• Title/Summary/Keyword: risk analysis and evaluation

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The Application of Fuzzy Logic to Assess the Performance of Participants and Components of Building Information Modeling

  • Wang, Bohan;Yang, Jin;Tan, Adrian;Tan, Fabian Hadipriono;Parke, Michael
    • Journal of Construction Engineering and Project Management
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    • v.8 no.4
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    • pp.1-24
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    • 2018
  • In the last decade, the use of Building Information Modeling (BIM) as a new technology has been applied with traditional Computer-aided design implementations in an increasing number of architecture, engineering, and construction projects and applications. Its employment alongside construction management, can be a valuable tool in helping move these activities and projects forward in a more efficient and time-effective manner. The traditional stakeholders, i.e., Owner, A/E and the Contractor are involved in this BIM system that is used in almost every activity of construction projects, such as design, cost estimate and scheduling. This article extracts major features of the application of BIM from perspective of participating BIM components, along with the different phrases, and applies to them a logistic analysis using a fuzzy performance tree, quantifying these phrases to judge the effectiveness of the BIM techniques employed. That is to say, these fuzzy performance trees with fuzzy logic concepts can properly translate the linguistic rating into numeric expressions, and are thus employed in evaluating the influence of BIM applications as a mathematical process. The rotational fuzzy models are used to represent the membership functions of the performance values and their corresponding weights. Illustrations of the use of this fuzzy BIM performance tree are presented in the study for the uninitiated users. The results of these processes are an evaluation of BIM project performance as highly positive. The quantification of the performance ratings for the individual factors is a significant contributor to this assessment, capable of parsing vernacular language into numerical data for a more accurate and precise use in performance analysis. It is hoped that fuzzy performance trees and fuzzy set analysis can be used as a tool for the quality and risk analysis for other construction techniques in the future. Baldwin's rotational models are used to represent the membership functions of the fuzzy sets. Three scenarios are presented using fuzzy MEAN, AND and OR gates from the lowest to intermediate levels of the tree, and fuzzy SUM gate to relate the intermediate level to the top component of the tree, i.e., BIM application final performance. The use of fuzzy MEAN for lower levels and fuzzy SUM gates to reach the top level suggests the most realistic and accurate results. The methodology (fuzzy performance tree) described in this paper is appropriate to implement in today's construction industry when limited objective data is presented and it is heavily relied on experts' subjective judgment.

Safety Evaluation of Hazardous Metals Migrated in Tumbler Samples (유통 텀블러 제품에서 용출되는 유해금속 안전성평가)

  • Jang, Mi-Kyung;Son, Mi-Hui;Park, Sung-Hee;Cho, Yun-Sik;Ku, Eun-Jung;Chae, Sun-Young;Jeon, Jong-Sup;Lee, Myung-Jin
    • Journal of Food Hygiene and Safety
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    • v.37 no.3
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    • pp.166-172
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    • 2022
  • This study evaluated the migrant and residue tests of lead (Pb), cadmium (Cd), nickel (Ni), arsenic (As), and antimony (Sb) in 70 tumbler samples. The migration levels of hazardous metals in all the samples were within the migration limits outlined in the Korean standards and specifications for utensils, containers, and packages. Moreover, in all the tumbler samples, only Ni was detected in 0.5% citric acid solution of a food stimulant. The maximum level of Ni 0.0144 mg/L was 14.4% of the migrant specification (not more than 0.1 mg/L), which was relatively safe. The 0.5% citric acid solution was eluted at 4℃, 70℃, and 100℃ for 30 min, and only Ni was detected while testing for migration levels according to the temperature variations; all temperature conditions conformed to the standards. The level of Ni migration increased significantly with increasing migration temperature. Regarding the residue level outside the paint-coated tumbler samples, the Pb level was found to range from N.D. to 20638.1323 mg/kg. The risk of Ni was further estimated to be at a safe level of 0.00 to 0.01% compared to the %TDI as a result.

A Microbiological Analysis and Hazard Factor Evaluation of Food Utensils and Fixtures of Food Service Operations in Schools (학교 집단급식소 내 식기류 및 집기류의 미생물학적 분석 및 위해요인 평가)

