• 제목/요약/키워드: severity estimation

검색결과 148건 처리시간 0.021초

무인교통단속장비 설치 판단 기준 및 설치대수 산정 연구 (Study on Estimation of Unmanned Enforcement Equipment Installation Criteria and Proper Installation Number)

  • 소형준;김용만;김남선;황재성;이철기
    • 한국ITS학회 논문지
    • /
    • 제19권6호
    • /
    • pp.49-60
    • /
    • 2020
  • 교통사고 예방을 위해 설치되는 무인교통단속장비의 운영대수는 매년 경찰청과 지방자치단체의 지속적인 설치로 해마다 증가하고 있다. 하지만 공학적, 체계적인 분석결과가 아닌 민원 위주의 정성적인 판단을 기반으로 설치하고 있어 정량적인 설치기준이 필요한 실정이다. 따라서 본 논문에서는 도로 유형별 사고 심각도를 고려한 설치 판단기준을 제시하고 필요 설치대수를 산출하여 향후 추가 설치대수를 도출하는 것을 목표로 하였다. 사고건수와 KSI를 활용하여 교통사고 심각도를 나타낼 수 있는 ARI 지표를 개발하였으며, 일원배치 분산분석과 군집분석을 통해 도로유형을 4가지 유형으로 분류하고, 도로 유형별 사고 잦은 곳의 사고정보를 분석하여 교통사고 심각도가 높은 군집의 ARI를 도출하였다. 도로 유형별 단속장비의 설치 판단을 위한 ARI 값을 제시하였고, 사고 잦은 곳 중 교통단속장비가 기 설치된 구간을 제외하고 5,244대의 추가 설치가 필요한 것으로 분석되었다.

한방진단시스템 DSOM의 진단결과에 따른 월경통 환자의 허실(虛實) 진단에 대한 연구

  • 이인선;조혜숙;윤현민;정경근;김규곤;박지은;최선미
    • 대한약침학회지
    • /
    • 제10권1호통권22호
    • /
    • pp.137-155
    • /
    • 2007
  • Purpose : This study was undertaken to make a diagnosis weakness and firmness (虛實) of Dysmenorrhea patients by diagnosis questionnaires system(Diagnosis System of Oriental Medicine-DSOM) Methods : The subjects were 58 volunteers who was suffering for dysmenorrhea, employed using Measure of Menstrual Pain (MMP) questionnaire. The had agreed to take part in this experiment, with didn't take any anodyne drugs. The MMP score by using 7 questions and the Menstrual Symptom Severity List(MSSL-D) was measured before and after menstruation cycle. Results and Conclusions : The findings of this study were as follows; 1. We examined Pathogenic Factor's frequency of DSOM, Coldness(寒) was 45 persons 80.36%, Damp(濕) was 40 persons 71.43%, Heart(心) was 37 persons 66.07%, Heat syndrom(熱) was 9 persons 16.07%, insufficiency of Yang(陽虛) was 6 persons 10.71%. 2. We divided Dysmenorrhea patients into two groups(weakness and firmness) by Results of DSOM, Firmness was 25 Persons 43.1%, Weakness was 23 persons 39.7%, Unknown was 10 persons 17.2%. 3. In estimation based on Measure of Menstrual Pain (MMP) questionnaire Severe menstrual pain is weakness, Mild menstrual pain is Firmness. 4. In estimation of coldness and heat syndrom, Coldness was 40 persons 69.0%, Heat syndrom, was 2 persons 3.5%, Possess both coldness and heat syndrom was 9 persons 15.5%.

