• Title/Summary/Keyword: Statistical quality control

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Box Model Approach for Indoor Air Quality (IAQ) Management in a Subway Station Environment

  • Song, Jihan;Pokhrel, Rajib;Lee, Heekwan;Kim, Shin-Do
    • Asian Journal of Atmospheric Environment
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    • v.8 no.4
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    • pp.184-191
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    • 2014
  • Air quality in a subway tunnel has been crucial in most of the subway environments where IAQ could be affected by many factors such as the number of passengers, the amount and types of ventilation, train operation factors and other facilities. A modeling approach has been introduced to manage the general IAQ in a subway station. Field surveys and $CO_2$ measurements were initially conducted to analyze and understand the relationship between indoor and outdoor air quality while considering internal pollution sources, such as passengers and subway trains, etc. The measurement data were then employed for the model development with other statistical information. For the model development, the algorithm of simple continuity was set up and applied to model the subway IAQ concerned, while considering the major air transport through staircases and tunnels. Monitored $CO_2$ concentration on the concourse and platform were correlated with modeling results where the correlation values for the concourse and platform were $R^2=0.96$ and $R^2=0.75$, respectively. It implies that the box modeling approach introduced in this study would be beneficial to predict and control the indoor air quality in subway environments.

The effect of brain education-based exercise and KPEM manual therapy integrated program on sleep and quality of life in cancer patients (뇌교육 기반 운동 및 KPEM도수치료 통합 프로그램이 암환자의 수면과 삶의 질에 미치는 영향)

  • Byeong Kwan Kim;Min Gyu Sung;Hyun Jung Yang
    • Journal of Korean Physical Therapy Science
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    • v.30 no.1
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    • pp.10-22
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    • 2023
  • Background: The purpose of this study was to investigate the effect of brain education-based exercise and KPEM manual therapy integrated program on the sleep and quality of life of cancer patients. Design: Seventy subjects who were diagnosed with cancer and were undergoing treatment volunteered to participate in this study. All subjects used a nonequivalent control group pretest-posttest design for either the experimental group or the control group. In the final analysis, there were 25 subjects in the experimental group and 18 subjects in the control group. Methods: For 12 weeks, the experimental group performed brain education-based exercise (20 minutes) and KPEM manual therapy (50 minutes), and the control group performed basic physical therapy and autonomous exercise. For evaluation, the Korean version of the Pittsburgh Sleep Quality Index (PSQI-K) and the quality of life index were measured after intervention using the European Organization for Research and Treatment of Cancer (EORTC-3.0Ver). Effect between groups, time effect over time, and group*time interaction were analyzed through a pre-test before and after the 12-week intervention period, and repeated measure ANOVA after 12 weeks of the integrated program intervention. All statistical significance levels were set at α=.05. Results: The PSQI in the time effect (p=.001) and the group*time interaction (p<.001) were statistically significant. In terms of EORTC, QL2 and PF2 were significant in time effect (p=.024; p=.021) and group*time interaction (p=.007; p=.021), whereas in RF2, significance was only found in group*time interaction (p=.028). In symptom indicators, time effect was the only significant factor in FA, SL, AP, and CO, respectively (p=.002; p=.028; p=.041; p =.005) and in DY, there were significant differences in the time effect (p=.016) and group*time interaction (p=.002). Conclusion: The brain education-based exercise and KPEM manual therapy integrated program effectively improves the sleep and quality of life of cancer patients. It is considered that this exercise and therapy can be actively used as a psychological, emotional, and physically complementary physical therapy intervention to improve the quality of life of cancer patients.

The Effect of Laughter Therapy on Arthralgia, Ankylosis, Depression, and Sleep of Elderly Housebound Women with Osteoarthritis (웃음치료가 골관절염 재가여성노인의 관절통증, 관절강직, 우울 및 수면에 미치는 효과)

  • Kim, Chung Soon;Jang, Sook Hi;Cho, You Young
    • Journal of Korean Biological Nursing Science
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    • v.17 no.2
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    • pp.123-131
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    • 2015
  • Purpose: The purpose of this study was to examine the effect of laughter therapy on arthralgia, ankylosis, depression and sleep of elderly housebound women suffering from osteoarthritis. Methods: The study used a nonequivalent control group pretest-posttest design. The participants were 48 elderly women: 23 in the experimental group and 25 in the control group. The experimental group received laughter therapy twice a week for 4 weeks. The results were analyzed by using $X^2$-test, ANCOVA, and t-test with the SPSS/WIN 21.0 program. Results: The results showed that laughter therapy had a significant statistical effective in reducing arthralgia, ankylosis, and depression and improving the quality of sleep as evidenced by the differences between the two groups. Conclusion: The results of this study indicated that laughter therapy is an effective nursing intervention reducing arthralgia, ankylosis, and depression and improving the quality of sleep in these women. Therefore, it is necessary to develop laughter therapy as an independent nursing intervention for elderly women with osteoarthritis who are housebound.

