• 제목/요약/키워드: Cost-Effective

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서포트벡터머신을 이용한 교육시설 초기 공사비 예측에 관한 연구 (A Study on Predicting Construction Cost of Educational Building Project at early stage Using Support Vector Machine Technique)

  • 신재민;김광희
    • 교육녹색환경연구
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    • 제11권3호
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    • pp.46-54
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    • 2012
  • The accuracy of cost estimation at an early stage in school building project is one of the critical factors for successful completion. So various of techniques are developed to predict the construction cost accurately and expeditely. Among the techniques, Support Vector Machine(SVM) has an excellent ability for generalization performance. Therefore, the purpose of this study is to construct the prediction model for construction cost of educational building project using support vector machine technique. And to verify the accuracy of prediction model for construction cost. The performance data used in this study are 217 school building project cost which have been completed from 2004 to 2007 in Gyeonggi-Do, Korea. The result shows that average error rate was 7.48% for SVM prediction model. So using SVM model on predicting construction cost of educational building project will be a considerably effective way at the early project stage.

Implementing an Application Tool of Life Cycle Cost Analysis (LCCA) for Highway Maintenance and Rehabilitation in California, USA

  • Kim, Changmo;Lee, Eul-Bum
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.376-380
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    • 2015
  • Life-Cycle Cost Analysis (LCCA) for highway projects is known as an effective analytical technique that uses economic principles to evaluate long-term alternative investment options, especially for comparing the values of alternative pavement design structures and construction strategies. In the Unites States, the 2012 Moving Ahead for Progress in the 21st Century Act (MAP-21) amended the United States Code to mandate that the United States Government Accountability Office (GOA) conducts a study of the best practices for calculating life-cycle costs and benefits for the federally funded highway projects in 2013. The RealCost 2.5CA program was developed and adapted as an official LCCA tool to comply with regulatory requirements for California state highway projects in 2013. Utilization of this California-customized LCCA software helps Caltrans to achieve substantial economic benefits (agency cost and road user cost savings) for highway projects. Proper implementation of LCCA for roadway construction and rehabilitation would deliver noticeable savings of agency's roadway maintenance cost especially in developing counties where financial difficulties exist.

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비용편익분석을 이용한 일 재가노인간호센터의 고혈압 및 당뇨관리 효과평가 (An Evaluation of Effects on Hypertension and Diabetes Mellitus Management of a Community-Based Nursing Care Center Using Cost-Benefit Analysis)

  • 임지영;임정남;김인아;고수경
    • 간호행정학회지
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    • 제16권3호
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    • pp.295-305
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    • 2010
  • Purpose: This study was conducted to evaluate the economic efficiency of a community-based nursing care center to help policy makers determine whether or not to invest in similar facilities. Methods: The subjects were 101 elderly people over 65 years who participated in a health management program from February 1 to July 31, 2007. Direct cost was estimated with center operations cost, medical cost for out-patients and pharmacy cost. Indirect cost was measured by transportation cost. Direct benefit was calculated by saved medical cost for out-patients, saved pharmacy cost, saved transportation cost, and reducing hospital charges. Indirect benefit was estimated with prevention of severe complications. Economic efficiency was evaluated by cost-benefit ratio and net benefit. Results: Operating a community-based nursing care center was found to be cost-effective. Specifically, the cost of operating the center evaluated here was estimated at 135 million won while the benefit was estimated at 187 million won. Benefit-cost ratio was 1.38. Conclusion: The Community-based nursing care center that was described here could be a useful health care delivery system for reducing medical expenditures.

비용 효율이 높은 24kV급 고압배전반 개발을 위한 Bus Bar 사이즈에 따른 전·자기 손실 특성 분석 (A Study on the Characteristics of the Electric Field and Electromagnetic Loss according to Bus Bar Size for a cost-effective 24kV High Voltage Switchgear)

  • 홍종기;허정일;남석호;강형구
    • 전기학회논문지P
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    • 제61권4호
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    • pp.220-224
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    • 2012
  • The analysis on the bus bar effect is conducted to develop a cost effective 24kV/2,000A switchgear. The temperature enclosures and bus bars could rise due to several heat sources such as eddy current losses and copper losses. Therefore, a study on the characteristics of the electric field intensity and electromagnetic loss according to the bus bar size in a bus bar compartment is essential to design a electrically reliable high voltage switchgear. It is investigated that the electromagnetic influence to the temperature rising and the dielectric stability according to various bus bar sizes by using finite element method(FEM). The electric field intensity and electromagnetic loss according to various bus bar sizes are calculated to design a reliable and a high voltage switchgear. As results, it is found that the electromagnetic loss and the dielectric stability of bus bar could be determined by a bus bar size. It means that a cost effective 24kV/2,000A high voltage switchgear could be developed by selecting the proper size of a bus bar. Also, it is recognized that the electromagnetic characteristics according to various bus bar sizes in order to design an electrically stable high voltage switchgear when the enclosure size is determined as a fixed value. Futhermore, studies on the various nominal voltage class and bus bar sizes will be conducted to develop a cost effective high voltage switchgear.

