• Title/Summary/Keyword: Data Disturbance

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A Study on Robust Identification Based on the Validation Evaluation of Model (모델의 타당성 평가에 기초한 로바스트 동정에 관한 연구)

  • Lee, Dong-Cheol;Chung, Hyung-Hwan;Bae, Jong-Il
    • Proceedings of the KIEE Conference
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    • 2000.07d
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    • pp.2690-2692
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    • 2000
  • In order to design a stable robust controller, nominal model, and the upper bound about the uncertainty which is the error of the model are needed. The problem to estimate the nominal model of controlled system and the upper bound of uncertainty at the same time is called robust identifcation. When the nominal model of controlled system and the upper bound of uncertainty in relation to robust identifcation are given, the evaluation of the validity of the model and the upper bound makes it possible to distinguish whether there is a model which explains observation data including disturbance among the model set. This paper suggests a method to identify the uncertainty which removes disturbance and expounds observation data by giving a probable postulation and plural data set to disturbance. It also examines the suggested method through a numerical computation simulation and validates its effectiveness.

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Power Quality Early Warning Based on Anomaly Detection

  • Gu, Wei;Bai, Jingjing;Yuan, Xiaodong;Zhang, Shuai;Wang, Yuankai
    • Journal of Electrical Engineering and Technology
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    • v.9 no.4
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    • pp.1171-1181
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    • 2014
  • Different power quality (PQ) disturbance sources can have major impacts on the power supply grid. This study proposes, for the first time, an early warning approach to identifying PQ problems and providing early warning prompts based on the monitored data of PQ disturbance sources. To establish a steady-state power quality early warning index system, the characteristics of PQ disturbance sources are analyzed and summed up. The higher order statistics anomaly detection (HOSAD) algorithm, based on skewness and kurtosis, and hierarchical power quality early warning flow, were then used to mine limit-exceeding and abnormal data and analyze their severity. Cases studies show that the proposed approach is effective and feasible, and that it is possible to provide timely power quality early warnings for limit-exceeding and abnormal data.

Effects of Symptom Severity and Symptom Interference on Sleep Disturbance in Cancer Patients (암환자의 증상 심각성과 증상관련 지장이 수면장애에 미치는 영향)

  • Kim, Kyunghee;Park, Da Hye;Park, Darlee;Ryu, Eunjung
    • Asian Oncology Nursing
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    • v.12 no.4
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    • pp.339-346
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    • 2012
  • Purpose: The purpose of this study was conducted to identify the impact of Symptom Severity and Symptom Interference on Sleep Disturbance among cancer patients. Methods: This study was conducted from October 8th to October 25th, 2012. One hundred eight cancer patients were recruited from S city in Korea. The instruments used in this study were the Symptom Severity, Symptom Interference and the Sleep Disturbance scales for patients with cancer. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficients and multiple regression with the SPSS/WIN 20.0 program. Results: The Sleep Disturbance for cancer patients showed a significant relationship with Symptom Interference and cancer stage. The significant factors influencing Sleep Disturbance were Symptom Severity and Symptom Interference. They explained 40.5% of the variance in stage IV. Conclusion: Patients with cancer experienced Symptom Severity and Symptom Interference which led to a negative effect on Sleep Disturbance. The results suggest that intervention programs to reduce Symptom Severity, Symptom Interference could improve Sleep Disturbance for cancer patients.

A Study of Cognitive Function and Psychiatric Disturbance in Normal Adults (정상인의 연식기능과 신경증경향에 관한 연구)

  • 정희숙
    • Journal of Korean Academy of Nursing
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    • v.14 no.2
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    • pp.47-54
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    • 1984
  • In an attempt to take Comprehensive nursing care the author tested cognitive function and psychiatric disturbance produced by normal adults. Mini-mental state and simple reaction time were tested and general health questionnaire was conducted two hundred subjects. The data were analyzed statistically and the results follow: 1. The score of mini-mental state of the elderly group was less significant than that of the younger group in the tests of cognitive dysfunction. The score of MMS of the female group, the illiteracy group less significant than that of other groups in the test of cogntive dysfunction. 2. Reaction time of the elderly group was slower than that of the younger group. Reaction time of the female group was slower than that of the male group. Reaction time of the illiteracy group was the slowest & the unskilled group was slower than that of the other groups. 3. As a result of the results of psychiatric disturbance the score of general health questionnaire of the elderly group was significantly higher than that of the younger group in the tests of psychiatric disturbance. The test of psychiatric disturbance sho-wed that the score of general health questionnaire of the female group was significantly higher than that of the male group in the tests of psychiatric disturbance. The illiteracy group was the highest in the psychiatric disturbance among other groups and the unskilled group was significantly higher than the other groups. 4. Education had higher correlation to mini-men-tat state, while age negative correlation in comparison with other variables age had higher correlation to reaction time, while education had negative correlation in comparison with other variables. Sex had low correlation in these tests.

