• 제목/요약/키워드: Identify cause of odor

검색결과 6건 처리시간 0.018초

Development of CNN-Transformer Hybrid Model for Odor Analysis

  • Kyu-Ha Kim;Sang-Hyun Lee
    • International Journal of Advanced Culture Technology
    • /
    • 제11권3호
    • /
    • pp.297-301
    • /
    • 2023
  • The study identified the various causes of odor problems, the discomfort they cause, and the importance of the public health and environmental issues associated with them. To solve the odor problem, you must identify the cause and perform an accurate analysis. Therefore, we proposed a CNN-Transformer hybrid model (CTHM) that combines CNN and Transformer and evaluated its performance. It was evaluated using a dataset consisting of 120,000 odor samples, and experimental results showed that CTHM achieved an accuracy of 93.000%, a precision of 92.553%, a recall of 94.167%, an F1 score of 92.880%, and an RMSE of 0.276. Our results showed that CTHM was suitable for odor analysis and had excellent prediction performance. Utilization of this model is expected to help address odor problems and alleviate public health and environmental concerns.

창원공단 주요 악취 민원 발생지역 주변 악취발생 현황조사 및 저감방안에 관한 연구 (Measurement of Complex Odor from Industries and Regulated Odorous Substance in Public Complaint Areas of Changwon Industrial Complex, and Its Reduction Countermeasure)

  • 오일환;서정윤;김태형
    • 한국환경과학회지
    • /
    • 제17권5호
    • /
    • pp.525-535
    • /
    • 2008
  • 5 public complaint areas against odor in Changwon Industrial Complex were selected and investigated to clear up the cause of the complaint. 16 companies operated in public complaint areas were visited and had a grip of their situation about odor generation and treatment. Two samples at it's site boundary of each company were taken to measure complex odor unit. Complex odor unit at the site boundary of investigated companies in the public complaint areas, for the most part, exceeded standard(odor unit 20) in industrial area. It was due to that this area was not designated as odor control region and that there are also many problems in current laws of Odor Protection Act, Air Quality Act and regional legislation. Accordingly, It will be necessary to revise the related legislation, to organize governance, to financially support the improvement of environmental facilities and to enforce guidance and the regulation rigidly for the odor emission reduction in Changwon Industrial Complex.

부산시 남부하수처리시설과 인근 하천에서 발생하는 악취물질 확산 특성 (Dispersion Characteristics of Odorous Elements from Nambu Wastewater Treatment Plant and a Nearby Streams in Busan)

  • 문성만;이형돈;조상원;강동효;박해식;오광중
    • 한국환경과학회지
    • /
    • 제20권8호
    • /
    • pp.953-962
    • /
    • 2011
  • The covered stream of cities are considered an odor source. Also, the public do not want a wastewater treatment plant(WWTP) near their properties due to the emission of odor emanating from such sources, although they play an important role in urban development. The purpose of this study is to analyze the pattern distribution of the odorous compounds from the Nambu WWTP and Youngho stream in Busan. odor sampled four times were analyzed by instrumental analysis method and indirect olfactory method. The kinds of offensive odorous compounds examined are acetaldehyde, propion aldehyde, hydrogen sulfide, methyl mercaptan, dimethyl sulfide and ammonia. Also, Concentration of air pollutants has been calculated by ISCST3 models. At the result of this study, The Nambu WWTP releases sulfur compounds. And the major odorous were hydrogen sulfide (1,475 ppb) and acetaldehyde (95 ppb) at Youngho stream. The stink which residents feel will point out the Nambu WWTP mainly if the odor is removed with the improvement of a Youngho stream. Accordingly, we should pay more attention to appropriate components to processes in odor reducing plan at Nambu WWTP.

양자전이 비행시간 질량분석기를 이용한 화학사고 원인물질 분석 (Analysis of Chemical Accident-Causing Substances Using a Proton Transfer Reaction-Time of Flight Mass Spectrometer)

  • 김소영
    • 한국화재소방학회논문지
    • /
    • 제33권6호
    • /
    • pp.80-86
    • /
    • 2019
  • 국내에서는 2012년부터 2018년 까지 총 556건의 화학사고가 발생하였다. 화학사고 중 두 가지 이상의 화학물질 이상반응에 의해 발생하는 사고는 그 원인물질을 파악하는데 많은 시간이 필요하여 효과적인 사고대응과 수습을 위해서 신속한 분석이 필요하다. 본 논문은 이상반응에 의해 발생한 화학사고의 원인물질 파악을 위해 양자전이 비행시간 질량분석기를 사용하였다. 이 분석기는 시료채취와 전처리 없이 빠른 응답시간을 가져 실시간 분석이 가능하며 또한 수소친화도가 높은 대부분의 휘발성유기화합물질의 정량·정성 분석이 가능하여 이상반응에 의해 발생되는 화학사고의 원인 물질을 조사하는데 적합하다. 실제로 201◯년 ◯월에 ◯◯ 지역 화학사고 발생 시 양자전이 비행시간 질량분석기를 이용하여 측정한 결과 메탄올과 톨루엔 등이 검출되는 것을 알았으며 이상반응에 의해 발생된 황 계열 화합물이 사고 주변의 강한 악취의 원인임을 알 수 있었다.

