• Title/Summary/Keyword: 동적진단

Search Result 416, Processing Time 0.026 seconds

Missing Value Estimation and Sensor Fault Identification using Multivariate Statistical Analysis (다변량 통계 분석을 이용한 결측 데이터의 예측과 센서이상 확인)

  • Lee, Changkyu;Lee, In-Beum
    • Korean Chemical Engineering Research
    • /
    • v.45 no.1
    • /
    • pp.87-92
    • /
    • 2007
  • Recently, developments of process monitoring system in order to detect and diagnose process abnormalities has got the spotlight in process systems engineering. Normal data obtained from processes provide available information of process characteristics to be used for modeling, monitoring, and control. Since modern chemical and environmental processes have high dimensionality, strong correlation, severe dynamics and nonlinearity, it is not easy to analyze a process through model-based approach. To overcome limitations of model-based approach, lots of system engineers and academic researchers have focused on statistical approach combined with multivariable analysis such as principal component analysis (PCA), partial least squares (PLS), and so on. Several multivariate analysis methods have been modified to apply it to a chemical process with specific characteristics such as dynamics, nonlinearity, and so on.This paper discusses about missing value estimation and sensor fault identification based on process variable reconstruction using dynamic PCA and canonical variate analysis.

Synthesis Technology of Functional Colloid Particles and Its Applications (기능성 콜로이드 입자의 제조기술 및 이의 응용)

  • Kang, Sung-Min;Choi, Chang-Hyung;Kim, Jongmin;Lee, Chang-Soo
    • Clean Technology
    • /
    • v.18 no.4
    • /
    • pp.331-340
    • /
    • 2012
  • Synthetic methods of colloids have been significantly developed in industry due to their significant demand for preparation of functional particles. Recently, dynamic/static microfluidic system has emerged as a promising route to the synthesis of the particles, providing precise control of physical and chemical properties such as size, shape, porosity, surface roughness, and surface functionality. These formed particles can be potentially used in various applications including medical diagnostics, photonic device, and biological industry. In addition, these particles provide a novel route to create new materials via their directed self-assembly, and it enable to study and predict the natural phenomenon by mimicking of the nature. Therefore, we describe recent progress for functional colloid particles and its applications.

전해질 내 방전 전극의 기포 막 두께에 따른 플라즈마 전력의 변화

  • Yun, Seong-Yeong;Gwon, Ho-Cheol;Kim, Gon-Ho
    • Proceedings of the Korean Vacuum Society Conference
    • /
    • 2010.02a
    • /
    • pp.443-443
    • /
    • 2010
  • 액체 표면을 전극으로 하는 플라즈마 방전은 생물학적 살균, 분해 처리 등에 필요한 UV 및 화학적 활성종의 생성에 유리하여 널리 활용되고 있다. 하지만 그 특성 등에 관한 연구는 액체막의 유동 및 기하학적 구조 상 진단의 제한으로 인하여 아직 미비한 상태이다. 전해질 내 방전은 전극 표면의 기포 막 에 인가되고 그 두께에 따라 변한다. 따라서 본 연구에서는 액상 전해질의 인가 전압 및 점성도를 독립적으로 조절하여 기포 막 크기와 인가 전력간의 관계와 이에 따른 전해질 내 플라즈마의 특성이 음극 글로우 방전임을 밝혔다. 실험에서는 전기 전도도 1.6-3.2 S/m의 NaCl 수용액 전해질에 양극성 전극을 삽입하고 350 kHz의 전압을 인가하여 플라즈마를 발생하였다. 인가된 전압은 230 - 280 V이며 전해질의 점성도는 젤라틴을 첨가하여 1E-4-1.1 kg/m${\times}$sec로 조절하였다. 기포 막의 두께 및 변화는 고속카메라를 통하여 관측하였으며 인가되는 전압 및 전류는 고전압 프로브와 전류 프로브를 통하여 관찰하였다. 기포 막은 전극표면에서 막 비등을 통하여 발생됨을 밝혔다. 인가 전력과 손실 열에너지간의 비율에 따라 기포막은 수축과 확장의 진동을 반복하였으며 전기 유체적 모델을 통하여 기포 막의 동적 거동에 따른 플라즈마에 인가된 전력의 변화를 정량적으로 분석할 수 있었다. 기포 막의 평균적인 두께는 인가 전압과 비례하여 약 $150\;{\mu}m$에서 $200\;{\mu}m$로 증가하였으며 진폭은 점성의 증가 시 약 $50\;{\mu}m$에서 $20\;{\mu}m$로 감소하였다. 순간적인 플라즈마 인가 전력은 평균적인 두께에 따른 평균적인 두께에 대해서는 15 - 20 W의 변화를 보였으나 진폭의 감소 시 17 - 70 W의 보다 큰 폭으로 증가하였다. 이를 통하여 점성도가 큰 조건에서 기포 막의 확장이 억제되어 방전이 유지됨을 알 수 있었다.

