• 제목/요약/키워드: data waste

검색결과 1,554건 처리시간 0.031초

Towards inferring reactor operations from high-level waste

  • Benjamin Jung;Antonio Figueroa;Malte Gottsche
    • Nuclear Engineering and Technology
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    • 제56권7호
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    • pp.2704-2710
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    • 2024
  • Nuclear archaeology research provides scientific methods to reconstruct the operating histories of fissile material production facilities to account for past fissile material production. While it has typically focused on analyzing material in permanent reactor structures, spent fuel or high-level waste also hold information about the reactor operation. In this computational study, we explore a Bayesian inference framework for reconstructing the operational history from measurements of isotope ratios from a sample of nuclear waste. We investigate two different inference models. The first model discriminates between three potential reactors of origin (Magnox, PWR, and PHWR) while simultaneously reconstructing the fuel burnup, time since irradiation, initial enrichment, and average power density. The second model reconstructs the fuel burnup and time since irradiation of two batches of waste in a mixed sample. Each of the models is applied to a set of simulated test data, and the performance is evaluated by comparing the highest posterior density regions to the corresponding parameter values of the test dataset. Both models perform well on the simulated test cases, which highlights the potential of the Bayesian inference framework and opens up avenues for further investigation.

농촌지역 쓰레기 매립장 입지선정에 관한 연구 -경상북도 영양군을 사례로- (Solid Waste Disposal Site Selection in Rural Area: Youngyang-Gun, Kyungpook)

  • 박순호
    • 한국지역지리학회지
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    • 제3권1호
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    • pp.63-80
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    • 1997
  • 본 연구의 목적은 쓰레기 매립장의 입지선정 기준을 정립하고, 경상북도 영양군을 사례로 GIS 기법을 이용하여 실제 쓰레기 매립장의 입지후보지를 선정한 다음, 선정된 후보지를 상호비교하여 적정입지의 요인별 특성을 제시하는 것이다. 분석에 사용된 GIS소프트웨어는 Idrisi모듈인 Multi-Criteria Evaluation(MCE)이다. 영양군 쓰레기 매립장 입지선정에 이용된 입지요인은 경사도, 단층선, 기반암과 인구밀집지역, 상수원, 하천, 범람원, 도로 그리고 휴양관광지와의 거리등 9개 요인이다. 입지요인의 표준화와 요인별 가중치를 이용한 적합도와 배제기준을 적응한 결과 쓰레기 매립장 건립 불가지역은 시가지와 그 인접지역, 산악지역, 하천, 간선도로, 휴양관광지 및 그 인접지역으로 전체면적의 85.3%에 해당하는 $695.08km^2$였다. 쓰레기 매립장 적정입지 후보지로는 수비면 신암리, 청기면 행화리와 무진리 그리고 석보면 포산리등 3개지역 총 25개 지점이 선정되었다.

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Airline In-flight Meal Demand Forecasting with Neural Networks and Time Series Models

  • Lee, Young-Chan
    • 한국정보시스템학회:학술대회논문집
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    • 한국정보시스템학회 2000년도 추계학술대회
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    • pp.36-44
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    • 2000
  • The purpose of this study is to introduce a more efficient forecasting technique, which could help result the reduction of cost in removing the waste of airline in-flight meals. We will use a neural network approach known to many researchers as the “Outstanding Forecasting Technique”. We employed a multi-layer perceptron neural network using a backpropagation algorithm. We also suggested using other related information to improve the forecasting performances of neural networks. We divided the data into three sets, which are training data set, cross validation data set, and test data set. Time lag variables are still employed in our model according to the general view of time series forecasting. We measured the accuracy of our model by “Mean Square Error”(MSE). The suggested model proved most excellent in serving economy class in-flight meals. Forecasting the exact amount of meals needed for each airline could reduce the waste of meals and therefore, lead to the reduction of cost. Better yet, it could enhance the cost competition of each airline, keep the schedules on time, and lead to better service.