농업가뭄인자 미계측 지역의 농업가뭄 추정을 위한 기상학적 가뭄지수의 활용성 평가 (Availability Assessment of Meteorological Drought Index for Agricultural Drought Estimation in Ungauged Area of Agricultural Drought Parameter)

  • 박민우;김선주;권형중;김필식;강승묵;이재혁
    • 한국농공학회논문집
    • /
    • 제59권5호
    • /
    • pp.127-136
    • /
    • 2017
  • The object of this study was to assess availability of meteorological drought index for agricultural dorught estimation in ungauged area of agricultural drought parameters which are reservoir water level and soil moisture. The IADI (Integrated Agricultural Drought Index) and the SPI (Standard Precipitation Index), which are the criteria for determining agricultural drought and meteorological drought, were calculated and compared. For this purpose, the droughts that occurred in the Baeksan reservoir in Gimje and the Edong reservoir in Suwon were evaluated by using the IADI and SPI drought indecies. In addition, we compared and analyzed the depth of drought based on the two drought indices. Evaluations derived form the IADI and SPI showed that the standard precipitation index tended to indicate the occurrence of drought earlier than the integrated agricultural drought index. However, the integrated agricultural drought index was better than the standard precipitation index at evaluating the severity of drought during the period of irrigation. The relationship between these two drought indices seems to be useful for decision making in the case of drought, and it is considered that more studies are needed to examine the applicability of these drought indexes.

회복기 재활환자의 재입원에 영향을 미치는 요인: 건강보험 청구자료를 이용하여 (Factors Influencing Readmission of Convalescent Rehabilitation Patients: Using Health Insurance Review and Assessment Service Claims Data)

  • 신요한;정형선
    • 보건행정학회지
    • /
    • 제31권4호
    • /
    • pp.451-461
    • /
    • 2021
  • Background: Readmissions related to lack of quality care harm both patients and health insurance finances. If the factors affecting readmission are identified, the readmission can be managed by controlling those factors. This paper aims to identify factors that affect readmissions of convalescent rehabilitation patients. Methods: Health Insurance Review and Assessment Service claims data were used to identify readmissions of convalescent patients who were admitted in hospitals and long-term care hospitals nationwide in 2018. Based on prior research, the socio-demographics, clinical, medical institution, and staffing levels characteristics were included in the research model as independent variables. Readmissions for convalescent rehabilitation treatment within 30 days after discharge were analyzed using logistic regression and generalization estimation equation. Results: The average readmission rate of the study subjects was 24.4%, and the risk of readmission decreases as age, length of stay, and the number of patients per physical therapist increase. In the patient group, the risk of readmission is lower in the spinal cord injury group and the musculoskeletal system group than in the brain injury group. The risk of readmission increases as the severity of patients and the number of patients per rehabilitation medicine specialist increases. Besides, the readmission risk is higher in men than women and long-term care hospitals than hospitals. Conclusion: "Reducing the readmission rate" is consistent with the ultimate goal of the convalescent rehabilitation system. Thus, it is necessary to prepare a mechanism for policy management of readmission.

Application of Big Data and Machine-learning (ML) Technology to Mitigate Contractor's Design Risks for Engineering, Procurement, and Construction (EPC) Projects

  • Choi, Seong-Jun;Choi, So-Won;Park, Min-Ji;Lee, Eul-Bum
    • 국제학술발표논문집
    • /
    • The 9th International Conference on Construction Engineering and Project Management
    • /
    • pp.823-830
    • /
    • 2022
  • The risk of project execution increases due to the enlargement and complexity of Engineering, Procurement, and Construction (EPC) plant projects. In the fourth industrial revolution era, there is an increasing need to utilize a large amount of data generated during project execution. The design is a key element for the success of the EPC plant project. Although the design cost is about 5% of the total EPC project cost, it is a critical process that affects the entire subsequent process, such as construction, installation, and operation & maintenance (O&M). This study aims to develop a system using machine-learning (ML) techniques to predict risks and support decision-making based on big data generated in an EPC project's design and construction stages. As a result, three main modules were developed: (M1) the design cost estimation module, (M2) the design error check module, and (M3) the change order forecasting module. M1 estimated design cost based on project data such as contract amount, construction period, total design cost, and man-hour (M/H). M2 and M3 are applications for predicting the severity of schedule delay and cost over-run due to design errors and change orders through unstructured text data extracted from engineering documents. A validation test was performed through a case study to verify the model applied to each module. It is expected to improve the risk response capability of EPC contractors in the design and construction stage through this study.