The history and analysis of research trends in Journal of Korean Academy of Dental Administration (대한치과의료관리학회지의 역사와 연구경향 분석)

  • Hoon Kim;Soo-Jeong Hwang
    • Journal of Korean Academy of Dental Administration
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    • v.11 no.1
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    • pp.47-53
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    • 2023
  • This study aims to analyze the research trends of the Journal of Korean Academy of Dental Administration and identify the characteristics of the journal. The research was based on 10 academic journals from 2013 to 2022 and related documents. The type of paper, research method, statistical analysis, topic classification, and research subject of 65 papers were extracted and categorized. As a result, the distribution of paper types was as follows: research articles accounted for 83.2%, review articles for 12.3%. In terms of research methods, questionnaire surveys were used in 46.2% of the papers, literature reviews in 23.1%, and national data analysis in 7.7%. Research topics included dental manpower at 20.0%, infection control at 7.7%, dental information at 6.2%, patient safety at 6.2%, and oral health care quality at 6.2%. 72.3% of the papers were quantitative studies, and the majority of research subjects were dental hygienists or dental hygiene students, accounting for 26.2% of the total. The Journal of Korean Academy of Dental Administration covers topics such as dental healthcare marketing, dental healthcare organization and management, dental healthcare information, dental healthcare policy, dental healthcare insurance, dental healthcare quality management, patient safety, medical disputes, and infection control. The authors are also contributed by a variety of dental personnel, including dentists, dental hygienists, and dental technicians.

Preemptive Failure Detection using Contamination-Based Stacking Ensemble in Missiles

  • Seong-Mok Kim;Ye-Eun Jeong;Yong Soo Kim;Youn-Ho Lee;Seung Young Lee
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.18 no.5
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    • pp.1301-1316
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    • 2024
  • In modern warfare, missiles play a pivotal role but typically spend the majority of their lifecycle in long-term storage or standby mode, making it difficult to detect failures. Preemptive detection of missiles that will fail is crucial to preventing severe consequences, including safety hazards and mission failures. This study proposes a contamination-based stacking ensemble model, employing the local outlier factor (LOF), to detect such missiles. The proposed model creates multiple base LOF models with different contamination values and combines their anomaly scores to achieve a robust anomaly detection. A comparative performance analysis was conducted between the proposed model and the traditional single LOF model, using production-related inspection data from missiles deployed in the military. The experimental results showed that, with the contamination parameter set to 0.1, the proposed model exhibited an increase of approximately 22 percentage points in accuracy and 71 percentage points in F1-score compared to the single LOF model. This approach enables the preemptive identification of potential failures, undetectable through traditional statistical quality control methods. Consequently, it contributes to lower missile failure rates in real battlefield scenarios, leading to significant time and cost savings in the military industry.

Protozoa as an Indicator of Effluent Quality at Advanced Wastewater Treatment Plants (고도폐수처리장에서 원생동물을 이용한 수질예측)

  • Lee, Chan-Hyung;Moon, Kyung-Suk;Park, Sang-Jung;Lee, Eun-Ju;Cho, Jae-Keun;Jin, Ing-Nyol
    • Journal of Korean Society of Environmental Engineers
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    • v.28 no.4
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    • pp.389-396
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    • 2006
  • A quantitative survey of the protozoa microfauna at two advanced wastewater treatment plants has been carried out on a weekly basis. The abundance of the protozoa were compared with operating parameters and effluent quality using statistical procedures. The protozoa distribution indicated it seemed the composition of the influent wastewater and operating conditions of plant influenced the structure of protozoa in the plant. In statistical analysis, the distribution of protozoa showed the present operating condition of plant and predicted near-future effluent qualify. Enough data concerning protozoa, operating parameters and effluent has been gathered, the operator has a valuable tool for predicting plant performance and near-future data of effluent based on microscopic examination. Perhaps more importantly it can be used to actually control the plant to adjust the operating conditions to obtain the protozoal populations that have been shown to provide the best effluent quality.

Visual quality enhancement of three-dimensional photon-counting integral imaging using background noise removal algorithm (배경 잡음 제거 알고리즘을 적용한 3차원 광자 계수 집적 영상의 화질 향상)

  • Cho, Ki-Ok;Kim, Young jun;Kim, Cheolsu;Cho, Myungjin
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.7
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    • pp.1376-1382
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    • 2016
  • In this paper, we present a visual quality enhancement technique for conventional three-dimensional (3D) photon counting integral imaging using background noise removal algorithm. Photon counting imaging can detect a few photons from desired objects and visualize them under severely photon-starved conditions such as low light level environment. However, when a lot of photons are generated from background, it is difficult to detect photons from desired objects. Thus, the visual quality of the reconstructed image may be degraded. Therefore, in this paper, we propose a new photon counting imaging method that removes unnecessary background noise and detects photons from only desired objects. In addition, integral imaging can be used to obtain 3D information and visualize the 3D image by statistical estimations such as maximum likelihood estimation. To prove and evaluate our proposed method, we implement the optical experiment and calculate mean square error.

