• 제목/요약/키워드: Smart rural

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Optimization of Storage Tank Installation Locations for Pipeline Water Supply Using Genetic Algorithm (유전자 알고리즘을 이용한 관수 저류조의 공간배치 최적화)

  • Hong, Rokgi;Park, Jinseok;Jang, Seongju;Lee, Hyeokjin;Song, Inhong
    • Journal of The Korean Society of Agricultural Engineers
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    • v.64 no.6
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    • pp.43-53
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    • 2022
  • Rice paddy has been actively converted into upland crop fields as more profitable upland crop cultivation are encouraged along with the decrease in rice consumption. However, the current water supply system remains mainly for paddy water supply, so research on pipeline water supply for upland cultivation is needed. The objective of this study was to optimize storage tank installation locations for pipeline water supply in reservoir irrigation districts. Five of reservoir irrigation districts were selected as the study sites and gridded of 10×10 m in size. Then genetic algorithm was adopted to evaluate the effects of spatial storage tank allocation on total pipeline cost. The lengths of the main and branch pipelines were considered as the objective cost function for the optimization of storage tank installation. Overall the shorter the branch pipeline and the longer the main pipeline, as the number of storage tanks increase. The minimal pipeline cost, i.e., optimal condition was reached when approximately 10% of the storage tank numbers to total upland plots were installed. The methodology presented in this study can be applied to determine the number and spatial arrangement of storage tanks for upland pipeline irrigation system design.

Physical Habitat Assessment of Bokha Downstream Reach Considering Life Cycle Stages of Zacco platypus Using PHABSIM (PHABSIM을 이용한 복하천 하류 구간의 피라미 생애주기별 물리적 서식처 평가)

  • Lee, Hyeokjin;Park, Jinseok;Jang, Seongju;Hong, Rokgi;Song, Inhong
    • Journal of The Korean Society of Agricultural Engineers
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    • v.64 no.4
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    • pp.55-64
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    • 2022
  • The objectives of this study were to assess physical habitat suitability of fish species for different life cycle stages and to suggest appropriate ecological stream flows in a Bokha downstream reach. A dominant species of Zacco platypus was selected as the study fish of which three stages of spawning, juvenile and adult in life cycle were considered into assessment. The stream hydraulic environment was calibrated with HEC-RAS before the PHABSIM simulation. The hydraulics of flow velocity and depth were used to estimate Weighted Usable Area (WUA) by multiplying respective habitat suitability indices with stream area. Overall the WUAs tend to be great in gentle slopes with relatively shallow water depth regions. Maximum WUAs, ie, candidate for ecological flow rates were 1 m3/s, 7 m3/s and 8 m3/s for the respective spawning, juvenile and adult stages of Zacco platypus. Since the ecological flow rates for juvenile and adult stages appeared to be is greater than the abundant flow rate (3.67 m3/s) for the study reach, additional water supply may be needed but should be cautious to avoid the spawning period of Apr through May from the stream water management perspective.

Analysis of the power requirements of a 55 kW class agricultural tractor during a garlic harvesting operation

  • Seung-Min, Baek;Wan-Soo, Kim;Seung-Yun, Baek;Hyeon-Ho, Jeon;Jun-Ho, Lee;Ye-In, Song;Yong, Choi;Young-Keun, Kim;Sang-Hee, Lee;Yong-Joo, Kim
    • Korean Journal of Agricultural Science
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    • v.48 no.4
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    • pp.1039-1050
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    • 2021
  • The purpose of this study is to measure load data for a 55 kW class agricultural tractor during a harvesting operation and to analyze the required power according to the working conditions. A field test was conducted at three different tractor speeds (1.2, 1.3, and 1.4 km·h-1). A load measurement system was developed for the front axles, rear axles, and for power take-off (PTO). The torque and rotational speeds of the axles and PTO were measured during the field test and were calculated as the required power. The results showed that the total required power was in the range of 4.86 - 5.48 kW during the harvesting operation according to the tractor speed, and it was confirmed that this represents a ratio of 8.8 - 10.0% of the engine rated power. Also, it was confirmed that the required power of the axle and PTO increased as the tractor speed increased. In future studies, we plan to supplement the measurement system for a tractor to include a hydraulic system and perform a field test for harvesting various underground crops.