  • PDF

A Study on Development of Displacement Measurement System for Structure using a Laser and 2-D Arrayed Photo Sensors (레이저와 2차원 배열의 광전검출기를 이용한 구조물의 변위측정 시스템의 개발에 관한 연구)

  • Kang, Moon-Phil;Lee, Jin-Yi;Kim, Min-Soo;Kim, Dae-Jung;Choe, Won-Ha;Kang, Ki-Hun;Kim, Jong-Soo;Kim, Hoon
    • Journal of the Korean Society for Nondestructive Testing
    • /
    • v.22 no.1
    • /
    • pp.22-31
    • /
    • 2002
  • A Safety Monitoring System using a laser and 2-D arrayed photo sensors is developed. To monitor of the deformation and small rotation of structure the developed optical system using 2-D photo sensor array was used to detect the variation of optical orbit of laser which was induced by deformation of the structure. Also, an operating program to manage the system and an algorithm for the data acquisition and the database are introduced. In this study, we demonstrated the capabilities of this system by laboratory experiments before applying the system to the field.

Performance Modeling and Off-design Performance Analysis of A Separative Jet Turbofan Engine Using SIMULINK (SIMULINK를 이용한 분리형 노즐을 갖는 터보팬엔진 성능모델 구성 및 탈설계점 성능 해석)

  • Kong, Chang-Duk;Park, Gil-Su;Lee, Kyung-Sun
    • Proceedings of the Korean Society of Propulsion Engineers Conference
    • /
    • 2012.05a
    • /
    • pp.219-224
    • /
    • 2012
  • In this work, a steady-state performance modeling and off-design performance analysis of the 2-spool separate jet turbofan engine named BR715-56 which is a power plant for the narrow body commercial aircraft is carried out for engine performance behaviors investigation and condition monitoring using a commercial code MATLAB/SIMULINK. Firstly, the engine component maps of fan, high pressure compressor, high pressure turbine and low pressure turbine are generated from similar component maps using the scaling method, and then the off-design performance simulation model is constructed by the mass flow matching and the work matching between components. The model is developed using SIMULINK, which has advantages of easy steady-stare and dynamic modelling and user friendly interface function. It is found that the off-design performance analysis results using the proposed model are well agreed with the performance analysis results by GASTURB at various operating conditions.

  • PDF

Comparison and Analysis of Action Plans of GIAHS in the Four Countries of Orchards for GIAHS Listing and Conservation of Dokmoe Persimmon System (독뫼 감 농업의 GIAHS 등재 및 보전을 위한 4개국 과수 지역 GIAHS의 동적 계획 비교 및 분석)

  • Ahn, Seong Gyu;Jeon, Yushin;Kim, Young Jin;Seo, Hae Young;Kim, Jong Haeg;Lee, Wan-Seok
    • Journal of Korean Society of Rural Planning
    • /
    • v.30 no.2
    • /
    • pp.35-50
    • /
    • 2024
  • Dokmoe persimmon system in Changwon, designated as a Korea National Important Agricultural Heritage System is a unique agricultural heritage system, is a farming system carried out in the sloping semi-mountainous terrain of the low hills downstream of the Nagdong River. In this study, we analyzed the proposal submitted for registration by the orchard region GIAHS and analyzed the regional characteristics, agricultural characteristics, and threats to heritage conservation of Dokmoe persimmon system. Dokmoe persimmon system is located in a large city, so the threat of development was analyzed as a threat factor differentiated from other regions, and the development of the processing industry was analyzed as a common initiative for GIAHS in the orchard area. Based on this, we established a action plan for heritage conservation. The action plan consists of 4 main criteria, 6 plans, and 14 initiatives. Research on Dokmoe persimmon farming is now at the starting point, and this study will be able to contribute to registration of Dokmo persimmon system in GIAHS.

