• Title/Summary/Keyword: Generate Data

Search Result 3,065, Processing Time 0.031 seconds

A Cascaded Fuzzy Inference System for University Non-Teaching Staff Performance Appraisal

  • Neogi, Amartya;Mondal, Abhoy Chand;Mandal, Soumitra Kumar
    • Journal of Information Processing Systems
    • /
    • v.7 no.4
    • /
    • pp.595-612
    • /
    • 2011
  • Most organizations use performance appraisal system to evaluate the effectiveness and efficiency of their employees. In evaluating staff performance, performance appraisal usually involves awarding numerical values or linguistic labels to employees performance. These values and labels are used to represent each staff achievement by reasoning incorporated in the arithmetical or statistical methods. However, the staff performance appraisal may involve judgments which are based on imprecise data especially when a person (the superior) tries to interpret another person's (his/her subordinate) performance. Thus, the scores awarded by the appraiser are only approximations. From fuzzy logic perspective, the performance of the appraisee involves the measurement of his/her ability, competence and skills, which are actually fuzzy concepts that can be captured in fuzzy terms. Accordingly, fuzzy approach can be used to handle these imprecision and uncertainty information. Therefore, the performance appraisal system can be examined using Fuzzy Logic Approach, which is carried out in the study. The study utilized a Cascaded fuzzy inference system to generate the performance qualities of some University non-teaching staff that are based on specific performance appraisal criteria.

Statistical method for testing synergism among several compounds (여러 약제의 상승효과 검정을 위한 통계적 기법)

  • 김병수;김주항;김경미;최정주
    • The Korean Journal of Applied Statistics
    • /
    • v.6 no.2
    • /
    • pp.383-391
    • /
    • 1993
  • Interaction between anti-cancer agents and various modulators of multidrug resistance in producing their joint effects are of fundamental interest in the chemtherapeutic treatment of cancer. We generate a dose-response curve for each combination of several anti-cancer agents and modulators based on an in-vitro experiment on each of several human cancer cell lines. We employ a log-linear model developed by Wahrendorf et al (1981) and Piegorsch et al (1988) to detect synergism among several compounds. We show two examples of the data analysis and their results. We believe that these results encourage further experiment in-vivo studies.

  • PDF

Monte Carlo Analysis of the Accelerator-Driven System at Kyoto University Research Reactor Institute

  • Kim, Wonkyeong;Lee, Hyun Chul;Pyeon, Cheol Ho;Shin, Ho Cheol;Lee, Deokjung
    • Nuclear Engineering and Technology
    • /
    • v.48 no.2
    • /
    • pp.304-317
    • /
    • 2016
  • An accelerator-driven system consists of a subcritical reactor and a controllable external neutron source. The reactor in an accelerator-driven system can sustain fission reactions in a subcritical state using an external neutron source, which is an intrinsic safety feature of the system. The system can provide efficient transmutations of nuclear wastes such as minor actinides and long-lived fission products and generate electricity. Recently at Kyoto University Research Reactor Institute (KURRI; Kyoto, Japan), a series of reactor physics experiments was conducted with the Kyoto University Critical Assembly and a Cockcrofte-Walton type accelerator, which generates the external neutron source by deuteriu-metritium reactions. In this paper, neutronic analyses of a series of experiments have been re-estimated by using the latest Monte Carlo code and nuclear data libraries. This feasibility study is presented through the comparison of Monte Carlo simulation results with measurements.

Vessel failure sensitivities of an advanced reactor for SBLOCA

  • Jhung, Myung Jo;Oh, Chang-Sik;Choi, Youngin;Kang, Sung-Sik
    • Nuclear Engineering and Technology
    • /
    • v.52 no.1
    • /
    • pp.185-191
    • /
    • 2020
  • Plant-specific analyses of an advanced reactor have been performed to assure the structural integrity of the reactor pressure vessel during transient conditions, which are expected to initiate pressurized thermal shock (PTS) events. The vessel failure probabilities from the probabilistic fracture mechanics analyses are combined with the transient frequencies to generate the through-wall cracking frequencies, which are compared to the acceptance criterion. Several sensitivity analyses are performed, focusing on the orientations and sizes of cracks, the copper content, and a flaw distribution model. The results show that the integrity of the reactor vessel is expected to be maintained for long-term operation beyond the design lifetime from the PTS perspective using the design data of the advanced reactor. Moreover, a fluence level exceeding 9×1019 n/㎠ is found to be acceptable, generating a sufficient margin beyond the design lifetime.

Anallysis of the flow and noise characteristics of small turbo fan in a ultra slim note PC (초박형 노트북 냉각 터보팬의 유동 및 소음 분석)

  • Jeon, W.H.;Lim, T.G.;Minorkkawa, Gaku;Miyahara, Masaharu
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 2013.10a
    • /
    • pp.775-780
    • /
    • 2013
  • In recent years, a notebook like an ultrabook gets thinner. Its thickness causes problems in cooling fan performance, system installation condition, and so on. In this study, we installed a small turbofan in notebook system with very narrow gap in order to generate similar condition to a real product. Experiments were performed to measure the fan's performance and the flow and noise characteristics, its results were compared with computational ones. Prediction of P-Q curve using CFD showed under about 5% error in high flow rate and its trend was agreed with experimental one over the flow field. Experimental data to measure the noise at a distance of 100 mm from a rotation axis direction of an impeller corresponded well with computational ones of broadband and BPF noise. The noise experiments to measure at a distance of 100 mm from a rotation axis direction of an impeller corresponded well with computational ones of broadband and BPF noise. Especially, tip part of impeller blade and part of exit and bottom near in an analysis by a commercial program(FlowNoise).

