• 제목/요약/키워드: Experimental Design Technique

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MEC 산업용 IoT 환경에서 경매 이론과 강화 학습 기반의 하이브리드 오프로딩 기법 (Hybrid Offloading Technique Based on Auction Theory and Reinforcement Learning in MEC Industrial IoT Environment)

  • 배현지;김승욱
    • 정보처리학회논문지:컴퓨터 및 통신 시스템
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    • 제12권9호
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    • pp.263-272
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    • 2023
  • 산업용 IoT는 대규모 연결을 통해 데이터 수집, 교환, 분석과 함께 산업 분야의 생산 효율성 개선에 중요한 요소이다. 그러나 최근 산업용 IoT의 확산으로 인해 트래픽이 폭발적으로 증가함에 따라 트래픽을 효율적으로 처리해줄 할당 기법이 필요하다. 본 논문에서는 산업용 IoT 환경에서 성공적인 태스크 처리율을 높이기 위한 2단계 태스크 오프로딩 결정 기법을 제안한다. 또한, 컴퓨팅 집약적인 태스크를 셀룰러 링크를 통해 이동 엣지 컴퓨팅(Mobile Edge Computing: MEC) 서버로 오프로드 하거나 D2D(Device to Device) 링크를 통해 근처의 산업용 IoT 장치로 오프로드 할 수 있는 하이브리드 오프로딩(Hybrid-offloading) 시스템을 고려한다. 먼저 1단계는 태스크 오프로딩에 참여하는 기기들이 이기적으로 행동하여 태스크 처리율 향상에 어려움을 주는 것을 방지하기 위해 인센티브 메커니즘을 설계한다. 메커니즘 디자인 중 McAfee's 메커니즘을 사용하여 태스크를 처리해주는 기기들의 이기적인 행동을 제어하고 전체 시스템 처리율을 높일 수 있도록 한다. 그 후 2단계에서는 산업용 IoT 장치의 불규칙한 움직임을 고려하여 비정상성(Non-stationary) 환경에서 멀티 암드 밴딧(Multi-Armed Bandit: MAB) 기반 태스크 오프로딩 결정 기법을 제안한다. 실험 결과로 제안된 기법이 기존의 다른 기법에 비해 전체 시스템 처리율, 통신 실패율, 후회 측면에서 더 나은 성능을 달성할 수 있음을 보인다.

평행식 진동탄환 암거 천공기의 연구(III)-견인력, 토크, 동력 및 모멘크에 관한 모형시험- (A Study on Balanced -type Oseillating Mole-Drainer(III)-Model Test for Draft Force, Torque, Power and Moment)