  • Park, Sung-Jun;Hong, Sung-Ho;Lee, Anne Ha-Young;Kim, Cheol-Ju;Kim, Su-Jin;Kim, Sung-Kyoon;Ko, Gwang-Pyo
    • Journal of Environmental Health Sciences
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    • v.37 no.5
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    • pp.376-386
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    • 2011
  • Objectives: The aim of this study was to evaluate the microbial hazards posed by food utensils and fixtures in food service operations at selected middle and high schools located in Seoul, Korea. Methods: We collected 200 samples of utensils and fixtures including cups, spoons/chopsticks, food trays and tables from five different schools in Seoul. Target microorganisms of this study were divided into two groups: total bacterial count and total coliform as indicators of microbial contamination and Bacillus cereus and Staphylococcus aureus as pathogens of food poisoning. We used selective media to quantify microbial concentration and 16S rRNA PCR assay for qualitative analysis. In addition, intensive interviews with nutritionists were conducted and observations were made to identify factors that may affect microbial contamination. Logistic regression analysis was employed to examine the relationship between the microbial concentration and operation characteristics of each operation. Results: The level of microbial concentration in school B and C were significantly lower than in school A, D and E (p<0.05). Some samples from school A, D and E showed over 3.4 log CFU/100 $cm^2$ (total bacterial count) and 1.0 log CFU/100 $cm^2$ (total coliform), which requires immediate hygienic action. The number of customers per staff member, periodicity of hygiene education for staff and daily operation time of sterilizers were also found to be important factors related with the microbial contamination of food service operations. Conclusions: These results suggested that not only a HACCP (Hazard Analysis and Critical Control Point) approach, but also efforts to assess internal risk factors within operations be needed to reduce the microbial contamination of food utensils and fixtures. This study is expected to provide preliminary data for assessing microbial hazards in food service operations.

Development of a Human Error Hazard Identification Method for Introducing Smart Mobiles to Nuclear Power Plants

  • Lee, Yong-Hee;Yun, Jong-Hun;Lee, Yong-Hee
    • Journal of the Ergonomics Society of Korea
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    • v.31 no.1
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    • pp.261-269
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    • 2012
  • Objective: The aim of this study is to develop an analysis method to extract plausible types of errors when using a smart mobile in nuclear power plants. Background: Smart mobiles such as a smart-phone and a tablet computer(smart-pad) are to be introduced to the various industries. Nuclear power plant like APR1400 already adopted many up-to-date digital devices within its main control room. With this trend, various types of smart mobiles will be inevitably introduced to the nuclear field in the near future. However nuclear power plants(NPPs) should be managed considering a big risk as a result of the trend not only economically but also socially compared to the other industrial systems. It is formally required to make sure to reasonably prevent the all hazards due to the introduction of new technologies and devices before the application to the specific tasks in nuclear power plants. Method: We define interaction segments(IS) as a main architect of interaction description, and enumerate all plausible error segments(ES) for a part of design evaluation of digital devices. Results: We identify various types of interaction errors which are coped with reasonably by interaction design using smart mobiles. Conclusion: According to the application result of the proposed method, we conclude that the proposed method can be utilized to specify the requirements to the human error hazards in digital devices, and to conduct a human factors review during the design of digital devices. Application: The proposed method can be applied to predict the human errors of the tasks related to the digital devices; therefore we can ensure the safety to apply the digital devices to be introduced to NPPs.

Seismic Retrofit of School Facilities Using Rapping and Attaching Composite Material (부착 및 래핑형 복합소재를 이용한 학교시설의 내진보강)

  • Park, Choon-Wook;Kim, Dong-Hwi;Kwon, Min-Ho;Choi, Yeol
    • Journal of the Korea Concrete Institute
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    • v.26 no.2
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    • pp.135-142
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    • 2014
  • In paper after the strong earthquake of recently the Korea neighborhood, the Korean government survey show that the 86% of school buildings in Korea are in potential damage risk and only 14% of them are designed as earthquake-resistance buildings. Earthquake Reinforcing projects of school have been a leading by the ministry of education, however their reinforcing methods done by not proved a engineering by experiment which results in uneconomical and uneffective rehabilitation for the future earthquake. An experimental and analytical study have been conducted for the shear reinforcing method of RC beam by axis and horizontal axis load using attaching composite beam. Based on the previous research, in this study, design examples are given to show the performance evaluation for the column reinforcing of old school buildings using nonlinear analysis is going to be conducted and strengthening method is going to be on the market after their performance is proved by the test.

Evaluation of Enterotoxigenic Bacteroides fragilis from Colonic Washings from Patients Undergoing Colonoscopy

  • Van, Ni;Ahlberg, Ned;Jung, Byung Chul;Lee, Min Ho;Ahn, Seung Ju;Lee, In-Soo;Kim, Yoon Suk;Rhee, Ki-Jong
    • Biomedical Science Letters
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    • v.18 no.4
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    • pp.362-368
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    • 2012
  • Enterotoxigenic Bacteroides fragilis (ETBF) is an intestinal commensal bacterium implicated as a risk factor for colon cancer. The key virulence factor is a secreted toxin called B. fragilis toxin (BFT). In this study we used an in vitro bioassay to examine the prevalence of ETBF in colonic washings from patients with colorectal polyps and normal control patients. We found that 9.3% of polyp patients and 10.9% of non-polyp patients harbored ETBF, respectively. A total of nine ETBF clinical isolates were isolated and confirmed to be positive for the BFT gene by PCR analysis and the ability to induce IL-8 secretion in the colonic epithelial cell line HT29/c1. Two of the ETBF clinical strains were characterized further in vitro and in vivo. We found that the two ETBF clinical isolates induced E-cadherin cleavage in HT29/c1 cells and promoted colonic inflammation in C57BL/6 mice. Our results indicate that the prevalence of ETBF in polyp patients were similar in non-polyp patients suggesting that ETBF carriage does not positively correlate to polyp incidence.