수산부산물의 발생·처리 실태 및 산업화 방향 (Directions for Eco-friendly Utilization and Industrialization of Fishery By-products)

  • 김대영;이정삼
    • 수산해양교육연구
    • /
    • 제27권2호
    • /
    • pp.566-575
    • /
    • 2015
  • The study aims to identify the generation and treatment of fishery by-products in Korea and suggests future directions and strategies for their eco-friendly utilization and industrialization. First, the study focuses on the identification of the generation and their treatment in Korea since merely few study were conducted and they did not provide enough information regarding the overall generation and treatment at the national level. According to the estimation, Korea generates 800 thousand to 1,200 thousand tones of fishery by-product every year. The fishery by-products generated at large seafood markets and processing facilities are used or processed as fish meal and feed, but those generated from households and small seafood restaurants are currently treated as food waste. In addition, inadequately treated fishery by-products cause various problems such as spoiling urban landscape, creating odor and incubating pest. After identifying the generation and treatment of fishery by-products, the study suggests directions for the formulation of infrastructure for transition into resource circulation society, minimization of dumped waste and their eco-friendly recycling as resources, diversification of recycled goods and development into a high-value added industry. Finally, the study suggests detailed strategies for the directions such as establishment of legal and institutional foundation, separation of fishery by-products from wastes, development of technology tailored for commercialization, introduction of pilot projects for industrialization and cultivation of social enterprises.

화학요법을 받는 부인암환자의 구강불편감에 관한 연구 (A study on oral discomfort in gynecological cancer patients undergoing chemotherapy)

  • 정재원
    • 대한간호학회지
    • /
    • 제25권2호
    • /
    • pp.372-389
    • /
    • 1995
  • The frequency with which administration of chemotherapy for gynecological cancer treatment is used has increased along with the use of surgery and radiotherapy Among the various side effects of chemotherapy, stomatitis causes a problem of function and sensation in the oral cavity. This oral discomfort can be categorized into two components ; perceived oral symptoms and observed oral symptoms. If the oral problem continues, it may cause infection, bleeding and nutritional deficiencies. As a result of this condition, compliance with the treatment process can be affected as well as the prognosis for the cancer patients. But as the oral discorrfort usually appears after chemotherapy, it is often not reported to the health care personnel as a patient problem. Without problem identification of the oral discomfort and ability to assess the problem, effective intervention cannot be planned. Therefore, this study was conducted to identify the pattern and the degree of oral discomfort due to cancer chemotherapy and thus to provide data for identification of the patient problem and for nursing assessment. The design of this study was a longitudinal de-scriptive study The subjects were in - patients who received chemotherapy under the diagnosis of gynecological cancer between Mar. 15, 1994 and May 15, 1994 at a general hospital in Seoul, Korea. The number of subjects was 64 and they were divided into two groups, one of 41 (A : 5FU & Neoplatin), the other of 23(B : Neoplatin, Cytoxan, Adriamycin), according to the treatment regimen. The data were collected for 24 days using self-re-port instruments. The instruments were the 「Perceived Oral Symptom Assessment Tool」 and 「Observed Oral Symptom Assessment Tool」 developed by this researcher. Data were analyzed using the SPSS-PC program, ANOVA, t-test, paired t-test and the Pearson Correlation Coefficient were applied. The results of this study are as follows : 1. In A regimen the peak time for perceived oral symptom scores was the fifth day after chemotherapy, and the tenth day for observed oral symptom scores. Both of the problems started on first day of chemotherapy and were not resolved completely until the 24th day after treatment. 2. In B regimen, the peak time for perceived oral symptom scores was on the seventh day after chemotherapy, and the eighth day for observed oral symptom scores. It was noted that perceived oral symptom scores were higher than observed oral symptom scores consistently for 24 days. Both also started on first day of chemotherapy, and were not resolved completely until the 24th day after chemotherapy. 3. There were no differences statistically in perceived oral symptom scores between A and B regimen. The loss of appetite and xerostomia caused the most severe discomfort in both of these two groups. 4. The were no differences statistically in observed oral symptom scores between the A and B regi moil. In the A regimen, the highest observed symptom scores were the lips, gingiva, tongue and buccal membrane in that order. But in the B regimen, the highest observed symptom scores were tongue, lips, buccal membrane and gingiva in that order. 5. In A regimen, the patients who had gingival edema and dentures had significantly higher perceived oral symptom scores. And those who had gingival edema and bleeding, foul odor and aphthous stomatitis had significantly higher observed oral symptom scores. 6. In B regimen, the patients who had the experience of stomatitis in the last course of chemotherapy had significantly higher perceived oral symptom scores. Those who had gingival edema had significantly higher observed oral symptom scores. 7. In the A regimen there was no correlation between lab values for lymphocytes and albumin with perceived oral symptom scores and observed oral symptom scores. In the B regimen, there was a significant negative correlation between lymphocytes and albumin with the observed oral symptom scores, but not between perceived oral symptom scores and lymphocytes and albumin values. In conclusion, the nurse should expect that the patient undergoing chemotherapy will complain severely about subjective discomfort and before objective physical change is observed. Also the patients who have chronic oral problems such as dentures, gingival edema and bleeding, foul odor, aphthous stomatitis will complain of severe oral discomfort due to chemotherapy.

  • PDF