  • 김용환
    • Journal of Biosystems Engineering
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    • 제1권1호
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    • pp.1-6
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    • 1976
  • This paper is the third one of the study on balanced type oscillating mole-drainer, the first one was presented in No 9. Gyeongsang College Report and the second one in Vol. 17, No.4 of the KSAE. In the first part of this study, the characteristics of traction forces between the nonoscillating earth working equipments and oscillating ones was compared. A model of the balanced type oscillating mole-drainer, which composed of a mechanism that may reduce the machine vibration, was designed following the dimensional analysis and similitude technique. The model test was carried out to clarify the balancing mechanism of the oscillating parts and other parts of the machine. In the light of the results from the model tests, a prototype machine was made for experimental purpose. Results from the field test by a reported in the near future. In the second report, the model tests were carried out under the same soil conditions, i.e, . oscillating frequency, running velocity, and oscillating amplitude, etc. It was clear that use of balanced type oscillating model could substantially reduce the vibration of the whole system of the machine, when compared with the nonoscillating type model. In this paper(the third report), results of investigation on the traction force, power requirement, and moment. etc, is presented. Analysis of variance technique was used for analyzing the effect of the frequency, amplitude, and running velocity on the draft force, torque, power requirements, and moments. The results obtained from the model tests are as follows, 1) By practicing a balanced-type oscillating mole-drainer, it was possible to reduce the traction resistance by 55.1-61. 2 percent of traction resistance, however, was 1.75 - 1.95 times greater than the value of resistance which was induced by use of a mole-drainer with single bullet. The resistance of rear shank against soil was considered as a main causing factor of the above results. 2) As the oscillation frequency was increased, the traction resistance was decreased. Considering on the effect of oscillation the greater the amplitude, and the slower the running velocity was, the greater the reduction ratio of traction resistance was. 3) The ratio of the traction resistance of oscillating mole-drainer to that of non-oscillating one could be represented as a function of dimensionless variable (V/$Af$). The results from the tests were well agreed with the reported results from the experim ents on oscillation plow or hoe. 4) By taking a lower value of (V/$Af$), reducing the traction resistance was possible. This fact meant, however, that the efficiency of mole drain practice would be lower. 5) It was experimentally confirmed under the same condition of soil that the variable (R/$rD1^3$) could be represented as a function of a variable($V^2/gD$) when a non\ulcornerocillating mole-drainer was used. 6) When a oscillating mole-drainer was used, the variable(R/$rD_1^{3}$) could be represented as a function of two variables ($v^2/gD_1$) and (V^2/gD_1$). 7) The torque was not affected by a change of frequency. However, a relation of proportionality existed between torque and amplitude, running velocity, and ratio of bullet diameter. When a balanced type oscillating mole-drainer with two bullets was used, torque was increased by 52.8-78. 4 percent and total power requirement was also increased. 8) Total power requirement was increased linearly in accordance with the increasing frequency, 41.96 percent of total power was used for oscillating action. The magnitude of total power requirement was 1. 8-9. 4 times greater than that of a non-oscillating mechanism. In the view point of power requirement, it was not advisable to increase the frequency, amplitude, running velocity, and ratio of bullet diameter at the same time. 9) Only the positive moment occured in the rear shank. Change of the diameter of a rear bullet, could not affect the balancing against the soil resistance. It was necessary for rear bullet to have a large resistance against soil only when the rear bullet was in backward motion. 10) Within an extent of the experimental base, optimum limits for several design factors were A=0.5cm, $f$=22.5Hz, V=O. 05m/sec, and $\lambda$=1.0 By adapting these values traction resistance was reduced by 40 percent and vibration acceleration wa s reduced by 60 percent. Even though the total , power requirements for operating a balanced type oscillation mechanism was greater ~than that of non-oscillating one, using a oscillating mechanism would be more effective. Because a balanced type oscillating mechanism is used, tractive resistance will be reduced and then the lighter . tractive equipment could be used.

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임상 간호사의 교대근무 기간이 circadian rhythm 변화에 미치는 영향 (Effect of Shift Interval for the Clinical Nurse on the Circadian Rhythm)