  • PDF

A Study on Resin flow Analysis and Free Surface forming at Micro-stereolithography using a Dynamic Pattern Generator (동적 패턴 생성기를 이용한 마이크로 광 조형 시스템에서 수지 유동 해석 및 자유표면 형성에 관한 연구)

  • Won M.H.;Choi J.W.;Ha Y.M.;Lee S.H.;Kim H.C.
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 2005.10a
    • /
    • pp.878-881
    • /
    • 2005
  • A Stereolithography technology is based on stacking of sliced layer from STL file that is converted from 3-dimensional CAD data. A microstereolithography technology is evolved from conventional stereolithography to fabricate microstructures. In this technology, we have to consider influence of resin flow to make refresh surface. To generate new resin surface, stage has to be moved downward deeply and upward to desired position. At this time, resin flow affects to refresh surface of resin. And resin viscosity is the key factor in simulation of resin flow. By setting optimal refresh time for resin surface, total fabrication time is reduced and there is no damage to fabricated layers. In this research, we simulate resin flow using CFD software and derive optimal stage moving time and dwelling time.

  • PDF

Estimation of wind power generation of micro wind turbine on the roof of high rise buildings in urban area (도심 고층건물 지붕에서의 소형 풍력발전기 발전량 예측)

  • Choi, Hyung-Sik;Chang, Ho-Nam
    • New & Renewable Energy
    • /
    • v.5 no.4
    • /
    • pp.21-27
    • /
    • 2009
  • Potential yield of micro wind turbine on the roof of urban high rise buildings is estimated. Urban wind profile is modeled as logarithmic profile above the mean building height with roughness length 0.8, displacement 7.5 m. Mean wind velocity from the meteorological agency data at the hight of 50m is used. Wind velocity changes are simulated on the rectangular roof of 26, 45, 53 degree pitch and the circular roof by computational fluid dynamics and RNG k-$\varepsilon$ turbulence models. Wind velocity increased approximately by a factor of the order of 270 % on the 26 degree pitched roof. In the 100 m and 200 m high buildings, wind enhancement is greater at the front side than at the center of the building. In the building arrangement model wind velocity changes abruptly and it becomes wind gusts. When commercial wind turbines are installed on the building roof, average power and annual power generation enhanced by 3~4 times than normal wind velocity at 50m and 6 kw wind turbine can generate 1053 kwh per month on the 26 degree pitched roof at 50m height and sufficiently supply electrical power with 15 household for common electrical use and food waste disposer. However, power output will vary significantly by the wind conditions in the order of $\pm$ 20 %.

  • PDF

A Range-Based Monte Carlo Box Algorithm for Mobile Nodes Localization in WSNs

  • Li, Dan;Wen, Xianbin
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.11 no.8
    • /
    • pp.3889-3903
    • /
    • 2017
  • Fast and accurate localization of randomly deployed nodes is required by many applications in wireless sensor networks (WSNs). However, mobile nodes localization in WSNs is more difficult than static nodes localization since the nodes mobility brings more data. In this paper, we propose a Range-based Monte Carlo Box (RMCB) algorithm, which builds upon the Monte Carlo Localization Boxed (MCB) algorithm to improve the localization accuracy. This algorithm utilizes Received Signal Strength Indication (RSSI) ranging technique to build a sample box and adds a preset error coefficient in sampling and filtering phase to increase the success rate of sampling and accuracy of valid samples. Moreover, simplified Particle Swarm Optimization (sPSO) algorithm is introduced to generate new samples and avoid constantly repeated sampling and filtering process. Simulation results denote that our proposed RMCB algorithm can reduce the location error by 24%, 14% and 14% on average compared to MCB, Range-based Monte Carlo Localization (RMCL) and RSSI Motion Prediction MCB (RMMCB) algorithm respectively and are suitable for high precision required positioning scenes.

Generation and Assessment of DEM from InSAR and Differential InSAR (영상 레이더 간섭기법 및 차분간섭기법을 이용한 수치고도모델 생성과 정확도 평가)

  • Kim Jeong woo;Kim Chang Oh
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
    • /
    • v.23 no.2
    • /
    • pp.147-156
    • /
    • 2005
  • SAR interferometry (InSAR) is a technique to generate 3-Dimentional spatial information using complex data pairs observed by antennas at different locations. In case of the Two-pass differential SAR inteferometry (DInSAR), the topographic phase signature can be separated from the contribution of surface deformation in the interferometric phase. In this study, InSAR and DInSAR were implemented with ERS- l/2 tandem pair to produce DEM. The accuracy of the Resulting DEMs was analyzed.

A Study on the Estimation of Continuous Blood Pressure using PIT and Biometric Parameters

  • Park Eun-Kyoung;Cho Baek-Hwan;Park Sang-Hae;Lee Jong-Youn;Hwang Hwan-Sik;Park Hun-Ki;Lee Jong-Shill;Kim In-Young;Kim Sun-I
    • Journal of Biomedical Engineering Research
    • /
    • v.27 no.1
    • /
    • pp.1-5
    • /
    • 2006
  • In this paper, we propose a subject-independent regression model to estimate systolic blood pressures (SBP) conveniently and continuously. There have been several researches on estimating SBP with pulse transit time (PTT) and they showed promising results. However, previous studies used only PTT as the estimation parameter, and their models were generated with just one person's PTT data which is not applicable to estimating other person's SBP. Therefore, we collected several additional biometric parameters with 202 healthy subjects. After statistical analysis of measured biometric parameters with SBP, we chose final estimating parameters including PTT to generate a multiple linear regression model for estimating SBP. Comparing the results of our study with approvable standards of automated sphygmomanometers developed by Association for the Advancement of Medical Instrumentation and approved by American National Standards Institute (ANSI/AAMI) indicates that our proposed method for continuously blood pressures monitoring gives an acceptable error.