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중저준위방사성폐기물 처분시설의 처분농도제한치 설정에 대한 고찰 II: 최적화 방법론 개발 및 적용 (Determination of Radionuclide Concentration Limit for Low and Intermediate-Level Radioactive Waste Disposal Facility II: Application of Optimization Methodology for Underground Silo Type Disposal Facility)

  • 홍성욱;김민성;정강일;박진백
    • 방사성폐기물학회지
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    • 제15권3호
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    • pp.265-279
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    • 2017
  • 2014년 12월 사용 승인된 경주 중저준위 방사성폐기물 동굴처분시설은 중저준위 방사성폐기물의 처분을 위해 운영중이나 중준위 방사성폐기물을 처분할 수 없다. 왜나하면 기존 중준위 방사성폐기물이 원자력안전위원회 고시 2014-003호에 따라 방사성폐기물 준위가 세분화되었으며, 기존의 중저준위 방사성폐기물 핵종별 처분농도제한치 값이 변경되었으나 이를 고려하지 못하였기 때문이다. 중준위 방사성폐기물의 안전한 처분을 위해 IAEA에서 제시한 방법론과는 달리 방사능량 산출 시 적용된 가용데이터를 기반으로 기존의 설정된 극저준위 및 저준위 방사성폐기물의 처분농도제한치를 고려하여 1단계 동굴처분시설의 중준위 방사성폐기물에 대한 처분농도제한치를 설정하였다. 단, $^{14}C$의 경우 처분농도제한치 외에 추가적인 방사능량 제한이 필요함을 확인하고 우물이용시나리오를 통해 1단계 동굴처분시설의 총방사능량을 제한하였다. 설정된 중준위 방사성폐기물 처분농도제한치와 $^{14}C$의 총방사능량이 적용된 방사능량에 대해 운영 중 및 폐쇄 후 시나리오의 평가결과가 모두 성능목표치를 만족함을 확인하여, 도출된 중준위 방사성폐기물 처분농도제한치가 1단계 동굴처분시설의 중준위 방사성폐기물 처분농도제한치로 사용할 수 있음을 확인하였다. 처분 안전성 증진을 위해 방사성폐기물 발생기관의 데이터를 추가 확보하며, $^{14}C$의 누적방사능량을 관리해 나갈 계획이다.

빈그릇교육을 통한 대학 기숙사의 음식물쓰레기 감량효과에 대한 연구 (Effect of Clean Plate Education on Food Wastes Reduction in University Dormitory)

  • 이은경;김덕길;김승우;정신영;최광수
    • 한국환경과학회지
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    • 제21권7호
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    • pp.865-873
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    • 2012
  • Clean plate education program was applied to change students' perception on food waste in the dormitory cafeteria of T campus G university that is located in Tongyeong, in which 408 students joined the program. From survey and food waste monitoring, it was found that clean plate education program was effective to change students' perception as well as action. Half students (50.5%) answered that their eating habit changed, and among them 30.1 % students left a little food on the plate and 13.1% students left no food behind. Many students become aware of the seriousness of food waste issue (84.5%), and 44.2% students were trying to reduce leftover. Food waste generation in cafeteria was 341.9, 576.1, 344.3g/capita/day in 2005, 2007 and 2008, respectively. And this shows that food waste generations were much less than national average data except 2007. Therefore we could conclude that clean plate education program was satisfactory to change students' perception on food and to change their action, and it could be an excellent new approach to resolve a social issue caused by food waste. In order to reduce food waste generation at dormitory cafeteria, food taste and diet should be improved and students' eating habits also should be changed. For this, a practical program like clean plate education should be organized.