  • 황애란;정현숙;임영신;이혜원;김조자
    • 대한간호학회지
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    • 제21권2호
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    • pp.129-149
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    • 1991
  • Circadian rhythm is entrained in the 24-hour time interval by periodic factors in the environment, known as zeitgeber. But most rotating work schedules are outside the range of the entrainment of the pacemaker timing the human circadian sleep - wake cycle. It has been postulated that physiological and emotional disturbances occur in most human functions when the circadian rhythm is disturbed. So application of circadian principles to the design of shift schedules can aid in maintaining the temporal integrity of the circadian system and thereby minimize for the shift worker any detrimental consequences of circadian disruption. This study was a quasi-experimental study to test the effect of shift intervals for the clinical nurse on the circadian rhythm. Twenty nurses newly employed in general units of two hospitals were selected as an experimental group and twelve college nursing students as a control group. Both groups were selected according to an established criteria using a purposive sampling technique. Ten subjects were assigned to a weekly shift group and another ten to a biweekly shift group engaged in a semi -continuous shift schedule(sunday off) with a backward direction, that is, morning -evening - night shift. The control group worked a morning shift for 42 days. Oral temperature rhythm, waking tim, sleep - wake cycle, fatigue, and mental performance were measured during the experimental period. The data collection period was from April 30, 1990 to June 10, 1990. MANOVA, paired t-test, ANOVA, and Student Newman Keuls method were used for statistical analysis. The results are summarized as follows. 1. Phase delay in the acrophase of temperature rhythm was shown according to the backward rotating shift. A complete adaptation to work on the night shift was achieved between the sixth and ninth day of the night shift. 2. There was no difference in either waking time or sleep- wake cycle according to the duration of the working day for every shift group. Significant difference was found in the waking time and the sleep -wake cycle for subjects on the morning, evening, and night shift in both of the shift groups(weekly shift group : λ=0.121, p<0.01, λ=0.112, p<0.01, biweekly shift group : λ=0.116, p<0.01, λ=0.084, p<0.01). 3. There was no difference in fatigue between the first working day and the last working day for the control group and for the biweekly shift group. In the weekly shift group, physical fatigue was significantly different for the first day and the sixth day of the night shift(t=-2.28, p<0.05). Physical fatigue and total fatigue on the first day of the night shift showed a significant difference among the control group, the weekly shift group, and the biweekly shift group(F=5.79, p<0.01, F=4.56, p<0.05). There was a significant difference between the shift groups and the control group(p<0.05), Physical fatigue, neurosensory fatigue and total fatigue on the last day of the night shift showed a significant difference among the control group, the weekly shift group, and the biweekly shift group(F=12.65, p<0.01, F=7.77, p<0.01, F=9.68, p<0.01). There was a significant difference between the shift groups and the control group(p<0.05). 4. No difference in mental performance was seen between the first day and the last day of work in each case. An arithmatic test on the first day of the night shift revealed a significant difference among the control group, the weekly shift group, and the biweekly shift group(F=3.79, p<0.05). There was a significant difference between the shift groups and the control group(p<0.05) . The digital symbol substitution test and the arithmetic test on the last day of the night shift showed a significant difference among the control group, the weekly shift group, and the biweekly shift group(F=3.68, p<0.05, F=5.55, p<0.01), and both showed a significant difference between the shift groups and the control group(p<0.05). Accordingly, this study showed that during night duty, the waking time, sleep- wake cycle, and fatigue increased and mental performance decreased compared with morning and evening duty. It was also found that the weekly shift group had a higher fatigue score on the sixth day of night duty as compared to the -first day, but the waking time, sleep- wake cycle, and mental performance revealed no difference for the duration of the night duty or between shift groups, and complete adaptation of temperature rhythm was achieved between the sixth and ninth day of night duty. It is possible to conclude from these results that for intermediate circadian type in a healthy young woman, a biweekly shift system is more compatible with the circadian timing system than weekly shift system.

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Effect of choline chloride supplementation on milk production and milk composition of Etawah grade goats

  • Supriyati, Supriyati;Budiarsana, I. Gusti Made;Praharani, Lisa;Krisnan, Rantan;Sutama, I. Ktut
    • Journal of Animal Science and Technology
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    • 제58권8호
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    • pp.30.1-30.12
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    • 2016
  • Background: The effect of choline chloride supplementation through forced drinking combined with concentrate diets containing Ca-fish oil on milk production and milk composition of Etawah Grade goats was evaluated. Choline chloride is an essential component in ruminant diets as it is required for fat metabolism. Method: The experiment was conducted in a completely randomized block design with three types of treatments and eight replications. The trial had two successive experimental periods; the first, during the eight weeks of late pregnancy, and the second, during the first 12 weeks of lactation. Twenty-four Etawah Grade does in the second gestation period were divided into three treatment groups. Commercial choline chloride 60 % in corncobs-based powder was used as a source of choline chloride. The treatments were no supplementation (control) and supplemented with either 4 g or 8 g/2days of choline chloride. Choline chloride was given to the animals through a forced drinking technique, after dissolving it in 60 ml drinking water. The initial body weight of does was $38.81{\pm}3.66kg$. The does were penned individually, and were given fresh chopped King Grass ad libitum and 700 g/day of concentrate diets containing Ca-fish oil, starting eight weeks prior to expecting kidding and continuing for 12 weeks of parturition. Results: All nutrient intakes were not significantly different (p > 0.05) among the treatments during the late pregnancy and the lactation periods. Supplementation did not affect (p > 0.05) the average daily gains and feed conversion ratio during pregnancy but gave effects (p < 0.05) on the average daily gains, feed conversion ratio and income over feed cost during lactation. The highest average daily milk yields and 4 % fat corrected milk yields were found in goats supplemented with 4 g/2days of choline chloride and increased by 17.00 % and 24.67 %, respectively, compared to the control. Moreover, milk composition percentage and milk constituent yields improved significantly (p < 0.05) in those supplemented with 4 g/2days of choline chloride. Conclusion: The supplementation of 4 g/2days of choline chloride through forced drinking increased milk yields, the 4 % fat corrected milk yields, milk composition, milk constituent yields, and improved feed conversion ratio and income over feed cost of Etawah Grade goats.

