• Title/Summary/Keyword: two batch method

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An Efficient Method of Estimating Confidence Intervals for Use in Simulation-Optimization

  • Lee, Young-Hae;Azadivar, Farhad
    • 한국경영과학회지
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    • 제19권2호
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    • pp.229-244
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    • 1994
  • In many applications of simulation-optimization, when comparing two or more alternatives, it is crucial to be able to estimate the confidence intervals on the outputs of interest with a reasonable level of accuracy. This acuracy has often been tested by the closeness of the coverage of the estimated confidence interval to the intended coverage. In this paper two variations to the Batch-Means Method of estimating the confidence intervals are presented and their performance are compared with the original method. The results indicate that the Batch Means Method modified by factors obtained by a second order autoregressive method is superior to the original and the one modified based on factors obtained from autocorrelation analysis.

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State Recognition and Prediction of a Batch Culture Using Fuzzy Rules

  • Fukuda, Tsunenobu
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 1993년도 Fifth International Fuzzy Systems Association World Congress 93
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    • pp.1098-1101
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    • 1993
  • The purpose of this work is to build a fuzzy model of a batch culture for a process control. The process is highly nonlinear system with large delay. This paper presents two methods of modeling the process behavior. One is a method of recognizing them by fuzzy rules that are contracted by the pattern analysis in consideration of skilled operators' way. The other is a method of predicting them by approximate linear models and fuzzy rules by statistic analysis.

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전기응집-전기부상 2단계 공정을 이용한 TiO2 제거 (TiO2 Removal using Electrocoagulation-electroflotation Two-step Process )

  • 김동석;박영식
    • 한국환경과학회지
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    • 제32권5호
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    • pp.385-394
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    • 2023
  • There is a need for a method that can effectively remove wastewater containing small-sized particles such as TiO2. In this study, we attempted to remove TiO2 wastewater using electrocoagulation-electroflotation two-step separation. The TiO2 wastewater was effectively removed via batch electrocoagulation-electroflotation separation. However, in the batch process, the simultaneous operation of electrocoagulation and electoflotation was challenging due to the high residual turbidity. In the continuous operation, electrocoagulation and electoflotation reactors were kept separate. The turbidity removal in continuous operation was similar to that in the batch process, nevertheless, the residual Al concentration was high, leading to the conclusion that counterterm ensures against residual Al were necessary.

다품종용 회분식 공정에서의 중간 저장 탱크 공유를 위한 최적 생산계획 ; 회분식 조업의 자동화 모델 (Optimal Scheduling of Multi-product Batch Process for Common Intermediate Storage Policy; A Model for Batch Process Automation)

  • 정재학;이인범;양대륙;장근수
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1992년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 19-21 Oct. 1992
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    • pp.303-308
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    • 1992
  • In this study, we propose a shared storage system which is more efficient policy than MIS(Mixed Intermediate Storage) policy for relatively rare storage system and can be called CIS(Common Intermediate Storage) policy. Using this strategy, we develop a new completion time algorithm and apply it to two kinds of optimal or near optimal scheduling method; combinatorial search and simulated annealing method. We also extend this strategy to other storage policy, for example MIS policy, with PLC(Programmable Logic Controller) logic and on/off action of electronic valves. It thus can be accepted as a basic form of FMS(Flexible Manufacturing System) for operating various storage policies. Finally we suggest the interlocking block to compansate for the shortcoming of CIS policy, i.e, complication of operation and safety, resulting in a basic batch process automation mode.

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이단계 그룹검사를 갖는 대기행렬모형의 분석 (Analysis of a Queueing Model with a Two-stage Group-testing Policy)

