• 제목/요약/키워드: Microclimate Data

검색결과 86건 처리시간 0.026초

An intelligent monitoring of greenhouse using wireless sensor networks

  • Touhami, Achouak;Benahmed, Khelifa;Parra, Lorena;Bounaama, Fateh;Lloret, Jaime
    • Smart Structures and Systems
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    • 제26권1호
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    • pp.117-134
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    • 2020
  • Over recent years, the interest for vegetables and fruits in all seasons and places has much increased, from where diverse countries have directed to the commercial production in greenhouse. In this article, we propose an algorithm based on wireless sensor network technologies that monitor the microclimate inside a greenhouse and linear equations model for optimization plant production and material cost. Moreover, we also suggest a novel design of an intelligent greenhouse. We validate our algorithms with simulations on a benchmark based on experimental data made at lNRA of Montfavet in France. Finally, we calculate the statistical estimators RMSE, TSSE, MAPE, EF and R2. The results obtained are promising, which shows the efficiency of our proposed system.

면과 친수 가공 폴리에스테르 소재로 된 트레이닝복의 인체 생리 효과 (Effects of Thermophysiological Responses by Trainning Wear Made from Cotton and Hygroscopically Treated Polyester)

  • 정희자;장지혜
    • 대한가정학회지
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    • 제37권12호
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    • pp.193-203
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    • 1999
  • This study was executed to show influence of material and property of sportswear to physiological responses of body and comfort sensation and to supply basic research data about comfortable sportswear Trainning wear was manufactured with cotton(C) and hygroscopically treated polyester material (FP), and its properties of material were measured. Then rectal temperature, skin temperature, heart rate, weight loss, clothing microclimate and subjective sensation was estimated with study of wearing with these sportswear and examined the influence that it got to physiological responses of body and sensation. Health adult men were selected for subjects and executed at climatic chamber of temperature, $20\pm2^{\circ}C and humidity, $60\pm5%$ R.H. Conclusively sportswear of hygroscopically treated polyester is a favorable functional material. So far factor that affect to physiological comfort sensation has been explained mostly by moisture regain but in our experiment, it turned out that air permeability, water absorption velocity and dynamic oater absorption etc. were affecting factors. So according to this result, air permeability and moisture permeability should be considered with transmittance of temperature moisture for development of comfort material.

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데이터 기반 모델에 의한 온실 내 기온 변화 예측 (Data-Based Model Approach to Predict Internal Air Temperature of Greenhouse)

  • 홍세운;문애경;리송;이인복
    • 한국농공학회논문집
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    • 제57권3호
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    • pp.9-19
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    • 2015
  • Internal air temperature of greenhouse is an important variable that can be influenced by the complex interaction between outside weather and greenhouse inside climate. This paper focuses on a data-based model approach to predict internal air temperature of the greenhouse. External air temperature, solar radiation, wind speed and wind direction were measured next to an experimental greenhouse supported by the Electronics and Telecommunications Research Institute and used as input variables for the model. Internal air temperature was measured at the center of three sections of the greenhouse and used as an output variable. The proposed model consisted of a transfer function including the four input variables and tested the prediction accuracy according to the sampling interval of the input variables, the orders of model polynomials and the time delay variable. As a result, a second-order model was suitable to predict the internal air temperature having the predictable time of 20-30 minutes and average errors of less than ${\pm}1K$. Afterwards mechanistic interpretation was conducted based on the energy balance equation, and it was found that the resulting model was considered physically acceptable and satisfied the physical reality of the heat transfer phenomena in a greenhouse. The proposed data-based model approach is applicable to any input variables and is expected to be useful for predicting complex greenhouse microclimate involving environmental control systems.