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The Effect of Pain in Patients with Ankylosing Spondylitis on Sleep Disturbance: Focusing on the Mediating Effect of Fatigue (강직성 척추염 환자의 통증이 수면장애에 미치는 영향: 피로의 매개효과를 중심으로)

  • Cho, Ok-Hee;Lim, Jong Mi;Hwang, Kyung-Hye
    • Journal of muscle and joint health
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    • v.25 no.2
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    • pp.104-111
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    • 2018
  • Purpose: The purpose of this study was to investigate the mediating effect of fatigue on the relationship between pain and sleep disturbance in patients with ankylosing spondylitis. Methods: The subjects of this study were 109 patients with ankylosing spondylitis who visited the rheumatology department in a university hospital. Subjects completed structured questionnaires measuring pain, sleep disturbance, and fatigue. Data were analyzed using t-test, Pearson's correlation coefficients, and 3-step regression analysis. Results: Pain was positively correlated with fatigue (r=.60, p<.001) and sleep disturbance (r=.45, p<.001). Fatigue was positively correlated with sleep disturbance (r=.55, p<.001) and had a mediating effect on the relationship between pain and sleep disturbance. Conclusion: The findings confirm that pain in patients with ankylosing spondylitis affects fatigue and its accumulation has a mediating effect on increasing the level of sleep disturbance. In clinical practice, education on symptom management for patients with ankylosing spondylitis needs to be provided for encouraging proper exercise and rest. Patient education should also include strategies to reduce fatigue and promote sleep in daily lives in addition to pain management.

Sleep Disturbance in Prostate Cancer Patients (전립선암환자의 수면장애)

  • Jun, Seong-Sook;Kim, Dong-Hee;Kim, Min-Young
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.17 no.2
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    • pp.169-176
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    • 2010
  • Purpose: This study was done to investigate clinical characteristics and risk factors for sleep disturbance in patients with prostate cancer. Method: Participants were recruited from P hospital outpatient clinic from March 23 to April 20, 2006, and 101 participants completed a questionnaire assessing general and clinical characteristics, sleep quality, physical symptoms and psychological symptoms such as anxiety and depression. The data was analyzed using the SPSS 12.0 program. Results: In this study, 29.7% of the patients reported sleep disturbance. Cancer diagnosis related factors which affected sleep disturbance were onset (55.3%) and aggravation (83.3%). Habitual sleep efficiency of patients with sleep disturbance was as follows: bedtime was 10 PM, wake-up time was 6AM, sleep duration was six hours and twenty minutes. Risk factors for the presence of sleep disturbance included metastasis, the presence of intestinal symptoms, depression and anxiety. Conclusion: Sleep disturbance is a frequent problem associated with prostate cancer and seems to be influenced by aggravation of illness and the presence of physical and psychological symptoms.

Adaptive State Feedback Control System of DC Motors with Periodic Random Disturbance (주기적 확률외란을 갖는 DC 전동기의 적응형 상태궤환 제어시스템)

  • Jeong, Sang-Chul;Kim, Jun-Su;Cho, Hyun-Cheol;Lee, Hyung-Ki
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.57 no.6
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    • pp.1036-1041
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    • 2008
  • Periodic disturbance is practically occurred in several engineering applications, especially in data storage systems. However, recently addressed controls for such problem were mostly dealt with its deterministic nature, which is rarely practical in real-time implementation. We present an adaptive control approach for DC motor systems with periodic stochastic disturbance whose frequency and magnitude are both random variables. We establish adaptive state feedback control which is linearly composed of nominal and corrective control parameter matrices. The former is derived from a nominal system model voiding disturbance and the latter is constructed from a disturbed system model by using Lyapunov stability theory. We carry out computer simulation to evaluate the proposed control methodology and compare to the recently addressed control method to demonstrate its superiority.