  • 양원석
    • 산업경영시스템학회지
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    • 제45권4호
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    • pp.53-60
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    • 2022
  • In a group-testing method, instead of testing a sample, for example, blood individually, a batch of samples are pooled and tested simultaneously. If the pooled test is positive (or defective), each sample is tested individually. However, if negative (or good), the test is terminated at one pooled test because all samples in the batch are negative. This paper considers a queueing system with a two-stage group-testing policy. Samples arrive at the system according to a Poisson process. The system has a single server which starts a two-stage group test in a batch whenever the number of samples in the system reaches exactly a predetermined size. In the first stage, samples are pooled and tested simultaneously. If the pooled test is negative, the test is terminated. However, if positive, the samples are divided into two equally sized subgroups and each subgroup is applied to a group test in the second stage, respectively. The server performs pooled tests and individual tests sequentially. The testing time of a sample and a batch follow general distributions, respectively. In this paper, we derive the steady-state probability generating function of the system size at an arbitrary time, applying a bulk queuing model. In addition, we present queuing performance metrics such as the offered load, output rate, allowable input rate, and mean waiting time. In numerical examples with various prevalence rates, we show that the second-stage group-testing system can be more efficient than a one-stage group-testing system or an individual-testing system in terms of the allowable input rates and the waiting time. The two-stage group-testing system considered in this paper is very simple, so it is expected to be applicable in the field of COVID-19.

Validation and Recommendation of Methods to Measure Biogas Production Potential of Animal Manure

  • Pham, C.H.;Triolo, J.M.;Cu, T.T.T.;Pedersen, L.;Sommer, S.G.
    • Asian-Australasian Journal of Animal Sciences
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    • 제26권6호
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    • pp.864-873
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    • 2013
  • In developing countries, biogas energy production is seen as a technology that can provide clean energy in poor regions and reduce pollution caused by animal manure. Laboratories in these countries have little access to advanced gas measuring equipment, which may limit research aimed at improving local adapted biogas production. They may also be unable to produce valid estimates of an international standard that can be used for articles published in international peer-reviewed science journals. This study tested and validated methods for measuring total biogas and methane ($CH_4$) production using batch fermentation and for characterizing the biomass. The biochemical methane potential (BMP) ($CH_4$ NL $kg^{-1}$ VS) of pig manure, cow manure and cellulose determined with the Moller and VDI methods was not significantly different in this test (p>0.05). The biodegradability using a ratio of BMP and theoretical BMP (TBMP) was slightly higher using the Hansen method, but differences were not significant. Degradation rate assessed by methane formation rate showed wide variation within the batch method tested. The first-order kinetics constant k for the cumulative methane production curve was highest when two animal manures were fermented using the VDI 4630 method, indicating that this method was able to reach steady conditions in a shorter time, reducing fermentation duration. In precision tests, the repeatability of the relative standard deviation (RSDr) for all batch methods was very low (4.8 to 8.1%), while the reproducibility of the relative standard deviation (RSDR) varied widely, from 7.3 to 19.8%. In determination of biomethane concentration, the values obtained using the liquid replacement method (LRM) were comparable to those obtained using gas chromatography (GC). This indicates that the LRM method could be used to determine biomethane concentration in biogas in laboratories with limited access to GC.

Z-순서화 기법을 이용한 계층 그리드 화일의 일괄 구성 (Batch-Constructing of Multilevel Grid Files Using the Z-ordering Scheme)

  • 김상욱
    • 산업기술연구
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    • 제16권
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    • pp.247-256
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    • 1996
  • The multilevel grid file(MLGF) is a dynamic multidimensional file organization supporting multi-attribute accesses efficiently. The paper proposes new method for batch-constructing MLGFs. Our method consists of two phases. The first phase begins by relocating all the objects in order that logically adjacent objects in multidimensional domain space are clustered in one dimensional physical space. For this, our method employs the Z-ordering scheme, which effectively maps multidimensional space into one dimensional space preserving proximity. The second phase paginates the relocated objects and creates leaf level directory entries, each of which corresponds to a object page. Simultaneously, it performs same actions on the directory entries recursively in a bottom-up fashion until the root directory fits in a page. For performance evaluation, we analyze our method in terms of the number of page accesses. The result shows the optimality of our method.

