• Title/Summary/Keyword: Optimal Test Plan

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A Performance Evaluation of Governmental Funding Projects for IT Small and Medium-Sized Enterprises and Venture Business Using DEA/AR-I (DEA/AR-I을 활용한 IT 중소.벤처기업 정부자금지원정책 성과평가)

  • Park, Sung-Min;Kim, Heon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.12B
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    • pp.815-825
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    • 2007
  • It is necessary to establish a systematic framework where the performance of governmental funding projects can be evaluated just-in-time as well as objectively regarding IT small and medium-sized enterprises and venture business. In this study, a framework is proposed for the performance evaluation using Data Envelopment Analysis (DEA) and a case study is illustrated with an empirical dataset. Especially, in order to enhance the reliability of optimal solutions, a DEA/AR-I revised model is developed by adding Acceptance Region (AR) Type I constraints into the DEA basic model. Based on the procedure and the models, it is considered that an 'efficiency score' can be calculated as a guideline for conducting successive performance evaluation processes fast. As for major governmental funding projects with respect to 'IT SMERP 2010 Plan', performance evaluations are discussed concerning between projects as well as between corporate entities within each project.

Effects of Latin hypercube sampling on surrogate modeling and optimization

  • Afzal, Arshad;Kim, Kwang-Yong;Seo, Jae-won
    • International Journal of Fluid Machinery and Systems
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    • v.10 no.3
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    • pp.240-253
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    • 2017
  • Latin hypercube sampling is widely used design-of-experiment technique to select design points for simulation which are then used to construct a surrogate model. The exploration/exploitation properties of surrogate models depend on the size and distribution of design points in the chosen design space. The present study aimed at evaluating the performance characteristics of various surrogate models depending on the Latin hypercube sampling (LHS) procedure (sample size and spatial distribution) for a diverse set of optimization problems. The analysis was carried out for two types of problems: (1) thermal-fluid design problems (optimizations of convergent-divergent micromixer coupled with pulsatile flow and boot-shaped ribs), and (2) analytical test functions (six-hump camel back, Branin-Hoo, Hartman 3, and Hartman 6 functions). The three surrogate models, namely, response surface approximation, Kriging, and radial basis neural networks were tested. The important findings are illustrated using Box-plots. The surrogate models were analyzed in terms of global exploration (accuracy over the domain space) and local exploitation (ease of finding the global optimum point). Radial basis neural networks showed the best overall performance in global exploration characteristics as well as tendency to find the approximate optimal solution for the majority of tested problems. To build a surrogate model, it is recommended to use an initial sample size equal to 15 times the number of design variables. The study will provide useful guidelines on the effect of initial sample size and distribution on surrogate construction and subsequent optimization using LHS sampling plan.

Research on Data Replication Method for Building an Enterprise Disaster Recovery System (엔터프라이즈 재해복구시스템 구축을 위한 데이터 복제 방안 연구)

  • Hyun-sun Kang
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.1
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    • pp.411-417
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    • 2024
  • In the event of a disaster, it is essential to establish a disaster recovery plan and disaster recovery system to minimize disruption to major IT infrastructure and provide continuous business services. In the process of building a disaster recovery system, data replication is a key element of data recovery to provide uninterrupted and continuous business services in the event of a disaster. The data replication method can be determined depending on the system configuration environment and disaster recovery goal level. In this paper, we present a method for determining a data replication method suitable for the configuration environment and disaster recovery target level when building a disaster recovery system. In addition, the replication method decision procedure is applied to build a disaster recovery system and analyze the construction results. After establishing the disaster recovery system, a test was conducted to determine whether the service was transferred to the disaster recovery center in a disaster situation and normal service was provided, and the results were analyzed. As a result, it was possible to systematically select the optimal data replication method during the disaster recovery system construction phase. The established disaster recovery system has an RTO of 3.7 hours for service conversion to the disaster recovery center to provide continuous business services, and the disaster recovery level, which was Tier 2, has been improved to the target level within 4 hours of RTO and RPO=0.

