• 제목/요약/키워드: Low costs

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무인 점포 사용자 이상행동을 탐지하기 위한 지능형 모션 패턴 인식 알고리즘 (Intelligent Motion Pattern Recognition Algorithm for Abnormal Behavior Detections in Unmanned Stores)

  • 최영준;나지영;안준호
    • 인터넷정보학회논문지
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    • 제24권6호
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    • pp.73-80
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    • 2023
  • 최근 최저시급의 가파른 인상으로 인건비에 대한 부담이 늘어남과 함께 코로나19의 여파로 무인 상점의 점유율이 높아지고 있는 추세이다. 그로 인해 무인 점포를 타겟으로 하는 도난 범죄들도 같이 늘어나고 있어 이러한 도난 사고를 방지하기 위해 Just-Walk-Out 시스템을 도입하고 고비용의 LiDAR 센서, 가중치 센서 등을 사용하거나 수동으로 지속적인 CCTV 감시를 통해서 확인하고 있다. 하지만 이런 고가의 센서를 많이 사용할수록 점포 운영에 있어 비용 부담이 늘어나게 되고, CCTV 확인은 관리자가 24시간 내내 감시하기 어려워서 사용이 제한적이다. 본 연구에서는 이런 센서들이나 사람에 의지하는 부분을 해결할 수 있고 무인점포에서 사용할 수 있는 저비용으로 도난 등의 이상행동을 하는 고객을 탐지하여 클라우드 기반의 알림을 제공하는 인공지능 영상 처리 융합 알고리즘을 제안하고자 한다. 또한 본 연구에서는 mediapipe를 이용한 모션캡쳐, YOLO를 이용한 객체탐지 그리고 융합 알고리즘을 통해 무인 점포에서 수집한 행동 패턴 데이터를 바탕으로 각 알고리즘들에 대한 정확도를 확인하며 다양한 상황 실험을 통해 융합 알고리즘의 성능을 증명했다.

돼지고기 저지방부위 소비에 대한 지불의사액 추정 (WTP Estimation in Low Fat Pork Meat Consumption)

  • 신효중;이샘
    • 한국식생활문화학회지
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    • 제33권4호
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    • pp.299-306
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    • 2018
  • Pork is a popular meat consumed in Korea. However, the consumption pattern has typically focused on preferred parts, like pork belly, which is usually broiled. This consumption pattern has increased both stocks of low fat parts and medical costs, and has thereby disturbed pork industry growth and the national health welfare. Changing the consumption patterns of preferred parts and encouraging consumption of low fat parts will improve consumers' quality of life and also increase their benefits. Thus, this study estimated WTP (Willingness To Pay) for health funds among consumers who eat pork meat, considering the health benefits gained by consuming low fat parts and changes in preferred part consumption. The results of this study show that WTP is higher when consumers have a smaller family and a higher income; these consumers plan to increase intake of pork meat in the future and think that the promotion of low fat pork meat consumption is more important. The WTP for health funds is estimated to be 49won to 287won through Logit Model. The health benefits of low fat consumption were estimated to be 92 billion won to 539 billion won per year. Therefore, reforming low fat pork consumption not only changes the traditional consumption pattern focused on preferred parts but also leads to a variety of benefits for consumers, including health benefits.

환경농법에 의한 사과생산 실태 및 경영개선 (Current Situation of Environment-Friendly Production of Apples)

  • 박흥섭;오광인;박준근
    • 한국유기농업학회지
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    • 제7권2호
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    • pp.1-16
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    • 1999
  • In this study, questionnaire were made to environment-friendly producers of apples regarding farm management methods in low-input production method. utilizing organic materials, production and marketing of apples with lower agricultural chemical residues. Besides, five apples farms were visited to find out their management situation by employing the low-input production method in order to protect the environment as well as consumer's health. Those five low-input apple farms were scattered in Kyungbuk, Chungnam, and Chonnam Provinces, There were not many low-input apple farms across the nation from the beginning and, as a result, increasing the sample size was basically very difficult. Most of these farms were using 140hrs of labor per 10a, of which 30hrs in pre-season management, 25hrs in plowing and weed control, 15hrs in disease and pest control, 20hrs in harvest and marketing and 50hrs in miscellaneous activities. Relatively, pest control takes much time in that they would spray pesticides 7-10 times a season to control the apple disease, 9 times on the average. The average gross revenue of low-input apple farms was about \2,000,000/10a, and their average yield was 2,000kg/10a, which are 25% and 13% lower, respectively, than the ordinary apple production case. This means the low-input farmers are inefficient in marketing their products. On the other hand, their production costs were 20.4% higher than the ordinary apple farms on the average. Since the imported foreign fruits including apples must use various agricultural chemicals on their way to the export markets, the domestic low-input apples have competitive edge over them in therms of food safety. In order to improve the low-input apple industry, active cooperation is needed among the producers, government and researchers more than ever. Among other things, production cost reduction and quality improvement with lower chemical residues are part of the urgent matters to be done.