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흡착력(吸着力)이 낮은 토양(土壤)에서의 농약흡착(農藥吸着) 측정법(測定法) 개발(開發) (Improvement of Pesticide Sorption Measurement Method for Soils with Low Sorption)

  • 김선관
    • 한국토양비료학회지
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    • 제24권2호
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    • pp.124-129
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    • 1991
  • Batch 측정법(測定法)은 농약(農藥)의 토양중(土壤中) 흡착량(吸着量) 측정(測定)에 사용되는 가장 일반적인 방법(方法)이다. 이 Batch 측정법(測定法)은 토양용액중(土壤溶液中)의 농약농도변화(農藥濃度變化)로부터 간접적으로 흡착량(吸着量)을 측정(測定)하기 때문에 흡착력(吸着力)이 낮은 토양(土壤)에서는 용액중(溶液中)의 농도변화(濃度變化)가 작아 흡착측정(吸着測定)이 어렵거나 불가능(不可能)하다. 본(本) 시험(試驗)에서는 용액중(溶液中)의 농약(農藥)의 농도(濃度)를 측정(測定)함과 동시(同時)에 토양(土壤)에 흡착(吸着)된 농약(農藥)을 직접 추출하여 흡착량(吸着量)을 측정(測定)하는 방법(方法)을 설정(設定)하고 Mass balance 방법(方法)이라고 이름하였다. 용액중(溶液中) 농도(濃度) 및 토양에 흡착(吸着)된 농약(農藥)을 직접 추출하여 흡착량(吸着量)을 측정(測定)하는데 일정한 임의의 측정오차(測定誤差)를 설정(設定)하고 Batch 방법(方法)과 Mass balance 방법(方法)을 비교(比較)한 가설시험결과(假設試驗結果) Mass balance 방법(方法)이 측정오차(測定誤差)를 크게 줄일수 있을 것으로 판단(判斷)되었다. 이 가설시험(假設試驗)을 Wahiawa 토양(土壤) 0-20cm, 40-60cm, 100-120cm와 Salinas 토양(土壤) 0-15cm, 115-130cm 깊이에서 얻는 5개(個) 토양시료(土壤試料)에서 실증(實證)한 결과(結果) Mass balance방법(方法)은 모든 토양(土壤)에서 측정요차(測定誤差)를 경감(輕減) 시킬수 있었으며, 특(特)히 흡착력(吸着力)이 낮은 Wahiawa 토양(土壤) 100-120cm의 토양(土壤)에서 측정오차(測定誤差)를 크게 줄일 수 있었다.

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Recovery Process of Lactic Acid Using Two Distillation Columns

  • Kim, Joung-Yeon;Kim, Yo-Jin;Won;Gunter Wozny
    • Biotechnology and Bioprocess Engineering:BBE
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    • 제5권3호
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    • pp.196-201
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    • 2000
  • Lactic acid is of interest as the raw materials of polyactide that is a biodegradable polymer. For an effective purification of acid, batch distillation with the simultaneous reactions was used. Two Oldershow colums and reboilers were usde for fractionation of methanol and reactions. Two Oldershaw columns and reboilers were used for fractionation of methanol and reactions. Esterification reaction of lactic with methanol produced methyllactate and water. The productes of the esterification reaction, methl lactate and water were transported to the reboiler of the reproysis part. In hydroduced in the hydrolysis part and nureacter method lactic acid and methanol. Methanol produced in the hydroysis part and unreacted method lactic acid and methanol in the esterification part were separated by distillation and recycled to the revoiler of the esterification part so that the esterification reaction would be stimulated. Thus, pure lactic acid solution remained in the reboiler of the hydroysis part. The effect of the number of stages in column on the recovery yield was also inverstigated. In the operation with colums improved the fractionation of componets and stimulated the reactions in two parts.

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가상현실을 이용한 3차원 데이터 시각화 (Visualization of three-dimensional data with virtual reality)

  • 이재은;안소진;장대흥
    • 응용통계연구
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    • 제30권3호
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    • pp.345-362
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    • 2017
  • 자료 분석가가 대용량 데이터를 분석할 때 이해하기 쉽고 효과적으로 전달하기 위하여 다양한 데이터 시각화 방법들을 사용하고 있다. 그 중 3차원 그림은 2차원 화면상에서 입체로 표현하기 위하여 그림을 회전시켜야 한다. 이러한 단점을 보완하기 위하여 본 연구에서는 3차원 시각화 자료를 입체적으로 살펴보는 방법으로 가상현실을 이용한 두 가지 방식인 Batch method와 Real-time method를 제안하였다. 이 방법들을 통하여 3차원 시각화 자료를 입체적으로 살펴볼 때 3차원 구조를 좀 더 명확하게 확인할 수 있을 것이다.