INDIVIDUALIZED RECONSTRUCTION OF THE LOWER OCCLUSAL PLANE ACCORDING TO SKELETAL PATTERN (안면 골격 형태에 따른 하악 교합평면의 재구성)

  • Hyun, Seong-Wook
    • The korean journal of orthodontics
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    • v.25 no.4
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    • pp.465-485
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    • 1995
  • The purpose of this study is to locate the proper position of the lower occlusal plane according to individual skeletal pattern. Cephalometric films of 234 subjects of the control group, 358 of the pretreatment group and 358 of the treated group were analyzed to study proper relationships between vertical dimension ratio(VDR) and lower occlusomandibular plane angle(LOM). The control group was divided into two subgroups by the age. The first subgroup consisted of 113 subjects of the age 14 years and under and with the mean age of 10.82 years. The other subgroup consisted of 113 subjects of the age 18 years and above with the mean age of 23.76 years. The pretreatment group was divided into three subgroups by the age. The first subgroup consisted of 274 subjects of the age 14 years and under with the mean age of 11.36 years. The second subgroup consisted of 54 subjects of the age 14 through 18 years with the mean age of 15.4 years. The last subgroup consisted of 30 subjects of the age 18 years and above with the mean age of 21.35 years. The treated group was also divided into three subgroups by the age. The first subgroup consisted of 145 subjects of the age 14 years and under with the mean age of 12.91 years. The second subgroup consisted of 166 subjects of the age 14 through 18 years with the mean age of 15.64 years. The last subgroup consisted of 47 subjects of the age 18 years and above with the mean age of 21.61 years. Cephalometric films of the sample were traced. Measurements were made to a hundredth using a program specifically prepared for this study, and the results were entered into a 486DX PC. Means and Standard deviations of all the veriables were calculated for each group. Correlation coefficients between pertinent variables were calculated. Significance tests on those coefficients, one-way ANOVA and t-tests between variables or groups were performed. On the basis of the results studied above, certain subjects were selected from the control and the treated groups to locate the proper position of the occlusal plane, and designated as the optimal occluaion group. The subjects of this optimal occlusion group had 1-3 mm overbite, 1-3 mm of overjet and less than 1.75 mm of curve of Spee. A total subjects of 187 in this group consisted 104 treated subjects and 83 control group. Regression analysis was carried out between VDR and LOM, and regression equations were tabulated for this optimal occlusion group. The results were as follows : 1. Highly significant correlations were observed between various variables useful for identifying vertical component of skeletal frame, but any one particular variable did not accurately indicate the magnitude of anterior vertical overbite. 2. Of the variables useful identifying vertical component of skeletal frame, The VDR showed the highest correlation to the LOM. 3. Of the total sample, 80 percent had overbite within the normal range, irrespective of VDR. 4. The optimal occlusion group was divided into 9 subgroups by the age and the anteroposterior skeletal pattern, and correlation coefficient and determination coefficient between VDR and LOM of each group were calculated. Correlation coefficients and determination coefficients were found to be significantly high in all groups. 5. Regression equation was induced for each of the optimal occlusion group to find proper LOM according to the VDR. 6. It was found that the mean value of the cant of occlusal plane itself is not enough for a diagnosis and a treatment plan. Rather, It is very important to locate the proper occlusal plane for an Individual skeletal pattern.

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Preliminary Study on Actuated Signal Control at Rural Area of Cheon-an City (천안시 외곽지역의 감응식 신호운영을 위한 기초연구)

  • Park, Soon-Yong;Kim, Dong-Nyong
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.8 no.3
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    • pp.52-63
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    • 2009
  • Recently in Korea, in the case of metropolis, the urban signalized intersections are controlled by traffic information center or ITS center. Cheon-an City also established traffic information center through the 1st.-$\sim$3rd. ITS public construction and has managed this center that includes bus information service, traffic information collection and providing service, parking information service, and traffic responsive control system. In the Cheon-an metropolitan traffic signal operation, traffic signal controllers were grouped by the each main traffic flow axes and performed with coordinated signal timing for the signalized arterials, and also cycle and split changed by realtime traffic demands. Cheon-an urban traffic responsive control system was evaluated by intersection delay and speed, then it was verified that the delay decreased and vehicle speed improved. However, the rural signal control system to connect adjacency town was evaluated to have lower status than urban area due to the unimproved TOD (Time of day) plan. Therefore actuated signal control was examined for substitutive control system in isolated signal intersection. The aim of this article is to compare actuated signal control with TOD mode in the rural intersection of Cheon-an and to fine superiority of these two control mode, with evaluation of vehicle delay by using HCM(2000) method and by micro-simulation CORSlM. The result of field test show that actuated signal control gave better performance in delay comparison than the existing TOD signal control. And simulation outcome verified that non-optimized TOD has higher delay than optimized TOD mode, non-optimal actuated mode, and optimal actuated signal control mode. Particularly, these three modes delays had not different values according to the paired sample t-test. This is because small traffic demands were loaded in each links. This suggested actuated signal control is expected to be more effective than TOD mode in some rural isolated intersections which frequently need to survey for traffic volume.