Structural Behavior of Slab in the Partial Demolition for the Apartment Remodeling (아파트 리모델링을 위한 부분해체에서 슬래브의 구조적 거동)

  • Choi, Hoon;Joo, Hyung Joong;Kim, Hyo Jin;Yoon, Soon Jong
    • Journal of the Korea institute for structural maintenance and inspection
    • /
    • v.16 no.2
    • /
    • pp.19-30
    • /
    • 2012
  • Due to the fact that the social environment is improved and the urban development is stabilized, the demand of new construction of apartment becomes slowdown. Accordingly, there are many researches to lengthen the service life of the existing apartment through the remodeling and its importance is continuously rising. However, reliable design specifications and guidelines for the design of remodeling with partial demolition are not provided yet in Korea. Specially, in the apartment remodeling, slab collapse accidents take major portion in all accidents that reported by Korean Government. It is very important to prevent intial crack of slab because intial crack could cause severe accident like collapse of all structure in a short period of time. The purpose of this study is to develop structural guidelines that could guarantee the structural safety and serviceability of slab structure and could be adopted in Korean remodeling with partial demolition. There are mainly two components to determine structural behavior of slab structure. One is the shape of slab structure and the other is load which is resisted by the slab structure. In this study, the weight per unit volume of concrete debris and concrete strength are estimated through the analysis of previous researches to recognize the relationship between the shape of slab and load that loaded on the slab. Accordingly, approximately 300 pieces of floor plan are collected and analyzed. The finite element analysis is conducted using these analyzed and estimated results. From the finite element analysis results, the limited stacking height of debris is suggested and the stacking method is also discussed. In addition, to find the relationship between movement of demolition equipment and structural behavior of slab, the static and dynamic loading tests are conducted. From the results of loading tests, the impact factor which will be considered in the remodeling design could be estimated.

A Study on Glomerular Filtration Rate Comparisons between Gates Method and Modified Gates Method used in Dynamic Renal Scintigraphy (동적 신장 신티그래피 검사 시 사용되는 Gates 법과 Modified Gates 법의 사구체 여과율 비교에 관한 고찰)

  • Ham, Jun-Cheol;Bahn, Young-Kag;Park, Min-Soo;Cho, Seok-Won;Lim, Han-Sang;Kim, Jae-Sam;Lee, Chang-Ho
    • The Korean Journal of Nuclear Medicine Technology
    • /
    • v.16 no.1
    • /
    • pp.96-101
    • /
    • 2012
  • Purpose: Glomerular filtration rate is an important index for assessment of renal function, early discovery of renal disease, and progress observation of chronic renal disease patients. In the present study, the objective is to conduct a comparative analysis of differences between Gates and Modified Gates method in dynamic renal scintigraphy based on MDRD (Modification of Diet Renal Disease) formula using blood collection. Materials and Methods: Renal scintigraphy was performed for 45 patients who visited our hospital between November 2010 and August 2011. For 20 patients of those tested, glomerular filtration rates from Gates method and MDRD formula using AGUS equipment, were compared. For the other 20 patients, glomerular filtration rates from Modified Gates method and MDRD formula using INFINIA equipment. Finally, Gates and Modified Gates method were compared for 5 patients who indicated no change in glomerular filtration rates from MDRD formula during progress observation. Results: Glomerular filtration rates from both Gates and Modified Gates method showed a high correlation with those from MDRD formula ($p$<0.01, r=0.903, r=0.867), with a paired difference mean for Gates method of $2.05{\pm}2.54mL/min/1.73m$, and that for Modified Gates method of $25.2{\pm}3.71mL/min/1.73m$. Finally, the values for Gates method and those for Modified Gates method showed a high correlation for the five patients ($p$<0.05, r=0.949), with a paired difference mean of $20.4{\pm}8.84mL/min/1.73m$. Conclusion: Glomerular filtration rates from Gates method, Modified Gates method and MDRD formula showed mutually high correlations. If the tests are performed with recognition for the correlations between Gates and Modified Gates method used in a dynamic renal scintigraphy, then an accurate assessment of renal function is considered possible with an improved diagnostic ability.