Self-Efficacy as a Predictor of Self-Care in Persons with Diabetes Mellitus: Meta-Analysis

  • Lee, Hyang-Yeon
    • 대한간호학회지
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    • 제29권5호
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    • pp.1087-1102
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    • 1999
  • Diabetes mellitus, a universal and prevalent chronic disease, is projected to be one of the most formidable worldwide health problems in the 21st century. For those living with diabetes, there is a need for self-care skills to manage a complex medical regimen. Self-efficacy which refers to one's belief in his/her capability to monitor and perform the daily activities required to manage diabetes has be found to be related to self-care. The concept of self-efficacy comes from social cognitive theory which maintains that cognitive mechanism mediate the performance of behavior. The literature cites several research studies which show a strong relationship between self-efficacy and self-care behavior. Meta-analysis is a technique that enables systematic review and quantitative integration of the results from multiple primary studies that are relevant to a particular research question. Therefore, this study was done using meta-analysis to quantitatively integrate the results of independent research studies to obtain numerical estimates of the overall effect of a self-efficacy with diabetic patient on self-care behaviors. The research proceeded in three stages : 1) literature search and retrieval of studies in which self-efficacy was related to self-care, 2) coding, and 3) calculation of mean effect size and data analysis. Seventeen studies which met the research criteria included study population of adults with diabetes, measures of self-care and measures of self-efficacy as a predictive variable. Computation of effect size was done on DSTAT which is a statistical computer program specifically designed for meta-analysis. To determine the effect of self-efficacy on self-care practice homogeneity tests were conducted. Pooled effect size estimates, to determine the best subvariable for composite variables, metabolic control variables and component of self-efficacy and self-care, indicated that the effect of self-efficacy composite on self-care composite was moderate to large. The weighted mean effect size of self-efficacy composite and self-care composite were +.76 and the confidence interval was from +.66 to +.86 with the number of subjects being 1,545. The total for this meta-analysis result showed that the weighted mean effect sizes ranged from +.70 to +1.81 which indicates a large effect. But since reliabilities of the instruments in the primary studies were low or not stated, caution must be applied in unconditionally accepting the results from these effect sizes. Meta-analysis is a useful took for clarifying the status of knowledge development and guiding decision making about future research and this study confirmed that there is a relationship between self-efficacy and self-care in patients with diabetes. It, thus, provides support for nurses to promote self-efficacy in their patients. While most of the studies included in this meta-analysis used social cognitive theory as a framework for the study, some studies use Fishbein & Ajzen's attitude model as a model for active self-care. Future research is needed to more fully define the concept of self-care and to determine what it is that makes patients feel competent in their self-care activities. The results of this study showed that self-efficacy can promote self-care. Future research is needed with experimental design to determine nursing interventions that will increase self-efficacy.

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L형 수제주변 흐름특성 변화에 대한 실험연구 (Experimental Study on Flow Characteristic of L-type Groyne)

  • 강준구;여홍구;김성중
    • 한국수자원학회논문집
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    • 제41권7호
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    • pp.653-667
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    • 2008
  • 본 연구는 변형수제 중 하나로서 "ㄱ" 모양을 갖는 L형 수제(L-type Groyne)에 대한 수리실험 연구이다. 연구 목적은 수제설계를 위한 기초자료인 수제주변(수로부, 수제역)의 흐름특성을 파악하는 것이다. 이를 위해 수리실험을 통하여 수제설계의 주요 수리특성인 주수로의 유속변화, 흐름중심선의 변화 및 흐름분리영역을 분석하였다. 본 연구에서 흐름중심선은 수로내의 최대유속이 발생되는 유선으로 정의하였으며 흐름분리영역은 본류영역인 주흐름과 수제영역인 재순환영역(recirculation zone)의 경계를 나타낸다. 5가지 수제 팔길이 조건에 대하여 유속을 변화시키면서 수리실험을 수행하였고, LSPIV(Large Scale Particle Image Velocimetry)기법을 적용하여 수제주변 흐름장을 측정 및 분석하였다. 실험결과 주흐름의 유속은 최대 1.5배 증가되는 것으로 나타났으며 수제 팔길이의 영향은 적었다. 흐름중심선의 폭은 수로폭의 $55{\sim}58%$ 구간으로 변화되었으며 흐름중심선과 흐름분리영역은 Froude 수에 큰 변화를 보이지 않는 것으로 나타났다.