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암모니아 액화 시나리오에 따른 그린암모니아 합성 공정의 경제성 및 환경 영향도 평가 (Techno-economic Analysis and Environmental Impact Assessment of a Green Ammonia Synthesis Process Under Various Ammonia Liquefaction Scenarios)

  • 김건영;송인서;구보람;박기호
    • Korean Chemical Engineering Research
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    • 제62권2호
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    • pp.163-172
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    • 2024
  • 본 연구에서는 이산화탄소를 배출하지 않고 수소를 운반할 수 있는 그린 암모니아 공정의 효율적인 설계를 위해 암모니아 액화 시나리오를 다르게 설계하고 이에 대한 경제성 및 환경 영향도 평가를 수행하였다. 순도 99.9 mol%의 148 kmol/hr 액화 암모니아를 생산물로 얻는 것을 목표로 설정하였고 후처리 단계에서 냉각단계 전 기-액분리를 통해 일정량의 액화 암모니아를 분리하고 고압에서 냉각하는 고압 냉각 공정과 기-액분리 과정 없이 바로 감압 후 냉각하여 기-액분리를 시켜 최종생산물을 얻는 저압 냉각 공정의 두 가지 케이스를 설정했다. 이에 대한 타당성 평가를 위해 Aspen Plus를 활용한 시뮬레이션을 수행하였다. 고압 냉각 공정은 많은 기-액분리 공정과 열교환기를 사용하여 초기장치 비용이 부담되지만 상대적으로 총 유틸리티 비용이 91.03 $/hr, duty가 2.81 Gcal/hr 낮아 유지비용이 적게 든다. 저압 냉각 공정은 초기 장치 비용이 낮고 운전이 용이하지만 급격한 압력 강하로 운전이 불안정한 것을 확인 하였다. 환경 영향도 평가 결과 고압 냉각 공정이 저압 냉각 공정보다 전력 사용량을 기준으로 산출한 이산화탄소 환산톤 배출 계수가 0.83 tCO2eq 더 낮아 환경친화적 임을 확인할 수 있었다. 본 연구 결과를 통해 향후 그린 암모니아 합성 공정에서 여러 상황에 적절한 설계안을 도출할 수 있는 데이터베이스를 확보할 수 있다.

창호철물공사 하자발생 원인과 시공품질 영향분석에 관한 연구 - 문(Door)에 사용되는 창호철물 중심으로 - (Analysis of the Causes of Defects in Fenestration Construction and Their Impacts on Construction Quality - Focused on Door Hardware -)

  • 문상덕;정재민;옥종호
    • 한국건축시공학회지
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    • 제13권4호
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    • pp.341-350
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    • 2013
  • 본 연구에서는 창호철물 공사의 하자발생 원인을 제도(System), 설계, 시공 3가지 측면에서 제도 미비(공사시방서 작성능력 부족등), 창호철물의 중요성에 대한 사회적 인식부족, 설계도면 작성 기술력 부족, 설계비 저가등 7가지를 도출하였다. 도출된 7가지 원인 중 창호철물 공사의 하자 발생에 높은 영향을 미치는 원인은 제도 미비(공사시방서 작성능력 부족), 설계도면 작성 기술력 부족이 각각 1순위, 2순위로 나타났다. 또한 이러한 하자발생 원인이 실제 프로젝트에서 건축사사무소와 시공사의 규모에 따라 어떻게 분포하는지와 시공품질에 미치는 영향을 분석 제시함으로써 향후 창호철물공사 하자방지 방안 마련을 위한 기초 연구를 수행하였다.

모형실험과 수치해석을 이용한 저항 저감형 중층 트롤어구의 성능 해석 (Performance analysis of a low drag generated midwater trawl using the model experiments and the numerical analysis)

  • 김지은;이지훈;박성호;이춘우;박수봉
    • 수산해양기술연구
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    • 제53권2호
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    • pp.115-125
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    • 2017
  • Fuel consumption in fisheries is a primary concern due to environmental effects and costs to fishermen. Much research has been carried out to reduce the fuel consumption related to fishing operations. The fuel consumption of fishing gear in fishing operation is generally related to hydrodynamic resistance on the gear. This research is to propose a low drag generated midwater trawl in terms of the gear design improvement using simulations. The results from the simulation were verified with results that mirrored the model experiments. From the results, the resistance force of the proposed gear decreased to 29% compared to that of the current gear. Furthermore, the gear performance also improved with increased gear mouth compared to the current one. Therefore, the proposed gear will be helpful to reduce the greenhouse gases from fishing operation. It will also contribute to the fishing industry by saving fuel.