Analysis of advancement model of 1st generation dairy smart farm based on Open API application (개방형 제어기반 1세대 낙농 스마트팜의 고도화 모델 적용 분석)

  • Yang, Kayoung;Kwon, Kyeong-Seok;Kim, Jung Kon;Kim, Jong Bok;Jang, Dong Hwa;Ko, miae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.11
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    • pp.180-186
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    • 2020
  • ICT convergence using smart livestock is that in the first-generation dairy smart farm model, each device made by several manufacturers uses its own communication method, limiting the mutual operation of each device. This study uses a model based on open control technology to secure interoperability of existing ICT devices and to manage data efficiently. The open integrated control derived from this process is the software interface structure of Open API. It is an observer that serves as real-time data collection according to the communication method of ICT devices and sensors located at each end. It consists of a broker that connects and transmits to the upper integrated management server. As a result of the performance analysis through verification of two first-generation dairy smart farm model sites, the average daily milk production increased compared to the previous year (farm A 5.13%, farm B 1.33%, p<0.05). Cow days open (DO) was reduced by 17.5% on farm A and 13.3% for farm B(p<0.05). Cows require an adaptation period after the introduction of the ICT device, but if continuous effects are observed, the effect of production can be expected to increase gradually.

Measure Improvement on Vulnerable Area based on Climate Change Impact on Agriculture Infrastructure (기후변화에 따른 농업생산기반시설 영향분석을 통한 정책추진 방안 연구)

  • Jeong, Kyung-Hun;Song, Suk-Ho;Jung, Hyoung-Mo;Oh, Seung-Heon;Kim, Soo-Jin;Lim, Se-Yun;Joo, Dong-Hyuk;Hwang, Syewoon;Jang, Min-Won;Bae, Seung-Jong;Yoo, Seung-Hwan
    • Journal of Korean Society of Rural Planning
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    • v.26 no.4
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    • pp.81-91
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    • 2020
  • This study was conducted to analyse climate change impact on agriculture infrastructure and propose improved measures on vulnerable areas. Recently, Climate change has resulted in damaging effects on agricultural fields through increases in drought intensity and flood risk. It is expected that this impact will increase over time. This study shows that Gyeong-gi and Chung-nam provinces are affected by drought and Gyeong-buk and Gyeong-nam provinces are affected by heavy rain. However, there are also regional variations within each province. Agricultural infrastructure affected by drought may also be affected by heavy rain. Increased damages on the infrastructure due to increased extreme weather events require preventive measures especially in vulnerable areas. In order to minimize the damage by climate change, we need to introduce a reform in the system which selects project region by analysing climate change impacts. Furthermore, impact assessment of climate change from projects such as 'water supply diversification', 'flooded farmland improvement', and 'irrigation facility reinforcement' also need to be adopted to improve the measures. The results of this study are expected to provide a foundation for establishing measures on coping with climate change in the agricultural sector.

Based on MQTT and Node-RED Implementation of a Smart Farm System that stores MongoDB (MQTT와 Node-RED를 기반한 MongoDB로 저장 하는 스마트 팜 시스템 구현)

  • Hong-Jin Park
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.16 no.5
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    • pp.256-264
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    • 2023
  • Smart farm technology using IoT is one of the technologies that can increase productivity and improve the quality of agricultural products in agriculture, which is facing difficulties due to the decline in rural population, lack of rural manpower due to aging, and increase in diseases and pests due to climate change. . Smart farms using existing IoT simply monitor farms, implement smart plant growers, and have automatic greenhouse opening and closing systems. This paper implements a smart farm system based on MQTT, an industry standard protocol for the Internet of Things, and Node-RED, a representative development middleware for the Internet of Things. First, data is extracted from Arduino sensors, and data is collected and transmitted from IoT devices using the MQTT protocol. Then, Node-RED is used to process MQTT messages and store the sensing data in real time in MongoDB, a representative NoSQL, to store the data. Through this smart farm system, farm managers can use a computer or mobile phone to check sensing information on the smart farm in real time, anytime, anywhere, without restrictions on time and space.

A Follow-up Study on Smart Divide Issues in Korean Rural Area

  • Lee, Jongtae
    • Agribusiness and Information Management
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    • v.8 no.1
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    • pp.27-32
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    • 2016
  • Digital divide commonly means the gap among diverse stakeholders, businesses, physical areas, and individual people in terms of opportunities, accessibilities, and usabilities (Acilar, 2011). Lee and Park (2011) and Barzilai-Nahon (2006) suggested that the digital divide issues should be considered as an important public issue because proper public response may enhance or reduce the information gaps by the digital divide. This study is a follow-up study of the study of Lee and Park. This study's main aim is to clarify the changes of the digital divide in the rural areas during five years and to find out meaningful factors to reduce the gaps between the rural area and urban area. To achieve the research aim, this study analyzes the public data by ITSTAT and previous studies on the digital divide. Also this study follows the system thinking approach to model the causal relationships among diverse factors on the digital divide. With the results, this study suggests that the factors to measure the digital divide should be re-designed including smartphone penetration and accessibilities. Especially, current digital divide scoring factors should be considered in the way of social welfare.

