• 제목/요약/키워드: Virtual Farm

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Research on Construction Strategy of Agricultural Digital Twins (농업 디지털 트윈 구축 전략에 대한 연구)

  • Han jae Keem;Jun young Do;Yong-Hwan Lee
    • Journal of the Semiconductor & Display Technology
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    • v.23 no.1
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    • pp.79-83
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    • 2024
  • Digital Twin technology is rapidly transforming various industries by providing comprehensive virtual models that replicate physical objects or processes. In the context of agriculture, digital twin can be a game-changer. This technology can help in creating precise simulations of farming scenarios, thereby enabling farmers to make data-driven decisions and optimize farm operations. The potential benefits include improved crop yields, resource efficiency, and environmental sustainability. However, the implementation of digital twin technology in agriculture poses challenges, such as data management issues and the need for robust IoT infrastructure. Despite these hurdles, the future of digital twin in agriculture looks promising, with ongoing research and developments aimed at overcoming these obstacles.

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Study of Implementation as Digital Twin Framework for Vertical Smart Farm (식물공장 적용 디지털 트윈 프레임워크 설계 연구)

  • Ko, Tae Hwan;Noe, Seok Bong;Noh, Dong Hee;Choi, Ju Hwan;Lim, Tae Beom
    • Journal of Broadcast Engineering
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    • v.26 no.4
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    • pp.377-389
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    • 2021
  • This paper presents a framework design of a digital twin system for a vertical smart farm. In this paper, a framework of digital twin systems establishes three factors: 1) Client 2) IoT gateway, and 3) Server. Especially, IoT gateway was developed using the Eclipse Ditto, which has been commonly used as the standard open hardware platform for digital twin. In particular, each factor is communicating with the client, IoT gateway, and server by defining the message sequence such as initialization and data transmission. In this paper, we describe the digital twin technology trend and major platform. The proposed design has been tested in a testbed of the lab-scale vertical smart-farm. The sensor data is received from 1 Jan to 31 Dec 2020. In this paper, a prototype digital twin system that collects environment and control data through a raspberry pi in a plant factory and visualizes it in a virtual environment was developed.

Coordinated Virtual Inertia Control Strategy for D-PMSG Considering Frequency Regulation Ability

  • Shi, Qiaoming;Wang, Gang;Ma, Weiming;Fu, Lijun;Wu, You;Xing, Pengxiang
    • Journal of Electrical Engineering and Technology
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    • v.11 no.6
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    • pp.1556-1570
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    • 2016
  • In the process of virtual inertia control (VIC), the frequency regulation capability of the directly-driven wind turbine with permanent-magnet synchronous generator (D-PMSG) on wind farm is related to its rotor kinetic energy and capacity margin. This paper proposes the method for assessing the D-PMSG frequency regulation capability and defining its coefficient according to the operating state of wind power generators. In addition, the calculating method of parameters in VIC is also discussed according to the principles of primary frequency regulation and inertia response of synchronous generators. Then, by introducing the capability coefficient into the proportion-differential virtual inertia control (PD-VIC) for power coordination, a coordinated virtual inertia control (C-VIC) strategy is developed, with the consideration of the difference in frequency regulation capability between wind power generators. The proposed control method can not only give full play to the frequency regulation capability of wind power generators, decrease the movements of the pitch angle control system but also bring some self-coordination capability to different wind power generators thus to avoid a secondary drop in system frequency. The simulations and experiments prove the proposed method to be effective and practicable.