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A Study on a Hybrid Energy System to Reduce CO2 Emission In Mavuva Island, Fiji (마부바섬의 이산화탄소 감축을 위한 복합 에너지 시스템에 대한 연구)

  • Jung, Tae Yong;Hyun, Jung Hee;Lee, Seul;Huh, Minkyung
    • Journal of Environmental Impact Assessment
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    • v.26 no.4
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    • pp.217-226
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    • 2017
  • Although the effects of climate change are universal, Small Island Developing States (SIDS) are considered to be most vulnerable. SIDS heavily rely on imported oil and fossil fuels for electricity generation and transportation, which makes them economically vulnerable and exposed to fluctuating oil price. Among the reasons SIDS highly depend on diesel fuel is due to the dispersed population living in remote islands which means, providing electricity through on on-grid system is difficult. Fiji as one of the SIDS, has actively promoted renewable sourced energy through a national plan to mitigate the impacts of climate change. In order to determine how feasible implementing a renewable energy (RE) system will be in Fiji, this study chose a remote island called Mavuva Island to test application of a hybrid RE system using HOMER. A combination of energy storage system (ESS), solar photovoltaic (PV) and diesel generator turns out to be the most cost effective and optimal configuration, resulting in effective greenhouse gas reduction for the given region.

Development of Cylindrical Paperpot Manufacturing Equipment (원통형 종이포트 제조장치 개발)

  • Park, Minjung;Lee, Siyoung;Kang, Donghyeon;Kim, Jongkoo;Son, Jinkwan;Yoon, Sung-wook;An, Sewoong
    • Journal of Bio-Environment Control
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    • v.26 no.4
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    • pp.242-248
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    • 2017
  • This study was conducted to develop a cylindrical paperpot manufacturing equipment which is capable of continuously producing paperpots with a constant size. The equipment consists of the soil supply part, the paper supply part, the pot manufacturing part, the paperpot cutting part and its process for manufacturing paperpot from the soil supply to the paperpot cutting is continuously performed. As a result of the performance test using this equipment, we suggest that the optimal moisture content and injection pressure to supply soil are 50%~60%, and 0.5 Mpa respectively. Moreover the appropriate temperature for adhesive strength is $150{\sim}160^{\circ}C$ taking into account the performance of device and adhesion time. Also, considering the cutting speed and safety, it is appropriate to adopt a straight blade having a clean plan at a minimum angle of $30^{\circ}$. In addition, the manufacturing capacity of the developed equipment was 3300 pots per hour.

A Study on Activation of Oriental Medicine in Public Health Sector : The role of Oriental Public Health Physicians (한방 공공의료의 활성화에 관한 연구 - 공중보건 한의사의 활동을 중심으로 -)

  • Yi Sang-Gu;Moon Ok-Ryun;Piao Song-Lin;Lee Shin-Jae;Yoon Tae-Ho;Jeong Baek-Geun;Wen Yong
    • Journal of Society of Preventive Korean Medicine
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    • v.4 no.1
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    • pp.1-16
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    • 2000
  • From 1998, Oriental Medical Physicians(OMP) is distributed in Public Health Sector. but long term plan for Oriental Medicine in Public Health is not existed. So, this study is designed for the activation of OMP Subjects in this study were comprised 3 groups of oriental medicine related persons, the group of which are Students of 11 Oriental Medical Schools, Oriental Medical Physicians in Public Health Sector, Specialist Croup of Oriental medicine Policy(total 1,458 persons). Data were collected from July 1st to November 30, 1999. Direct interview with key persons, systematic interview by using of interview protocol, e-mail and facsimile have been conducted. The results of survey were coded by Excel 5.0, and analysed with SAS 6.12 statistical package. Inter-group difference determined by T-test, and descriptive statistics have been examined. Major findings can be epitomized as follows. 1) OMP disposition to multifarious organizations and institutes such as Public Health Centers, Public Health Sub-centers, Public Hospitals, Private Hospitals in Remote-Vulnerable Area, Community Social Welfare Centers, Institutes for Heath Policy Research, etc, will promise an effective use of Oriental Medical Physician. 2) Average number of patients treated by OMP was 22.8, average budget for oriental medical department, in which OMP were affiliated, was 39.6 million Won per year. Direct cost per every patient visit was 7,210.9 Won, which is considered expensive for public health service. Therefore, development and transformation for Oriental Medical Service in Public Health Sector is desirable in economic and political aspects. 3) It is recommended that ${\ulcorner}Advisory\;Committee{\lrcorner},{\ulcorner}Planning\;Commission\;for\; Public\;Health\;in\;Oriental\;Medicine{\lrcorner}$ should be established for the activation and for the support of Oriental Medical Physician in Public Health Sector, 4) Most effective programmes for oriental public health doctor are health service programmes for the elderly, Home health visit, chronic degenerative disease control services(p<0.001). 5) Standard guideline for facilities and equipments of Oriental Medicine Department in Public Health Center is needed for optimal supply of resources and activation of public health activity.

