 제안하여 전체 ADC의 전력소모를 최소화하였다. 제안하는 시제품 ADC는 0.18um 1P6M CMOS 공정으로 제작되었으며, 측정된 DNL 및 INL은 각각 최대 0.98LSB 및 15.72LSB 수준을 보인다. 또한, 200KS/s의 동작 속도에서 SNDR 및 SFDR이 각각 최대 54dB, 69dB이고, 전력 소모는 1.8V 전원 전압에서 1.2mW이며 제작된 ADC의 칩 면적은 $0.87mm^2$이다