Computer Simulation of Lower Farmland by the Composition of an Agrophotovoltaic System (영농형 태양광 발전 시스템 구성에 따른 하부 농지 일사량의 전산모사 연구)

  • Kim, DeokSung;Kim, ChangHeon;Park, JongSung;Kim, ChangHan;Nam, JaeWoo;Cho, JaiYoung;Lim, CheolHyun
    • New & Renewable Energy
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    • v.16 no.1
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    • pp.41-46
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    • 2020
  • The share of agrophotovoltaics in the "renewable energy 3020", which is the Korean government policy for revitalizing new and renewable energy, is increasing gradually. In this study, the distribution of solar radiation received by crops growing on virtual farmland under a range of conditions, such as module height, module angle, shading ratio, and module type, was quantified and analyzed using an Ecotect program, which allows insolation analysis during the period from spring to fall. As the module angle increases, transmissive modules increase the amount of solar radiation delivered to the lower farmland. In addition, the difference between 3x12 Cell Type and 4x9 Cells Type, which are types of photovoltaic modules used in practice, was found to be small. The analysis results can be used as a design standard for the future establishment of agrophotovoltaic systems.

Research on Ways to Apply Smart Livestock Farming Based on Metaverse (메타버스 기반의 축사 스마트팜 적용 방안 연구)

  • YeonJae Oh
    • Smart Media Journal
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    • v.13 no.2
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    • pp.136-144
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    • 2024
  • In recent years, with the rapid development of IT technology and the aging of the population, various solutions to the labor shortage have emerged. In the livestock industry, there are an increasing number of management systems that utilize artificial intelligence technology. The Metaverse Smart Farm is a system that combines the digital virtual world with advanced agricultural technology. With this system, farmers can monitor the health of their animals in real time without having to visit the barns, and analyze the data collected through sensors and cameras for more efficient agricultural management. In addition, the barn environment can be adjusted through a remote control function, which is expected to reduce labor and revitalize the livestock industry.

Journal of Knowledge Information Technology and Systems (스마트축사 활용 가상센서 기술 설계 및 구현)

  • Hyun Jun Kim;Park Man Bok;Meong Hun Lee
    • Smart Media Journal
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    • v.12 no.10
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    • pp.55-62
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    • 2023
  • Innovation and change are occurring rapidly in the agriculture and livestock industry, and new technologies such as smart bams are being introduced, and data that can be used to control equipment is being collected by utilizing various sensors. However, there are various challenges in the operation of bams, and virtual sensor technology is needed to solve these challenges. In this paper, we define various data items and sensor data types used in livestock farms, study cases that utilize virtual sensors in other fields, and implement and design a virtual sensor system for the final smart livestock farm. MBE and EVRMSE were used to evaluate the finalized system and analyze performance indicators. As a result of collecting and managing data using virtual sensors, there was no obvious difference in data values from physical sensors, showing satisfactory results. By utilizing the virtual sensor system in smart livestock farms, innovation and efficiency improvement can be expected in various areas such as livestock operation and livestock health status monitoring. This paper proposes an innovative method of data collection and management by utilizing virtual sensor technology in the field of smart livestock, and has obtained important results in verifying its performance. As a future research task, we would like to explore the connection of digital livestock using virtual sensors.

Design Approach with Higher Levels of Abstraction: Implementing Heterogeneous Multiplication Server Farms

  • Moon, Sangook
    • Journal of information and communication convergence engineering
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    • v.11 no.2
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    • pp.112-117
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    • 2013
  • In order to reuse a register transfer level (RTL)-based IP block, it takes another architectural exploration in which the RTL will be put, and it also takes virtual platforms to develop the driver and applications software. Due to the increasing demands of new technology, the hardware and software complexity of organizing embedded systems is growing rapidly. Accordingly, the traditional design methodology cannot stand up forever to designing complex devices. In this paper, I introduce an electronic system level (ESL)-based approach to designing complex hardware with a derivative of SystemVerilog. I adopted the concept of reuse with higher levels of abstraction of the ESL language than traditional HDLs to design multiplication server farms. Using the concept of ESL, I successfully implemented server farms as well as a test bench in one simulation environment. It would have cost a number of Verilog/C simulations if I had followed the traditional way, which would have required much more time and effort.