HPLC-based metabolic profiling and quality control of leaves of different Panax species

  • Yang, Seung-Ok;Lee, Sang Won;Kim, Young Ock;Sohn, Sang-Hyun;Kim, Young Chang;Hyun, Dong Yoon;Hong, Yoon Pyo;Shin, Yu Su
    • Journal of Ginseng Research
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    • v.37 no.2
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    • pp.248-253
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    • 2013
  • Leaves from Panax ginseng Meyer (Korean origin and Chinese origin of Korean ginseng) and P. quinquefolius (American ginseng) were harvested in Haenam province, Korea, and were analyzed to investigate patterns in major metabolites using HPLC-based metabolic profiling. Partial least squares discriminant analysis (PLS-DA) was used to analyze the the HPLC chromatogram data. There was a clear separation between Panax species and/or origins from different countries in the PLS-DA score plots. The ginsenoside compounds of Rg1, Re, Rg2, Rb2, Rb3, and Rd in Korean leaves were higher than in Chinese and American ginseng leaves, and the Rb1 level in P. quinquefolius leaves was higher than in P. ginseng (Korean origin or Chinese origin). HPLC chromatogram data coupled with multivariate statistical analysis can be used to profile the metabolite content and undertake quality control of Panax products.

Effects of Educational Program of Manual Lymph Massage on the Arm Functioning and the Quality of Life in Breast Cancer Patients (림프마사지 교육프로그램이 유방절제술환자의 상지 기능상태와 삶의 질에 미치는 효과)

  • Lee Eun Sook;Kim Sung Hyo;Kim Sun Mi;Sun Jeong Ju
    • Journal of Korean Academy of Nursing
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    • v.35 no.7
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    • pp.1390-1400
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    • 2005
  • Purpose: The purpose of this study was to determine the effect of EPMLM(educational program of manual lymph massage) on the arm functioning and QOL(quality of life) in breast cancer patients with lymphedema. Method: Subjects in the experimental group(n=20) participated in EPMLM for 6 weeks from June to July, 2005. The EPMLM consisted of training of lymph massage for 2 weeks and encourage and support of self-care using lymph massage for 4 weeks. The arm functioning assessed at pre-treatment, 2weeks, and 6weeks using Arm functioning questionnaire. The QOL assessed at pre-treatment and 6 weeks using SF-36. The outcome data of experimental group was compared with control group(n=20). The collected data was analyzed by using SPSS 10.0 statistical program. Result: The arm functioning of experimental group was increased from 2 weeks after(W=.224, p=.011) and statistically differenced with control group at 2 weeks(Z=-2.241, p=.024) and 6 weeks(Z=-2.453, p=.013). Physical function of QOL domain increased in experimental group(Z=-1.162, p=.050), also statistically differenced with control group(Z=-2.182, p= .030) at 6weeks. Conclusion: The results suggest that the educational program of manual lymph massage can improve arm functioning and physical function of QOL domain in breast cancer patients with lymphedema.

Effects of feeding ethanol on growth performances, carcass characteristics, and lipid metabolism of finishing Korean cattle (Hanwoo) steers

  • Choi, Chang Bon;Kwon, Hana;Hwang, Kyung Hyun;Lee, Hyun-Jeong;Kim, Jong Yeon
    • Asian-Australasian Journal of Animal Sciences
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    • v.32 no.3
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    • pp.366-374
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    • 2019
  • Objective: The purpose of this study was to determine the effects of feeding ethanol on growth performances, carcass characteristics, and lipid metabolism of finishing Korean cattle (Hanwoo) steers. Methods: Thirty (30) Hanwoo steers (average 25.1 months of age, body weight 660.1 kg) were assigned to three treatments: control (0% ethanol), E-3 (1.44% ethanol for 3 months), or E-5 (0.72% ethanol for 2 months followed by 1.44% ethanol for 3 months). The animals were allotted by treatment group into six pens and fed concentrate and perennial ryegrass. Ethanol (30%, v/v) was supplemented into drinking water twice a day to meet final concentrations based on average water consumption of finishing Hanwoo steers. Results: There were no statistical differences among the groups in final body weight, average daily gain, or carcass yield grade indices such as cold carcass weight, fat thickness, and loin area. The marbling score tended (p = 0.228) to increase with the highest score (6.7) in the E-5 group followed by 6.3 and 6.0 in E-3 and control groups, respectively. The appearance frequencies of quality grades of $1^{{+}{+}}$ (the best), $1^{+}$, 1, and 2, were; 30%, 50%, 0%, and 20% for control, 10%, 80%, 10%, and 0% for E-3, and 10%, 80%, 0%, and 10% for E-5 groups, respectively, indicating improvements of quality grades by feeding ethanol. Concentrations of serum glucose tended to decrease whereas those of insulin and non-esterified fatty acid to increase by feeding ethanol (E-3 and E-5; p>0.05). Conclusion: Feeding ethanol directly into drinking water of finishing Hanwoo steers stimulated lipogenesis in intramuscular adipose tissue (marbling) and thereby improved carcass quality grade. The serum metabolites results supported the hypothesis of lipolysis of existing adipose tissue, such as abdominal fats, and lipogenesis in intramuscular adipocytes.