Study on the Disturbance Applied to Launcher Hatch by Ship Motions (함정운동에 의해 발사대 해치에 작용하는 외란에 관한 연구)

  • Byun, Young-Chul;Kang, E-Sok
    • Journal of Institute of Control, Robotics and Systems
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    • v.19 no.12
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    • pp.1111-1118
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    • 2013
  • In this paper, the disturbance applied to launcher hatch by ship motions is introduced to identify the vertical ship motion disturbance. Basically, ship motions are comprised of 6 degrees of freedom: roll, pitch, yaw, heave, surge and sway. In the case of the shipboard launcher hatch the coupled pitch, heave and roll are significant motions to be transformed to a vertical direction motion. The maximum acceleration values are obtained from the vertical motion model and the ship motion data in accordance with ship type and hatch location on the ship. We verify that the maximum pitch motion mainly influences the launcher hatch and also present the quantity of the maximum load disturbance by the ship's motion acceleration.

Combined effect of work from home and work during nonwork time on sleep disturbance

  • Jiyoung Lim;Hyundong Lee;Jae Bum Park;Kyung-Jong Lee;Inchul Jeong;Jaehyuk Jung
    • Annals of Occupational and Environmental Medicine
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    • v.35
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    • pp.28.1-28.12
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    • 2023
  • Background: Owing to the coronavirus disease 2019 pandemic, being exposed to work from home and work during nonwork time simultaneously can lead to sleep disturbance; however, their combined effect is unclear. We aimed to investigate the combined effect of work from home and work during nonwork time on sleep disturbance. Methods: This study used data from the Sixth Korean Working Condition Survey and included 27,473 paid workers. Logistic regression analysis was conducted to investigate the relationship between work from home, work during nonwork time, and sleep disturbance according to sex. We re-classified participants into 4 groups based on their working from home (No/Yes) and working during nonwork time (No/Yes). The relative excess risk due to interaction was calculated to examine the effect of exposure to both telecommuting and non-regular work hours on sleep disturbance. Results: Workers exposed to work from home and work during nonwork time had significantly higher risks of sleep disturbance for all, men, and women workers (OR [95% CI]: 1.71 [1.46-2.02], 1.79 [1.43-2.23], and 1.64 [1.29-2.08] for work from home and 3.04 [2.70-3.42], 3.61 [3.09-4.22], and 2.41 [2.01-2.90] for work during nonwork time, respectively). Compared to those who were not exposed to both factors, when workers had both job factors, the ORs (95% CI) of sleep disturbance for all, men, and women were 3.93 (2.80-5.53), 5.08 (3.21-8.03), and 2.91 (1.74-4.87), respectively. The relative excess risk due to interaction of work from home and work during nonwork time was not significant for sleep disturbance. Conclusions: Work from home and work during nonwork time were each associated with sleep disturbance, but the interaction between the two factors on sleep disturbance was not observed in both men and women.

Convergence Factors Influencing Sleep Disturbance of Benign Prostate Hyperplasia Patients (전립선비대증 환자의 수면장애 융합적 영향요인)

  • Ahn, Min-Kweon
    • Journal of the Korea Convergence Society
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    • v.8 no.12
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    • pp.179-187
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    • 2017
  • The purpose of this study was to identify factors influencing sleep disturbance among benign prostate hyperplasia (BPH) patients in South Korea. A trained reporter filled out the questionnaire by explaining and reading the sentences to 164 BPH patients in J city. The questionnaire consisted of international prostate symptom score (IPSS), anxiety, depression, sleep disturbance. There was a statistically significant difference in sleep disturbance of participants according to income, regular exercise, and number of disease. There were statistically significant correlations between sleep disturbance and IPSS (r=.45, p<.001), anxiety (r=.59, p<.001), depression (r=.42, p<.001). The influential factors for sleep disturbance were anxiety (${\beta}=.41$, p<.001), income (${\beta}=-.36$, p<.001), IPSS (${\beta}=.28$, p=.021). These factors accounted for 41.2% of the variance in sleep disturbance. The result of this study can be used as a basic data for development of a management strategy considering convergent relationship between IPSS and anxiety in order to decrease sleep disturbance of BPH patients.