Measurement and Evaluation of Flash Point for the DMF Contained Organic Solvent Mixtures (DMF함유 혼합 유기용제에 대한 인화점의 측정과 평가)

  • Lee, Jung-Suk;Han, Ou-Sup;Lee, Keun-Won
    • Fire Science and Engineering
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    • v.33 no.4
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    • pp.9-15
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    • 2019
  • The flash points of DMF based organic solvent mixtures used in the synthetic leather manufacturing process were measured. The test group was composed of seven types of solvent mixtures, which included DMF, toluene, and MEK. Each flash point was tested according to the international standard test methods of KS M 2010. The flash points were then predicted using some prediction models and compared with the measured data. From the analysis results, the binary mixtures with a mole ratio of less than approximately 0.7 showed that the measured values were under 25 ℃. This showed that the expectation for the flammable risk lowering effects due to the mixing of high flash point materials was reduced. In addition, the predicted values were evaluated using the average absolute deviation (A.A.D). The results showed that the Le Chatelier's models had an "A.A.D" of 1.95 ℃ and were the closest to the measured values.

Development and Effects of the Project-Based Learning Instruction Module Using ICT in Elementary School Science Classroom (초등 과학과 ICT 활용 프로젝트 기반 학습 수업 모듈 개발 및 적용)

  • Lee, Sang-Gyun;Lee, Yong-Seob;Kim, Sang-Dal;Choi, Sung-Bong;Kim, Sun-Sik
    • Journal of Korean Elementary Science Education
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    • v.27 no.2
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    • pp.189-200
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    • 2008
  • The purpose of this study is to find out the effects of learning that has applied instruction module utilizing ICT in project-based learning in elementary science classroom on improvement of the self-directed learning skills and the problem-solving skills. For this purpose, the project based learning instruction module utilizing ICT based was developed and conducted to 2 class consisting of 66 elementary students in the 6th grade to clarify the effects. As a result of the study, first, the instruction module utilizing ICT in project-based learning was effective in improving self-directed learning skills of students. As the subordinate effects of self-directed learning skills it showed improved effects in diagnosing desire to learn, setting goals, basic self-managing ability, selecting learning strategy, durability of practicing learning, making effort for result, and self-examination but it did not show improved effects in figuring out recognition of resources for Learning. Second, it was effective in improving the problem-solving skills of students. As the subordinate effects of problem-solving skills it showed improved effects in problem recognition, information gathering, analysis, thinking prior to dissemination, planning skill, and evaluation but it did not show effect on decision making, implementation & risk-taking and feedback.

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Analysis of Apartment Design Elements for Applying the Health Care Service System according to the Degree of Independence of Elderly People (고령자 자립정도에 따른 헬스케어서비스 제공을 위한 공동주택 계획요소 분석연구)

  • Lee, Ji-Eun;Yoon, Young-Ho;Park, Jung-Ah;Kwon, Yoon-Ji
    • Land and Housing Review
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    • v.3 no.2
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    • pp.147-157
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    • 2012
  • The Korean government required the mandatory ratio of public housing including the housing unit for elderly in February 2012 and the number of them is expected to increase accordingly. To prepare for an aged society, these enabling ubiquitous technology will be able to support efficient health care services, which was mentioned in various studies. Therefore, the aim of this study is to draw the design elements for an apartment for providing health care services according to the degree of independence of elderly people and to grasp the current situation and work out tactics by the evaluation of four actual cases. In housing unit in the elderly housing project, design elements supporting amenity improvement was rated to the highest importance, however, in reality, was reflected at lower rate while the risk management plan for public space was applied at the highest rate. Design elements required by new technology such as health monitoring and community management with outside world are still not reflected, however, in order to realize the concept of 'aging in place', health care services in various aspects should be considered in housing planning.

Evaluation of the blast-restriction zone to secure tunnel lining safety (터널라이닝 안전관리를 위한 발파제한영역 평가)

  • Shin, Jong-Ho;Moon, Hoon-Ki;Choi, Kyu-Cheol;Kim, Tae-Kyun
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.11 no.1
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    • pp.85-95
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    • 2009
  • In urban areas, blast excavation adjacent to tunnels is carried out frequently. It is generally required to secure static and dynamic stability of nearby tunnel structures for any such activities. Although there is some national guidelines for static safety, there is little guides to risk zoning controling the dynamic behavior of the underground structures. In this study, impacts on the blast-induced vibration are investigated using numerical study. An attempt to define the restricted area of blast adjacent to subway tunnels was also made. Particular concerns were given to tunnel depth and ground types. By carrying out the parametric study on depth and ground patterns, the envelope of blast distance of which dynamic response on the lining is controlled under 1 cm/sec, is established. It is shown that the increase in depth has increased the required safety distance slightly until the distance of 3.5 times of the tunnel diameter. Despite small changes in safety distance, it can be generally said that the effects of depth and stiffness of the ground is not significant in controlling the particle velocity of the tunnel linings.