간호사의 의료폐기물에 대한 지식, 태도 및 실천에 관한 연구(부산, 경남지역 대학병원을 중심으로) (A Study of Nurses' Knowledge, Attitude and Practice Regarding Medical Waste (Busan and Kyongnam Province University Hospitals))

  • 유수정;하원춘;박영미;하윤옥;배경희
    • 보건의료산업학회지
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    • 제11권1호
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    • pp.79-89
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    • 2017
  • Objectives : As a descriptive study, the present research investigated the knowledge, attitude, and practice regarding medical waste and factors influencing these variables, based on nurses working at university hospitals in Busan and Gyoengnam provinces. Methods : The 508 participants were selected from five university hospitals in Busan and Kyongnam provinces and consented to participate in the study between June 1 and July 15, 2016. The collected data were analyzed by using SPSS 23.0 based on descriptive statistics, t-test, ANOVA, Scheffe's test, Person correlation coefficients, and hierarchical analysis. Results : The average scores for knowledge, attitude, and practice regarding medical waste among the participants were 15.88 (1.71), 4.38 (0.45), and 4.24 (0.40) respectively. When the scores for the knowledge and attitude related to medical waste were higher, the score for practice (r=.500, p<.001) increased, and the most influential factor on practice regarding medical waste was attitude toward medical waste (${\beta}=.45$, p<.001). Conclusions : Thus, to reinforce a positive attitude toward medical waste management, continuous education and a systematic approach to minimize health and environmental hazards are needed.

경기도 B 지역 학교폐기물의 성상 및 물리∙화학적 특성 (The Composition and Physico-chemcal Characteristics of school waste in B area, Kyunggi-do)

  • 이건주
    • 유기물자원화
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    • 제16권1호
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    • pp.70-78
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    • 2008
  • 본 연구에서는 경기도 B지역 학교 폐기물의 성상 및 물리 화학적 특성을 조사하였다. 이것은 폐기물 재활용 및 자원화시설 설계를 위한 기초자료로 활용할 수 있게 하고자 한다. 학교폐기물의 물리적 조성의 실험결과 음식 쓰레기 12.25%, 종이류 56.26%, 플라스틱과 비닐류 9.26%, 섬유 1.52%, 나무 3.70%, 고무 및 피혁류와 기타는 0.11%이다. 학교폐기물의 대부분은 종이류와 플라스틱류이고, 약 90%가 가연성분인 것으로 나타났다. 삼성분 분석 결과 수분 5.72%, 가연분 88.29%, 그리고 회분 5.98%로 나타났으며, 농촌지역 학교 폐기물 성분중 수분이 도시지역 학교보다 높게 나왔다. 건조된 폐기물의 원소 분석 결과 탄소, 산소, 수소가 높게 나왔으며 학교폐기물의 저위발열량은 3051.44kcal/kg로 조사되어졌다.

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Optimizing Urban Construction and Demolition Waste Management System Based on 4D-GIS and Internet Plus

  • Wang, Huiyue;Zhang, Tingning;Duan, Huabo;Zheng, Lina;Wang, Xiaohua;Wang, Jiayuan
    • 국제학술발표논문집
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    • The 7th International Conference on Construction Engineering and Project Management Summit Forum on Sustainable Construction and Management
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    • pp.321-327
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    • 2017
  • China is experiencing the urbanization at an unprecedented speed and scale in human history. The continuing growth of China's big cities, both in city land and population, has already led to great challenges in China's urban planning and construction activities, such as the continuous increase of construction and demolition (C&D) waste. Therefore, how to characterize cities' construction activities, particularly dynamically quantify the flows of building materials and construction debris, has become a pressing problem to alleviate the current shortage of resources and realize urban sustainable development. Accordingly, this study is designed to employ 4D-GIS (four dimensions-Geographic Information System) and Internet Plus to offer new approach for accurate but dynamic C&D waste management. The present study established a spatio-temporal pattern and material metabolism evolution model to characterize the geo-distribution of C&D waste by combing material flow analysis (MFA) and 4D-GIS. In addition, this study developed a mobile application (APP) for C&D waste trading and information management, which could be more effective for stakeholders to obtain useful information. Moreover, a cloud database was built in the APP to disclose the flows of C&D waste by the monitoring information from vehicles at regional level. To summarize, these findings could provide basic data and management methods for the supply and reverse supply of building materials. Meanwhile, the methodologies are practical to C&D waste management and beyond.