  • PDF

A Prototype of Distributed Simulation for Facility Restoration Operation Analysis through Incorporation of Immediate Damage Assessment

  • Hwang, Sungjoo;Choi, MinJi;Starbuck, Richmond;Lee, SangHyun;Park, Moonseo
    • 국제학술발표논문집
    • /
    • The 6th International Conference on Construction Engineering and Project Management
    • /
    • pp.339-343
    • /
    • 2015
  • To rapidly recover ceased functionality of a facility after a catastrophic seismic event, critical decisions on facility repair works are made within a limited period of time. However, prolonged damage assessment of facilities, due to massive damage in the surrounding region and the complicated damage judgment procedures, may impede restoration planning. To assist reliable structural damage estimation without a deep knowledge and rapid interactive analysis among facility damage and restoration operations during the approximate restoration project planning phase, we developed a prototype of distributed facility restoration simulations through the use of high-level architecture (HLA) (IEEE 1516). The simulation prototype, in which three different simulations (including a seismic data retrieval technique, a structural response simulator, and a restoration simulation module) interact with each other, enables immediate damage estimation by promptly detecting earthquake intensity and the restoration operation analysis according to estimated damage. By conducting case simulations and experiments, research outcomes provide key insights into post-disaster restoration planning, including the extent to which facility damage varies according to disaster severity, facility location, and structures. Additional insights arise regarding the extent to which different facility damage patterns impact a project's performance, especially when facility damage is hard to estimate by observation. In particular, an understanding of required type and amount of repair activities (e.g., demolition works, structural reinforcement, frame installation, or finishing works) is expected to support project managers in approximate work scheduling or resource procurement plans.

  • PDF

아동용 외상관련 증상 평가척도의 효용성 - 성폭력 피해 아동과 일반 아동의 비교 - (The Effectiveness of Traumatic Symptom Checklist for Children(TSCC) - Comparisons of Sexually Abused Children and Nonabused Normal Children -)

  • 손소영;김태경;신의진
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
    • /
    • 제18권1호
    • /
    • pp.49-57
    • /
    • 2007
  • Objectives : The research is designed in order to know how much Traumatic Symptom Checklist fur Children(TSCC) is effective in the case of child abuses, especially in the estimation of the psychopathology of child sexual abuse. Methods : A sample includes a group of thirty children of 4th, 5th and 6th grade whose sexual abuse have confirmed and also a group of thirty four normal kids who have no abuse. Along with TSCC, Children's Depression Inventory (CDI) and Revised Children's Manifest Anxiety Scale (RCMAS) were used to children and child behavior checklist (K-CBCL), sexual behaviors (CSBI), and Kiddie-Schedule for Affective Disorder and Schizophrenia-Present and Lifetime version (K-SADS-PL) record sheets were used to kids' parents. Results : In case of the sexual abuse group, the most meaningful difference from the analyzed result is shown at sexual concerns scale which is one of the clinical scale in TSCC (p<.01). Also, the sexual abuse group has the meaningful higher score than the general group's one in the stress scale after the other anxiety, depression, anger and dissociation (p<.01). Conclusion : The scale of TSCC has relatively shown the characteristic symptom and severity which were gained from the children who have experienced trauma, especially sexual abuse.

  • PDF

Underlay Cooperative Cognitive Networks with Imperfect Nakagami-m Fading Channel Information and Strict Transmit Power Constraint: Interference Statistics and Outage Probability Analysis

  • Ho-Van, Khuong;Sofotasios, Paschalis C.;Freear, Steven
    • Journal of Communications and Networks
    • /
    • 제16권1호
    • /
    • pp.10-17
    • /
    • 2014
  • This work investigates two important performance metrics of underlay cooperative cognitive radio (CR) networks: Interference cumulative distribution function of licensed users and outage probability of unlicensed users. These metrics are thoroughly analyzed in realistic operating conditions such as imperfect fading channel information and strict transmit power constraint, which satisfies interference power constraint and maximum transmit power constraint, over Nakagami-m fading channels. Novel closed-form expressions are derived and subsequently validated extensively through comparisons with respective results from computer simulations. The proposed expressions are rather long but straightforward to handle both analytically and numerically since they are expressed in terms of well known built-in functions. In addition, the offered results provide the following technical insights: i) Channel information imperfection degrades considerably the performance of both unlicensed network in terms of OP and licensed network in terms of interference levels; ii) underlay cooperative CR networks experience the outage saturation phenomenon; iii) the probability that the interference power constraint is satisfied is relatively low and depends significantly on the corresponding fading severity conditions as well as the channel estimation quality; iv) there exists a critical performance trade-off between unlicensed and licensed networks.