  • PDF

Assessment of Quantitative Analysis Methods for Lung F-18-Fluorodeoxyglucose PET (폐 종양 FDG PET 영상의 다양한 추적자 역학 분석 방법 개발과 유용성 고찰)

  • Kim, Joon-Young;Choi, Yong;Choi, Joon-Young;Lee, Kyung-Han;Kim, Sang-Eun;Choe, Yearn-Seong;Kim, Yong-Jin;Kim, Byung-Tae
    • The Korean Journal of Nuclear Medicine
    • /
    • v.32 no.4
    • /
    • pp.332-343
    • /
    • 1998
  • Purpose: The purpose of this study was to assess the diagnostic accuracy of various quantitation methods using F-18-fluorodeoxyglucose (FDG) in patients with malignant or benign lung lesion. Materials and Methods: 22 patients (13 malignant including 5 bronchoalverolar cell cancer; 9 benign lesions including 1 hamartoma and 8 active inflammation) were studied after overnight fasting. We performed dynamic PET imaging for 56 min after injection of 370 MBq (10 mCi) of FDG. Standardized uptake values normalized to patient's body weight and plasma glucose concentration (SUVglu) were calculated. The uptake rate constant of FDG and glucose metabolic rate were quantified using Patlak graphical analysis (Kpat and MRpat), three compartment-five parameter model (K5p, MR5p), and six parameter model taking into account heterogeneity of tumor tissue (K6p, MR6p). Areas under receiver operating characteristic curves (ROC) were calculated for each method. Results: There was no significant difference of rate constant or glucose metabolic rate measured by various quantitation methods between malignant and benign lesions. The area under ROC curve were 0.73 for SUVglu, 0.66 for Kpat, 0.77 for MRpat, 0.71 for K5p, 0.73 for MR5p, 0.70 for K6p, and 0.78 for MR6p. No significant difference of area under the ROC curve between these methods was observed except the area between Kpat vs. MRpat (p<0.05). Conclusion: Quantitative methods did not improve diagnostic accuracy in comparison with nonkinetic methods. However, the clinical utility of these methods needs to be evaluated further in patients with low pretest likelihood of active inflammation or bronchoalveolar cell carcinoma.

  • PDF

Investigation for Shoulder Kinematics Using Depth Sensor-Based Motion Analysis System (깊이 센서 기반 모션 분석 시스템을 사용한 어깨 운동학 조사)

  • Lee, Ingyu;Park, Jai Hyung;Son, Dong-Wook;Cho, Yongun;Ha, Sang Hoon;Kim, Eugene
    • Journal of the Korean Orthopaedic Association
    • /
    • v.56 no.1
    • /
    • pp.68-75
    • /
    • 2021
  • Purpose: The purpose of this study was to analyze the motion of the shoulder joint dynamically through a depth sensor-based motion analysis system for the normal group and patients group with shoulder disease and to report the results along with a review of the relevant literature. Materials and Methods: Seventy subjects participated in the study and were categorized as follows: 30 subjects in the normal group and 40 subjects in the group of patients with shoulder disease. The patients with shoulder disease were subdivided into the following four disease groups: adhesive capsulitis, impingement syndrome, rotator cuff tear, and cuff tear arthropathy. Repeating abduction and adduction three times, the angle over time was measured using a depth sensor-based motion analysis system. The maximum abduction angle (θmax), the maximum abduction angular velocity (ωmax), the maximum adduction angular velocity (ωmin), and the abduction/adduction time ratio (tabd/tadd) were calculated. The above parameters in the 30 subjects in the normal group and 40 subjects in the patients group were compared. In addition, the 30 subjects in the normal group and each subgroup (10 patients each) according to the four disease groups, giving a total of five groups, were compared. Results: Compared to the normal group, the maximum abduction angle (θmax), the maximum abduction angular velocity (ωmax), and the maximum adduction angular velocity (ωmin) were lower, and abduction/adduction time ratio (tabd/tadd) was higher in the patients with shoulder disease. A comparison of the subdivided disease groups revealed a lower maximum abduction angle (θmax) and the maximum abduction angular velocity (ωmax) in the adhesive capsulitis and cuff tear arthropathy groups than the normal group. In addition, the abduction/adduction time ratio (tabd/tadd) was higher in the adhesive capsulitis group, rotator cuff tear group, and cuff tear arthropathy group than in the normal group. Conclusion: Through an evaluation of the shoulder joint using the depth sensor-based motion analysis system, it was possible to measure the range of motion, and the dynamic motion parameter, such as angular velocity. These results show that accurate evaluations of the function of the shoulder joint and an in-depth understanding of shoulder diseases are possible.