이동체 데이타베이스를 위한 통합 색인의 설계 및 구현 (Design and Implementation of Unified Index for Moving Objects Databases)

  • 박재관;안경환;정지원;홍봉희
    • 한국정보과학회논문지:데이타베이스
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    • 제33권3호
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    • pp.271-281
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    • 2006
  • 최근 PDA, 휴대폰, 노트북, GPS, RFID와 같은 모바일 장치의 발달과 범용적인 사용으로 위치 기반 서비스(LBS: Location Based Service)에 대한 요구가 점점 증대되고 있다. 위치 기반 서비스의 핵심 기술로는 이동체의 위치를 저장 및 관리하기 위한 이동체 데이타베이스를 들 수 있다. 이러한 데이타베이스는 이동체 정보를 빠르게 검색하기 위해 색인을 필요로 하며, 이 색인은 다수의 이동체에 의해 갱신되는 업데이트를 관리하고 실시간으로 위치를 추적할 수 있어야 한다. 따라서 이동체 데이터베이스를 위한 색인은 실시간 처리를 위해서 메인 메모리에서 동작하는 색인의 구조를 가져야 하며, 다수 이동체의 위치 정보를 관리하기 위해 색인의 일부분을 메모리에서 디스크로 이동하거나 디스크에서 메모리로 로딩하는 기법을 지원해야 한다. 이 논문에서는 이러한 색인의 요구 조건을 충족시키기 위해서 메인 메모리와 디스크를 연동하는 통합색인 기법과 메모리 공간 부족 시에 색인의 일부를 디스크로 이동시키는 이주 정책들을 제시하였다 이주 정책은 디스크 I/O를 줄이기 위해 노드 단위가 아닌 서브트리 단위로 이동하도록 함으로써, 벌크 연산 및 동적 클러스터링의 효과를 얻게 된다. 통합 색인은 이주 정책에 따라 다른 형태로 구성될 수 있으며, 본 논문에서는 Oldest Node 정책과 LRU Buffer 정책을 적용하였다. 또한 통합 색인을 구현하고, 각 이주 정책 별로 실험 평가를 수행하여 성능을 측정하였다

디지털 임피던스 영상 시스템의 설계 및 구현 (Design and Implementation of Digital Electrical Impedance Tomography System)

  • 오동인;백상민;이재상;우응제
    • 대한의용생체공학회:의공학회지
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    • 제25권4호
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    • pp.269-275
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    • 2004
  • 인체내부의 각 조직은 서로 다른 저항률(resistivity)분포를 가지며, 조직의 생리학적, 기능적 변화에 따라 임피던스가 변화한다. 본 논문에서는 주로 기능적 영상을 위한 임피던스 단층촬영 (EIT, electrical impedance tomography) 시스템의 설계와 구현 결과를 기술한다. EIT 시스템은 인체의 표면에 부착한 전극을 통해 전류를 주입하고 이로 인해 유기되는 전압을 측정하여, 내부 임피던스의 단층영상을 복원하는 기술이다. EIT 시스템의 개발에 있어서는 영상복원의 난해함과 아울러 측정시스템의 낮은 정확도가 기술적인 문제가 되고 있다. 본 논문은 기존 EIT 시스템의 문제점을 파악하고 디지털 기술을 이용하여 보다 정확도가 높고 안정된 시스템을 설계 및 제작하였다. 크기와 주파수 및 파형의 변화 가능한 50KHz의 정현파 전류를 인체에 주입하기 위해 필요한 정밀 정전류원을 설계하여 제작한 결과, 출력 파형의 고조파 왜곡(THD, total harmonic distortion)이 0.0029%이고 진폭 안정도가 0.022%인 전류를 출력 할 수 있었다. 또한, 여러개의 정전류원을 사용함으로써 채 널간 오차를 유발하던 기존의 시스템을 변경하여, 하나의 전류원에서 만들어진 전류를 각 채널로 스위칭하여 공급함으로써 이로 인한 오차를 줄였다. 주입전류에 의해 유기된 전압의 정밀한 측정을 위해 높은 정밀도를 갖는 전압측정기가 필요하므로 차동증폭기, 고속 ADC및 FPGA(field programmable gate array)를 사용한 디지털 위상감응복조기 (phase-sensitive demodulator )를 제작하였다. 이때 병렬 처리를 가능하게 하여 모든 전극 채널에서 동시에 측정을 수행 할 수 있도록 하였으며, 제작된 전압측정기의 SNR(signal-to-noise ratio)은 90dB 이다. 이러한 EIT 시스템을 사용하여 배경의 전해질 용액에 비해 두 배의 저항률을 가지는 물체(바나나)에 대한 기초적인 영상복원 실험을 수행하였다. 본 시스템은 16채널로 제작되었으나 전체를 모듈형으로 설계하여 쉽게 채널의 수를 늘릴 수 있는 장점을 가지고 있어서 향후 64채널 이상의 디지털 EIT시스템을 제작할 계획이며, 인체 내부의 임피던스 분포를 3차원적 으로 영상화하는 연구를 수행 할 예정이다.