장경각 기상 자료 수집 체계 (Meteorological Data Acquisition System for the Changkyeonggak)

  • 유병용;전채익;이강수;신교철;변종홍;김창홍
    • 보존과학회지
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    • 제5권1호
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    • pp.69-86
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    • 1996
  • More than eighty thousands of wooden printing blocks of the Tripitaka Koreans are accommodated in the Changkyeonggak which consists of two open structured wooden buildings, Peoppojeon and Sudarajang. These blocks are virtually in pristine state even after three quarters of a millennium. The excellent preservation could be attributed to the careful preparation and meticulous finish of the blocks. But the meteorological environment or microclimate should be one of the key factors for the preservation. To keep the blocks intact as it is or at least do not accelerate the deterioration, we should study the blocks and its microclimatic environment supplied by the Changgyeonggak and the topology of the site. As a Part of this effort we designed a computerized meteorological data acquisition system, which can handle up to 4,096 sensors. A partial but operative installation of 16 temperature/humidity sensors was set up in the Peoppojeon. We hope to have a chance to install a full fledged system in the near future for the compilation of the fuller environmental data base.

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천연림 간벌에 기인한 산림생물량 감소가 산림 내부 온도에 미치는 영향 연구 (The Effect on the Forest Temperature by Reduced Biomass Caused by Natural Forest Thinning)

  • 강래열;홍석환
    • 한국환경생태학회지
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    • 제32권3호
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    • pp.303-312
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    • 2018
  • 본 연구는 숲가꾸기가 시행된 부산대학교 제1학술림을 대상으로 간벌 전 후의 산림생물량 및 온도를 실측하여 천연림에서 간벌에 따른 산림생물량 감소와 산림 내부 온도변화의 관계를 확인하고자 하였다. 산림생물량은 간벌 전 후 동일 조사구에 흉고단면적, 수관단면적, 수관체적을 각각 동일한 도출식을 적용하여 도출하였으며, 산림 온도와의 관계성을 파악하고자 하였다. 온도측정은 간벌 이전인 2016년 04월 20일~28일, 간벌 전후인 2016년 07월 26일~11월 04일, 간벌 이듬해인 2017년 04월 15일~05월 08일에 각각 실시하였으며 온도데이터로거를 방형구 내 중앙에 위치한 수목의 지상 2.0m 높이에 북향으로 설치하여 동일기간동안 각 10분마다 데이터가 기록되도록 설치하였다. 간벌이 산림 전역에 진행되어 산림 내 대조구 설정이 어려워 인근 도시에 위치한 동래구 지역별상세관측자료(AWS)를 대조구로 활용하였다. 산림생물량의 변화와 온도와의 관계성을 분석한 결과, 산림 내부 온도 변화는 한낮 시간대(PM12:00~15:00)에 가장 큰 변화를 보였으며, 산림생물량 중 수관체적과 깊은 관계성을 가지고 있었다. 간벌 직후(평균 $0.74^{\circ}C$)보다 간벌 후 1년이 경과한 시점(평균$1.91^{\circ}C$)에서 훨씬 높은 온도 상승을 보였다. 조사구별 수관체적 감소비율과 온도 상승정도를 비교한 결과, 수관체적 감소량이 15.4%로 가장 높았던 리기다소나무군락에서 간벌 직후와 1년 후 분석에서 각각 $1.06^{\circ}C$, $2.49^{\circ}C$로 가장 높은 온도 상승을 나타냈다. 수관체적 감소비율이 5.0%로 가장 적었던 리기다소나무-소나무군락에서 간벌 직후는 그 차이가 없었으며 1년 후 분석에서는 $0.92^{\circ}C$가 상승하였다. 천연림에서 간벌로 인한 산림생물량 감소는 산림내부 온도를 급격히 상승시키는 것을 확인할 수 있었으며 특히, 간벌 직후보다는 이듬해에 더 극심하게 나타나고 있어 제거된 산림생물량에 의한 미기후 변화는 단기간에 회복될 수 없음을 확인할 수 있었다.