8200호대 전기기관차용 기존품 보조전원장치의 수명주기비용 평가에 관한 연구 (A Study on the Life Cycle Cost Evaluation of the Conventional Auxiliary Power Unit for 8200 Series Electric Locomotive)

  • 이계승;김완일;김재문
    • 전기학회논문지
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    • 제67권2호
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    • pp.331-336
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    • 2018
  • In this paper, the life cycle cost of the auxiliary power unit in the conventional 8200 series electric locomotive is evaluated and an effective life cycle cost reduction method is sought. For this, a life cycle cost evaluation model was proposed using IEC 60300-3-3 standard. As a result of analysis, material cost which accounted for a large percentage of preventive maintenance cost, accounted for 64% of total cost, and breakdown maintenance cost was as high as 27%. Except for the cost of preventive maintenance, the breakdown maintenance cost ratio was the highest. In order to reduce the LCC of the auxiliary power unit(APU) of the 8200 series in the future, it is necessary to reduce the material cost in case of development and to secure the high reliability according to the parts manufacturing so as to minimize the maintenance cost.

A Systematic Review of Economic Aspects of Cervical Cancer Screening Strategies Worldwide: Discrepancy between Economic Analysis and Policymaking

  • Nahvijou, Azin;Hadji, Maryam;BaratiMarnani, Ahmad;Tourang, Fatemeh;NedaBayat, NedaBayat;Weiderpass, Elisabete;Daroudi, Rajabali;AkbariSari, Ali;Zendehdel, Kazem
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권19호
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    • pp.8229-8237
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    • 2014
  • Background: Organized cervical screening has decreased the incidence of cervical cancer. However, screening strategies vary in different countries. Objectives: We performed a systematic review to evaluate the economic aspects of different screening methods. Materials and Methods: We searched databases and then data were abstracted from each study. We evaluated articles based on different types of screening tests as well as screening age and intervals, and using incremental cost effectiveness ratio via calculating quality adjusted life years (QALY), or life years gained (LYG) per cost. We compared the incremental cost-effectiveness ratio (ICER) of each study using GDP per capita. Furthermore, we compared national guidelines with recommendations of cost-effectiveness studies in different countries. Results: A total of 21 articles met our criteria, of which 19 studies showed that HPV DNA testing, 13 suggested an age of 30 years or more, and 10 papers concluded that at least a 5-year or longer interval were the most cost-effective strategies. In some countries, the national guidelines did not match the recommendations of the cost-effectiveness studies. Conclusions: HPV testing, starting at age 30 years or older and repeated at 5-year or longer intervals, is the most cost-effective strategy in any setting. Closer collaboration with health economists is required during guideline development.

가역 임베딩 없는 직접적 비가역-가역회로 매핑 방법의 게이트비용 절감 방안 (Gate Cost Reduction Policy for Direct Irreversible-to-Reversible Mapping Method without Reversible Embedding)

  • 박동영;정연만
    • 한국전자통신학회논문지
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    • 제9권11호
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    • pp.1233-1240
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    • 2014
  • 1980년 Toffoli 가역게이트 출현 이후 지난 30년 간 적당한 함수 상에 가역 임베딩을 하는 많은 가역회로 합성법들이 발표되어 오는 동안 소수의 논문만이 가역 임베딩 없이 직접적인 비가역-가역 회로 매핑 방법을 채택해 왔다. 본 논문에서는 가역 임베딩 없는 직접적 가역 매핑에 대한 효과적인 게이트비용 절감 정책을 개발하였다. 새로운 비용절감 정책을 개발하기 위해 고전회로에서 NOT 게이트 배치에 따른 Toffoli 모듈 비용의 영향을 고찰하고, 이것을 기초로 하여 고전적 AND(OR)게이트에 대한 반전입력 추가가 가역 Toffoli 모듈의 비용을 증가(감소)시킨다-라는 고전 게이트 반전입력 수와 가역 Toffoli 모듈 비용 사이의 반비례적 성질을 이끌어내었다. 직접적 가역 매핑에 선행한 반전입력 재배치 정책은 현존하는 팬-아웃 및 슈퍼셀 정책들과 병행할 경우에 가역 Toffoli 모듈의 비용과 복잡성을 개선할 수 있는 효과적인 방법이다.