교통사고 등급별 사고비용 추정 (Estimation of Accident Costs for Each Accident Severity)

  • 이수범;심재익
    • 대한교통학회지
    • /
    • 제16권1호
    • /
    • pp.59-78
    • /
    • 1998
  • '90년대에 들어서면서 급속한 경제성장과 함께 자동차수가 급증하여 '97년에는 1.000만대를 돌파 하였다. 자동차수의 증가와 함께 교통사고도 나날이 늘어 '96년에는 사망자가 12,600여명에 이르렀다. 교 통사고는 막대한 인명피해와 함께 사회적으로 많은 비용을 소모한다. 교통사고로 인한 사회적 비용의 추정은 교통안전사업의 효과분석 및 기타 교통관련사업에서 꼭 필요한 자료이다. 이제까지 국내에서 수 행된 교통사고비용은 1년간의 전체 사고비용만을 추정하고 사고등급별 사고건당 사고비용은 도출하지 못하였다. 이에 본연구는 교통관련사업에서 꼭필요한 자료이다. 이제까지 국내에서 수행된 교통사고 비 용은 1년간의 전체 사고비용만을 추정하고 사고등급별 사고건당 사고비용은 도출하지 못하였다. 이에 본 연구는 교통관련사업에 필수적인 사고심각도에 따른 교통사고비용을 도출하려한다. 교통사고비용을 산출하는 대표적인 방법에는 총생산손실법과 개인선호성법이 있으나 본연구에서는 총생산손실법을 이용 하였다. 교통사고비용 항목은 사고로 인한 생산손실비용, 의료비용, 차량수리비용, 행정비용 및 PGS(Pain, Grief & Suffering) 비용으로 구분된다. 이중에서 PGS비용은 국내에서는 처음으로 고려된 항 목으로 교통사고 피해자 및 가족의 물질적·정신적 피해비용을 의미한다. 본연구에서는 각 항목의 비용 추계를 가능한 한 종합적이고 체계적이며 구체적으로 산출하였으며 그결과 사고등급별 건당 교통사고비 용을 도출하였다. PGS를 고려하지 않은 경우 사망사고 1건당 2억4천만원이고 중상사고 1건당 2천3백만 원 경상사고 1건당 7백 9십만원으로 추정되었다. 또한 사망자와 부상자 1인당 평균사고비용은 각각 2억 1천만원과 1천1백만원으로 나타났다.

  • PDF

저전압에서의 통전전류를 이용한 인체의 동저항 측정 및 예측 (Measurement and Estimation of Dynamic Resistance of the Human Body Using Body Current at Low-Voltage Levels)

  • 김두현;강동규;김상철
    • 한국안전학회지
    • /
    • 제16권1호
    • /
    • pp.37-42
    • /
    • 2001
  • The severity of electric shock is entirely dependent on body resistance. When the human body becomes a part of electric circuit, the body resistance is given as a function of shock scenario. Factors which consist of applied voltage, shock duration, body current path and contact area, etc.. The body resistance is defined as the voltage applied to subjects divided by the body current. To secure safety of the subjects, the experiment is conducted on 10 subjects, the body current is limited to 4mA. And only three factors under many shock scenario conditions are used to determine the body resistance. The three factors are the applied voltage, the current pathway and the contact area. The object of this work is to estimate the dynamic resistance of the human body as a function of applied voltage using the body current at low-voltage levels. The data of the body current at low-voltage levels are extrapolated to high-voltage levels using two analytic functions with specified constants calculated by numerical method. Also we can provide permissible body voltage for various copper electrodes on the basis of the data determined with the dynamic resistance and the body current.

  • PDF