빙점이하에서 과일쥬스의 밀도측정방법 및 예측모델 (Density Measurement Technique and Prediction Model of Fruit Juices under Freezing Point)

  • 배동호;최용희
    • Current Research on Agriculture and Life Sciences
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    • 제6권
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    • pp.163-169
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    • 1988
  • 본 연구는 식품의 동결시 동결기구의 설계 및 동결에너지의 효율적인 운용등을 위하여 동결상태에서 과일쥬스의 농도 및 온도변화에 따른 밀도변화를 예측하기 위하여 수행되었다. 10, 15, 20, 25, 30, 35, 40%농도의 Orange Juice, Apple Juice, Grape Juice 및 Sucrose Solation을 시료로 하여 온도강하에 의해 동결팽창되는 부위를 제거하므로써 거기에 따른 무게변화를 $-5^{\circ}C$에서 $-40^{\circ}C$까지의 온도범위에서 $5^{\circ}C$ 간격으로 각각 측정하여 밀도를 산출하였다. 그리고, Heldman의 식을 이용하여, 위의 농도와 온도범위에서 각 과일쥬스와 Sucrose Solution의 Unfrozen water fraction을 계산하였다. 실험을 통해 측정된 밀도데이타와 Unfrozen water fraction 데이타를 최적화 컴퓨터 프로그램을 이용하여 10%에서 40%까지의 농도범위와 $-5^{\circ}C$에서 $-40^{\circ}C$까지의 온도범위에서 Orange Juice, Apple Juice, Grape Juice 및 Sucrose Solution의 밀도를 예측할 수 있는 모델을 수립하였다.

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토양 분리 박테리아에 의한 2,4-Dichlorophenoxyacetic산의 분해 최적화 (Statistical Optimization for Biodegradation of 2,4-Dichlorophenoxyacetic Acid by Soil Isolated Bacterium)

  • Kim, Byunghoon;Myunghee Han;Sungyong Cho;Sungjin Ahn;Lim, Sung-Paal;Sunkyun Yoo
    • 한국미생물·생명공학회지
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    • 제31권1호
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    • pp.83-89
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    • 2003
  • 2,4-D는 자연에서 잘 분해되지 않아 환경에 대하여 심각하게 문제를 일으키지만 널리 사용되고 있는 제초제이다. 이 연구는 광주광역시 인근 지역 과수원에서 분리한 균주 중 가장 높은 2.4-D분해 활성을 보이는 균주를 선정하여, 동정한 결과 Aeromonas sp.로 판명된 균주를 가지고 표면 반응법(Response Surface Methodology)을 이용하여 2,4-D 분해를 최대화하기 위한 중요한 변수들인, pH,온도, 영양분의 농도들의 최적조건을 고찰하였다. 2,4-D분해에 많은 영향을 미치는 변수는 영양분의 농도로 밝혀졌으며, 통계 분석결과 2,4-D분해 최적 조건은 pH 6.5, 온도 $31.8-32.1^{\circ}C$, 영양분 29.6-30.1 g/1로 밝혀졌다.