다공성 금속 샤워헤드가 적용된 상압플라즈마 화학기상증착법을 이용한 저온 다결정 실리콘 증착 공정 (Low Temperature Polycrystalline Silicon Deposition by Atmospheric Pressure Plasma Enhanced CVD Using Metal Foam Showerhead)

  • 박형규;송창훈;오훈정;백승재
    • 한국전기전자재료학회논문지
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    • 제33권5호
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    • pp.344-349
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    • 2020
  • Modern thin film deposition processes require high deposition rates, low costs, and high-quality films. Atmospheric pressure plasma-enhanced chemical vapor deposition (AP-PECVD) meets these requirements. AP-PECVD causes little damage on thin film deposition surfaces compared to conventional PECVD. Moreover, a higher deposition rate is expected due to the surface heating effect of atomic hydrogens in AP-PECVD. In this study, polycrystalline silicon thin film was deposited at a low temperature of 100℃ and then AP-PECVD experiments were performed with various plasma powers and hydrogen gas flow rates. A deposition rate of 15.2 nm/s was obtained at the VHF power of 400 W. In addition, a metal foam showerhead was employed for uniform gas supply, which provided a significant improvement in the thickness uniformity.

The effect of mainshock-aftershock on the residual displacement of buildings equipped with cylindrical frictional damper

  • Mirtaheri, Masoud;Amini, Mehrshad;Rad, Moosa Doosti
    • Earthquakes and Structures
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    • 제12권5호
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    • pp.515-527
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    • 2017
  • Recently, Friction dampers become popular due to the desirable performance in the energy dissipation of lateral loads. A lot of research which has been conducted on these dampers results in developing friction dampers with low sensitivity to the number of cycles and temperature increases. Friction dampers impose high residual drifts to the buildings because of low post-yield stiffness of the damper which results from increasing lateral displacement and period of buildings. This issue can be more critical under strong aftershocks which results in increasing of structural damages. In this paper, in addition to the assessment of aftershock on steel buildings equipped with friction dampers, methods for controlling residual drifts and decreasing the costs of retrofitting are investigated. Utilizing rigid connections as a lateral dual system and activating lateral stiffness of gravity columns by adding elastic braces are as an example of effective methods investigated in this research. The results of nonlinear time history analyses on the low to medium rise steel frames equipped with friction dampers illustrate a rise in residual drifts as the result of aftershocks. In addition, the results show that different slip loads of friction damper can affect the residual drifts. Furthermore, elastic stories in comparison to rigid connections can reduce residual drifts of buildings in an effective fashion, when most slip loads of friction dampers are considered.

저에너지 공동주택 구현을 위한 요소기술 선정 기법에 관한 연구 (Energy Saving Design Method with the Consideration of the Initial Cost for Apartment Houses)

  • 손원득;이종일;윤대원;이건호;송두삼
    • 한국태양에너지학회 논문집
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    • 제34권2호
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    • pp.24-31
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    • 2014
  • So many energy saving strategies to realize the low energy house are proposed in these days. Even if the energy saving performances are similar between the strategies, the costs are in abroad ranges. Therefore, the application of the energy saving strategies should be based upon two considerations; one is energy saving performance and the other is the cost. In this study, the decision making method for application of the passive design technologies in the design stage of the low energy apartment house are suggested. By utilizing the result of this study, practitioners can make an effective design alternatives which solve the conflicted values; energy saving and cost.

Glazing 특성에 따른 고층 오피스 건물의 에너지성능 분석 (The Analysis on Energy Performance according to Characteristics of Glazing in High-rise Office Buildings)

  • 황우진;김교준;최원기
    • 한국태양에너지학회:학술대회논문집
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    • 한국태양에너지학회 2011년도 춘계학술발표대회 논문집
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    • pp.156-161
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    • 2011
  • In case of newly constructed buildings, the construction type is almost Curtain-wall system or large window in building skin. However, these kind of buildings have problems with regulations on building energy efficiency. And national regulations on building energy efficiency limit only the V-factor of window(except infiltration), it is hard to predict energy consumption of Curtain-wall buildings which gain large solar energy in summer. In this study, the influence of LSG(Light to Solar Gain) on energy performance was theoretically analyzed with simulation. LSG is the value of VLT divide SHGC and represents the optical performance of the glass or glazing. The Window & Therm program developed in LBNL was used to analyze window systems and EnergyPlus was used to building energy. Cases of glazing are three types; single coated Low-e clear glazing, tripple coated Low-e clear glazing, tripple coated Low-e tinted glazing. The results of this study are follows; 1) The building energy consumption of Alt-l, 2, 3 were about 300, 253, $259kWh/m^2{\cdot}yr$ respectively. Therefore, improvement of LSG could save the energy up to 16%. 2) The saved energy could be converted 1 billion won as annual benefit of total energy costs 3) SHGC and LSG more influence on cooling energy than heating energy in office buildings.

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