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Effects of Food Waste Mixed Organic Fertilizer Treatment on Growth and Yield of Capsicum annuum

  • Ho-Jun Gam;Yosep Kang;Eun-Jung Park;Seong-Heon Kim;Sang-Mo Kang;In-Jung Lee
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2022년도 추계학술대회
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    • pp.109-109
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    • 2022
  • The global population is increasing every year, and the amount of food waste is also increasing. Direct landfilling of food waste has been prohibited since 2005, and in accordance with the London Convention in 2013, the discharge of livestock manure, sewage sludge, and food waste into the sea is prohibited. In the case of incineration to treat the discharged food waste, the heat point is lowered due to the moisture in the food waste itself, so fuel must be added. Therefore, this study was conducted to get basic data for setting the limit of application by investigating the growth and yield of crops after treating food waste dry powder mixed fertilizer (MF) on red pepper. In the experiment, continuous cultivation was carried out for two years in 2021 (1st year) and 2022 (2nd year). The treatment groups were set as Not Treatment (NT), Chemical Fertilizer (CF), Mixed Fertilizer (MF), Mixed Fertilizer×2 (MF×2). After harvest, crop growth and yield were investigated. As a result of the 1st years of growth survey, CF, MF, MF×2 show significant difference in shoot length compared to NT. About fresh weight and dry weight, CF show significant difference compared to NT. The 2nd years of growth survey, the shoot and root length, fresh weight did not show significant difference with NT. In case of dry weight, MF is significant increased compared to NT. As a result of the yield survey of the 1st year, all treatment groups did not show a significance in yield compared to the NT. In case of 2nd year, all treatment groups show significantly increased value compared to NT. The yield of MF was highest among the treatment groups. In the future, it is thought that it is necessary to quantitatively evaluate the effect of food waste dry powder mixed fertilizer through additional experiments and continuous cultivation, and to establish an appropriate amount of use and establishment of a manual based on this.

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Assessing Neurobehavioral Alterations Among E-waste Recycling Workers in Hong Kong

  • Gengze Liao;Feng Wang;Shaoyou Lu;Yanny Hoi Kuen Yu;Victoria H. Arrandale;Alan Hoi-shou Chan;Lap Ah Tse
    • Safety and Health at Work
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    • 제15권1호
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    • pp.9-16
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    • 2024
  • Background: E-waste workers in Hong Kong are handling an unprecedented amount of e-waste, which contains various neurotoxic chemicals. However, no study has been conducted to evaluate the neurological health status of e-waste workers in Hong Kong. This study aimed to evaluate the prevalence of neurobehavioral alterations and to identify the vulnerable groups among Hong Kong e-waste workers. Methods: We recruited 109 Hong Kong e-waste workers from June 2021 to September 2022. Participants completed standard questionnaires and wore a GENEActiv accelerometer for seven days. Pittsburgh Sleep Quality Index and Questionnaire 16/18 (Q16/18) were used to assess subjective neurobehavioral alterations. The GENEActiv data generated objective sleep and circadian rhythm variables. Workers were grouped based on job designation and entity type according to the presumed hazardous level. Unconditional logistic regression models measured the associations of occupational characteristics with neurobehavioral alterations after adjusting for confounders. Results: While dismantlers/repairers and the workers in entities not funded by the government were more likely to suffer from neurotoxic symptoms in Q18 (adjusted odds ratio: 3.18 [1.18-9.39] and 2.77 [1.10-7.46], respectively), the workers from self-sustained recycling facilities also have poor performances in circadian rhythm. Results also showed that the dismantlers/repairers working in entities not funded by the government had the highest risk of neurotoxic symptoms compared to the lowest-risk group (i.e., workers in government-funded companies with other job designations). Conclusion: This timely and valuable study emphasizes the importance of improving the working conditions for high-risk e-waste workers, especially the dismantlers or repairers working in facilities not funded by the government.