Estimation of Fish Habitat Suitability Index for Stream Water Quality - Case Species of Zacco platypus - (하천 수질에 대한 어류의 서식처적합도지수 산정 - 피라미를 대상으로 -)

  • Hong, Rokgi;Park, Jinseok;Jang, Seongju;Song, Inhong
    • Journal of The Korean Society of Agricultural Engineers
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    • v.63 no.6
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    • pp.89-100
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    • 2021
  • The conservation of stream habitats has been gaining more public attention and fish habitat suitability index (HSI) is an important measure for ecological stream habitat assessment. The fish habitat preference is affected not only by physical stream conditions but also by water quality of which HSI was not available due to the lack of field data. The purpose of this study is to estimate the HSI of Zacco platypus for water quality parameters of water temperature, dissolved oxygen (DO), and biochemical oxygen demand (BOD) using the water environment monitoring data provided by the Ministry of Environment (ME). Fish population data merged with water quality were constructed by spatio-temporal matching of nationwide water quality monitoring data with bio-monitoring data of the ME. Two types of the HSI were calculated by the Instream Flow and Aquatic Systems Group (IFASG) method and probability distribution (Weibull) fitting for the four major river basins. Both the HSIs by the IFASG and Weibull fitting appeared to represent the overall distribution and magnitude of fish population and this can be used in stream fish habitat evaluation considering water quality.

Vulnerability Assessment of Idleness in Rural Areas from Multiple Perspectives (인구, 주택, 농지 측면에서의 농촌지역 유휴화 취약성 평가)

  • Lee, Jimin;Choi, Won
    • Journal of The Korean Society of Agricultural Engineers
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    • v.64 no.2
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    • pp.15-25
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    • 2022
  • Idleness in rural areas is a very important issue with regard to national land space management. Previous studies have been conducted separately in terms of population housing and farmland. So, an integrated analysis considering population housing and farmland is required for rural spatial management. In this study, vulnerability indices were developed and spatial distribution of the vulnerable areas was analyzed by evaluating regional vulnerability on population, housing, and farmland. In addition, plans for rural space management plan were proposed considering the population hollowing out and the idle farmland. The results of this study would be helpful in preparing policies that take into account the vulnerability of idleness in rural areas.

Effects of Duration and Time Distribution of Probability Rainfall on Paddy Fields Inundation (설계강우의 지속시간 및 시간분포에 따른 배수개선 농경지 침수 영향 분석)

  • Jun, Sang-Min;Kim, Kwi-Hoon;Lee, Hyunji;Kang, Ki-Ho;Yoo, Seung-Hwan;Choi, Jin-Yong;Kang, Moon-Seong
    • Journal of The Korean Society of Agricultural Engineers
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    • v.64 no.2
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    • pp.47-55
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    • 2022
  • The objective of this study was to analyze the effect of the duration and time distribution of probability rainfall on farmland inundation for the paddy fields in the drainage improvement project site. In this study, eight drainage improvement project sites were selected for inundation modeling. Hourly rainfall data were collected, and 20- and 30-year frequency probability rainfalls were estimated for 14 different durations. Probability rainfalls were distributed using Intensity-Duration-Frequency (IDF) and Huff time distribution methods. Design floods were calculated for 48 hr and critical duration, and IDF time distribution and Huff time distribution were used for 48 hr duration and critical duration, respectively. Inundation modeling was carried out for each study district using 48 hr and critical duration rainfalls. The result showed that six of the eight districts had a larger flood discharge using the method of applying critical duration and Huff distribution. The results of inundation depth analysis showed similar trends to those of design flood calculations. However, the inundation durations showed different tendencies from the inundation depth. The IDF time distribution is a distribution in which most of the rainfall is concentrated at the beginning of rainfall, and the theoretical background is unclear. It is considered desirable to apply critical duration and Huff time distribution to agricultural production infrastructure design standards in consideration of uniformity with other design standards such as flood calculation standard guidelines.