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An Effectiveness Analysis of pedestrian crosswalk signal on roundabout (회전교차로의 보행신호 설치효과 분석)

  • Moon, Joo-Baek;Lee, In-Kyu;Kim, Young-Chan
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.12 no.2
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    • pp.63-75
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    • 2013
  • Roundabouts have been operated in Europe, America and Australia since the 1970s, and many relevant researches continually was carried out. Though many studies regarding roundabout have been recently conducted in korea, most of them have focused on its operational safety and efficiency. Moreover, roundabout design guideline did not define a clear criteria related to pedestrian in roundabout, but seldom investigate the influences of pedestrian on crosswalk. In this study, we seek ways to operate the pedestrian crosswalk signal on roundabout maximizing their operational effects in exceptional case such as rush hour or intersection near the special facilities. We proved that roundabout signal operation is effective under certain circumstances in according to the number of pedestrian, and suggested the optimal signal timing plan for signalized roundabouts. For pursuing the above, we conducted the simulation test using the VISSIM model. The results show that the operational effectiveness of signalized roundabout was evaluated to be better than non-signalized roundabout in specific pedestrian volume condition. In addition, those results are confirmed using simulation analysis conducted on the real roundabout.

The Relationship between Pain Level and Perceived Family Support and Quality of Life in Musculoskeletal Patients with Chronic Pain (근골격계 만성통증 환자가 지각한 통증, 가족지지 및 삶의 질과의 관계)

  • Oh, Hyun-Ja
    • The Korean Journal of Rehabilitation Nursing
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    • v.1 no.1
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    • pp.93-109
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    • 1998
  • The purpose of study is to identify the relation between pain level and perceived family support and quality of life in musculoskeletal patient with chronic pain. The subjects for the study consist of 155 patients with musculoskeletal pain that received medical treatment in hospital or by attending hospital in Chonju. The data were collected during the period from August 5 to August 14, 1998 by means of interviews with structured questionnaire. Data analysis was done by descriptive statistics. t-test, ANOVA, Pearson's correlation, Regression. Cronbach alpha using the SAS program. The result of this study were as follows : 1. The mean score of pain was 8.02, family support was 3.88 and quality of life was 3.07. 2. Hypothesis : The first hypothesis that 'The lower pain level is, the higher quality of life is' was accepted (r=-.2178, p= .0065). In addition, pain level of musculoskeletal patient with chronic pain provided predicted 4.7%(F=7.619, P= .0065) of quality of life. The second hypothesis that 'The higher perceived family support is, the lower pain level is' was rejected (r=-.0376, p= .6425). The third hypothesis that 'The higher perceived family support is, is higher quality of life is' was accepted (r= .3212, p= .0001). In addition, perceived family support of musculoskeletal patient with chronic pain provided predicted 10.31% (F=17.597, p= .0001) of quality of life. 3. General characteristics related pain were age(F=6.85, p= .0001),educational-level(F=9.29, p= .0001), occupation(F=5.81, p= .0037), marriage status(F=8.09, p= .0005), family numbers(F=5.73, p= .001), benefits of medical care(F=4.09, p= .0019), pain period(F=9.52, p= .0001), part of pain(F=2.33, p= .0352), pain period(F=3.08, p= .0181). 4. General characteristics related pain were sex(t=3.20, p= .0017), support sources(t=3.26, p= .0014), pain period(F-4.52, p= .0018). 5. General characteristics related pain were religion(t=3.11. p= .0022), benefits of medical care(F=3.61, p= .0293), pain duration(F=3.03, p= .0195). In conclusion, perceived family support in musculoskeletal patient with chronic pain is an important factor that can improve their quality of life. Therefore, nurses must establish nursing plan included patient's family when nurses carry out nursing intervention and education for patient so that a patient promote quality of life by maintaining optimal wellbeing.

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