투습방수의류의 보온력 및 증발저항 평가와 관련 변인 (An Evaluation of Factors Influencing the Thermal Insulation and Evaporative Resistance of a Waterproof and Breathable Garment System)

  • 심현섭
    • 한국지역사회생활과학회지
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    • 제25권4호
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    • pp.549-556
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    • 2014
  • This study evaluates the thermal insulation and evaporative resistance of a waterproof and breathable garment system and determines the factors influencing its thermal performance. The experimental garments were composed of underwear (shirts with 100% wool and 100% polyester) and outerwear (jackets and pants with a vapor-permeable membrane and a vapor-impermeable membrane). Data on clothing insulation in a dry condition ($10^{\circ}C$) and a wet condition ($10^{\circ}C$, 40% R.H.), evaporative resistance ($34^{\circ}C$, 40% R.H., and $10^{\circ}C$, 40% R.H.), and microclimate vapor pressure were collected and analyzed. According to the results, the thermal insulation of the experimental garment system ranged 1.27~1.40 in the dry condition and 0.40~0.89 in the wet condition at $10^{\circ}C$. Evaporative resistance ranged $41{\sim}525m^2Pa/W$. A decrease in thermal insulation by wetting underwear ranged 31~67% in the cold condition ($10^{\circ}C$). The breathability of the outer garment influenced the decrease in thermal insulation by wetting. The type of underwear fiber influenced the decrease in thermal insulation only when it was used with breathable outerwear. The vapor-permeable outerwear sample with polyester underwear (P_Perm) showed a larger decrease in insulation than that with wool (W_Perm). The evaporative resistance of the vapor-permeable ensemble showed no effect of underwear in the warm condition ($34^{\circ}C$), but polyester underwear showed lower evaporative resistance than wool in the cold condition ($10^{\circ}C$). The vapor-impermeable ensemble showed no difference in evaporative resistance between polyester underwear and wool underwear in both conditions. Future research should consider various clothing ensemble combinations and environmental conditions and evaluate wear comfort by using human subjects.

Recurrent Neural Network Models for Prediction of the inside Temperature and Humidity in Greenhouse

  • Jung, Dae-Hyun;Kim, Hak-Jin;Park, Soo Hyun;Kim, Joon Yong
    • 한국농업기계학회:학술대회논문집
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    • 한국농업기계학회 2017년도 춘계공동학술대회
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    • pp.135-135
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    • 2017
  • Greenhouse have been developed to provide the plants with good environmental conditions for cultivation crop, two major factors of which are the inside air temperature and humidity. The inside temperature are influenced by the heating systems, ventilators and for systems among others, which in turn are geverned by some type of controller. Likewise, humidity environment is the result of complex mass exchanges between the inside air and the several elements of the greenhouse and the outside boundaries. Most of the existing models are based on the energy balance method and heat balance equation for modelling the heat and mass fluxes and generating dynamic elements. However, greenhouse are classified as complex system, and need to make a sophisticated modeling. Furthermore, there is a difficulty in using classical control methods for complex process system due to the process are non linear and multi-output(MIMO) systems. In order to predict the time evolution of conditions in certain greenhouse as a function, we present here to use of recurrent neural networks(RNN) which has been used to implement the direct dynamics of the inside temperature and inside humidity of greenhouse. For the training, we used algorithm of a backpropagation Through Time (BPTT). Because the environmental parameters are shared by all time steps in the network, the gradient at each output depends not only on the calculations of the current time step, but also the previous time steps. The training data was emulated to 13 input variables during March 1 to 7, and the model was tested with database file of March 8. The RMSE of results of the temperature modeling was $0.976^{\circ}C$, and the RMSE of humidity simulation was 4.11%, which will be given to prove the performance of RNN in prediction of the greenhouse environment.

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도시녹지가 미기상조절에 미치는 실증적 연구 (Positive Study of How Green Zones in the City Effect the Relief of Micro-Climate Control)