Cost-Effectiveness Analysis for National Dyslipidemia Screening Program in Korea: Results of Best Case Scenario Analysis Using a Markov Model

  • Kim, Jae-Hyun;Park, Eun-Cheol;Kim, Tae-Hyun;Nam, Chung-Mo;Chun, Sung-Youn;Lee, Tae-Hoon;Park, Sohee
    • 보건행정학회지
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    • 제29권3호
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    • pp.357-367
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    • 2019
  • Background: This study evaluated the cost-effectiveness of 21 different national dyslipidemia screening strategies according to total cholesterol (TC) cutoff and screening interval among 40 years or more for the primary prevention of coronary heart disease over a lifetime in Korea, from a societal perspective. Methods: A decision tree was used to estimate disease detection with the 21 different screening strategies, while a Markov model was used to model disease progression until death, quality-adjusted life years (QALYs) and costs from a Korea societal perspective. Results: The results showed that the strategy with TC 200 mg/dL and 4-year interval cost \4,625,446 for 16.65105 QALYs per person and strategy with TC 200 mg/dL and 3-year interval cost \4,691,771 for 16.65164 QALYs compared with \3,061,371 for 16.59877 QALYs for strategy with no screening. The incremental cost-effectiveness ratio of strategy with TC 200 mg/dL and 4-year interval versus strategy with no screening was \29,916,271/QALY. At a Korea willingness-to-pay threshold of \30,500,000/QALY, strategy with TC 200 mg/dL and 4-year interval is cost-effective compared with strategy with no screening. Sensitivity analyses showed that results were robust to reasonable variations in model parameters. Conclusion: In this study, revised national dyslipidemia screening strategy with TC 200 mg/dL and 4-year interval could be a cost-effective option. A better understanding of the Korean dyslipidemia population may be necessary to aid in future efforts to improve dyslipidemia diagnosis and management.

Potential Role of Electrochemotherapy as Anticancer Treatment for Cutaneous and Subcutaneous Lesions

  • Zygogianni, Anna;Kyrgias, George;Scarlatos, John;Koukourakis, Michael;Souliotis, Kyriakos;Kouvaris, John;Kelekis, Nikolaos;Kouloulias, Vassilis
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권8호
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    • pp.3753-3757
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    • 2016
  • Background: The aim of this study was to investigate whether electrochemotherapy is a clinically and cost-effective treatment option against skin tumors. Materials and Methods: We performed an analysis of the current literature based on database searches in PubMed/MEDLINE and we included articles till July 2012. Terms used for the search were 'electrochemotherapy', 'skin cancer', 'recurrence', and 'cutaneous and subcutaneous tumors'. Only papers published in English were included. In addition, we performed an analysis of the cost effectiveness of the method. Results: The combination of physics and chemistry is the foundation for electrochemotherapy and its efficacy, independent of the tumor histology. Clinical data showed that ECT is well tolerated and can be used in difficult cases without other available treatment options. The analysis also showed that the treatment is feasible and cost-effective. Conclusions: Electrochemotherapy is a clinically efficient safe and cost-effective treatment and clinicians should not hesitate to use it as alternative therapeutic modality or as palliative treatment.

Solving Facility Rearrangement Problem Using a Genetic Algorithm and a Heuristic Local Search

  • Suzuki, Atsushi;Yamamoto, Hisashi
    • Industrial Engineering and Management Systems
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    • 제11권2호
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    • pp.170-175
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    • 2012
  • In this paper, a procedure using a genetic algorithm (GA) and a heuristic local search (HLS) is proposed for solving facility rearrangement problem (FRP). FRP is a decision problem for stopping/running of facilities and integration of stopped facilities to running facilities to maximize the production capacity of running facilities under the cost constraint. FRP is formulated as an integer programming model for maximizing the total production capacity under the constraint of the total facility operating cost. In the cases of 90 percent of cost constraint and more than 20 facilities, the previous solving method was not effective. To find effective alternatives, this solving procedure using a GA and a HLS is developed. Stopping/running of facilities are searched by GA. The shifting the production operation of stopped facilities into running facilities is searched by HLS, and this local search is executed for one individual in this GA procedure. The effectiveness of the proposed procedure using a GA and HLS is demonstrated by numerical experiment.