Development of Virtual Ambient Weather Measurement System for the Smart Greenhouse (스마트온실을 위한 가상 외부기상측정시스템 개발)

  • Han, Sae-Ron;Lee, Jae-Su;Hong, Young-Ki;Kim, Gook-Hwan;Kim, Sung-Ki;Kim, Sang-Cheol
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.5 no.5
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    • pp.471-479
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    • 2015
  • This study was conducted to make use of Korea Meteorological Administration(KMA)'s Automatic Weather Station(AWS) data to operate smart green greenhouse. A Web-based KMA AWS data receiving system using JAVA and APM_SETUP 8 on windows 7 platform was developed. The system was composed of server and client. The server program was developed by a Java application to receive weather data from the KMA every 30 minutes and to send the weather data to smart greenhouse. The client program was developed by a Java applets to receive the KMA AWS data from the server every 30 minutes through communicating with the server so that smart greenhouse could recognize the KMA AWS data as the ambient weather information. This system was evaluated by comparing with local weather data measured by Inc. Ezfarm. In case of ambient air temperature, it showed some difference between virtual data and measured data. But, the average absolute deviation of the difference has a little difference as less than 2.24℃. Therefore, the virtual weather data of the developed system was considered available as the ambient weather information of the smart greenhouse.

A Study on the Simulation and Analysis of the Emergency Response Training for Highly Pathogenic Avian Influenza (조류인플루엔자 재난대응훈련 시뮬레이션 기술연구)

  • Kang, Min-Sik
    • The Journal of the Korea institute of electronic communication sciences
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    • v.14 no.1
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    • pp.19-26
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    • 2019
  • Simulation using the virtual reality has been applied in various fields such as exercise, education, disaster simulation training, but there is a little research on disease caused by virus transmission. In this study, we conducted simulation studies and analysis of avian influenza disaster response training. The annual avian influenza virus is recurring every year in Korea, but there are still few solutions and preventive measures for the preventing the avian influenza. The avian influenza can cause a great deal of societal harm and enormous economic damage. Prophylaxis is important because livestock epidemics, such as avian influenza and foot-and-mouth disease, have a large impact on farm households. Therefore, we proposed and analyzed contents that can be avoided through simulation of avian influenza disaster response presented in this study.

Malware farm using accelerated virtual machines (시계가 가속된 가상머신을 이용한 악성코드 인큐베이터)

  • Suh, Hee-Won;Choi, Jin-Young
    • Proceedings of the Korean Information Science Society Conference
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    • 2012.06c
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    • pp.230-232
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    • 2012
  • 악성코드인지의 가부가 나지 않은 실행 파일이 언제, 어떻게 동작하는지 여부를 판단과 수집을 위해 분석가들은 악성코드에 노출되기 쉬운 환경으로 조성된 PC를 이용하여 악성코드를 수집, 분석을 해왔다.이러한 PC를 악성코드의 인큐베이터라고도 할 수 있겠다. 이러한 PC를 두는 것은 시간 등에 큰 제약을 받게 되며, 분석이 쉬운 환경이 아니다. 이러한 환경 개선을 위해서 앞선 분석가들은 샌드박스 형태의 도구를 이용하고자 했다. 하지만 샌드박스 형태의 도구는 굉장히 제한적인 기능만을 제공하고 악성코드의 가부가 결정된 실행 파일에게만 적용시킬 수 있는 등의 단점을 가지고 있었다. 이 후 제안된 방법은 실제 PC와 근접한 수준의 환경을 제공하는 가상 PC이다. 이러한 가상 PC는 분석자에게 많은 편의를 제공하였으나 시간적인 부분에서 가지는 제한점은 기존과 동일하다. 본 논문에서는 가상 PC 분석 환경에서 시계를 가속하여 이러한 시간적인 부분에 대해 분석시간을 단축할 수 있는 방법을 제안한다. 이 방법을 적용할 경우 특정 시기 혹은 특정 시간 뒤에 동작하는 악성 코드의 활동시기와 조건을 가속한 시간만큼 단축하여 확인할 수 있다. 즉, PC를 감염시킨 뒤에 48시간이 지난 뒤에 공격 활동을 시작하는 악성코드가 시계를 2배로 가속하는 가상머신이라면 24시간 뒤에 행위를 탐지할 수 있다.