  • 윤용한
    • 환경생물
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    • 제22권2호
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    • pp.279-286
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    • 2004
  • 본 연구는 토지피복현황과 수림의 층위구조 등이 다양한 도시녹지를 대상으로 미기상 조절에 미치는 영향을 정성 및 정량적으로 파악하기 위해 녹지내의 기온 및 습도를 관측하였다. 그 데이터를 바탕으로 녹지내의 토지피복 현황과 그 비율, 녹적량과 기온 및 습도와의 관련성을 회귀분석 등에 의해 해석하였다. 그 결과 고온역은 포장면과 나지 주변에서, 저온역은 수림지 및 수면 주변에서 형성되었다. 또한, 수림(교목+소교목)으로 둘러싸인 수면, 소하천 주변에도 저온을 나타냈다. 습도는 기온분포에 거의 대응하는 형태로 고온역이 저습역이고, 저온역이 고습역으로 나타났다. 녹지가 미기상조절효과를 갖는 메커니즘은 토지피복비율의 종류,그 비율의 차이에 따라 미기상조절효과의 정도가 서로 달랐다. 더욱이 각 녹적량의 증가는 수고에 관계없이 모두 기온은 떨어뜨리고 습도는 상승시키는 효과를 보였다. 그 효과의 효율은 교목, 소교목, 관목의 순이다. 지금까지의 실증결과로부터 고온완화에는 수림지, 수면,초지의 순으로, 그 비율을 증가해서 배치하면 효과가 커지고, 같은 방법으로 습도의 상승에는 수면, 수림지, 초지의 순으로 그 비율을 증가해서 배치하면 효과가 높아진다. 그 효율성을 고려하면 수면, 소하천을 핵으로 그 주변은 교목 중심의 수림이 좋고, 그 층위구조는 단층림보다는 2∼3층의 혼효림이 미기상조절에 미치는 효과가 크다.

인공광하의 공정육묘용 풍동 설계 및 공정묘 개체군상의 공기역학적 특성 (Design of a Wind Tunnel for Plug Seedlings Production under Artificial Light and Aerodynamic Characteristics above Plug Stand)

  • 김용현;고재풍수
    • Journal of Biosystems Engineering
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    • 제21권4호
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    • pp.429-435
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    • 1996
  • A wind tunnel consisting of two air flow conditioners with polycarbonate pipes, a plant growth room, a suction fan and fan controller, and fluorescent lamps, was designed to investigate the interactions between the growth of plug seedlings under artificial light and their Physical environments. Light transmissivities in the plant growth room based on the photosynthetic photon flux density and photosynthetically active radiation was appeared to be 96.3% and 96.8%, respectively. Measurement showed a uniformity in the vertical profiles of air current speed at the middle and rear regions of plug trays in wind tunnel. This result indicated that the development of a wind tunnel based on the design criteria of the American Society of Mechanical Engineers was adequate. Air current speed inside the plug stand was significantly decreased due to the resistance by the leaves of plug seedlings and boundary layer developed over and below the plug stand. Driving force to facilitate the diffusion of gas inside the plug stand might be regarded as extremely low. Aerodynamic characteristics above the plug stand under artificial light were investigated. As the air current speed increased, zero plane displacement decreased but roughness length and frictional velocity increased. Zero plane displacement linearly increased with the average height of plug seedlings. The wind tunnel developed in this study would be useful to investigate the effects of air current speed on the microclimate over and inside the plug stand and to collect basic data for a large-scale plug production under artificial light in a semi-closed ecosystem.

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도시공원의 생태기능 향상을 위한 토양 이화학적 특성 기준에 대한 연구 (Study on Soil Physico-Chemical Properties Criteria for Improving Ecosystem Services in Urban Parks)

  • 공민재;권태근;김창현;김남춘;신유경;안난희;이상민;손진관
    • 한국환경과학회지
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    • 제29권4호
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    • pp.325-337
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    • 2020
  • The purpose of this study was to analyze the soil environment of urban neighborhood parks and to use them as basic data for evaluating the ecological functions of urban parks such as groundwater regeneration, flood control, microclimate regulation, adsorption and purification. The landscape design criteria were generally evaluated as advanced, and further monitoring and studies are needed to evaluate the various ecological functions. It is also necessary to improve the phosphoric acid and nitrogen contents, which tended to be low. In addition, continuous monitoring is needed to assess the proper soil environment according to the biological species, and to evaluate the ecological functions. The results of this study can be used to evaluate the groundwater recharge of urban parks. In particular, when the land of the neighboring park is used for various purposes, the level of access of the user may be increased. Therefore, factors that may adversely affect the user's health, such as heavy metals and organic matters, should be selected and selected as management criteria. In addition, follow-up studies considering fertilization standards suitable for trees and growth of introduced vegetation, etc. are needed urgently to improve the soil environment.