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장단기 메모리 네트워크와 최소 평균 제곱 적응 필터를 활용한 능동 진동 제어 기법의 시스템 식별 성능 비교 연구
정호진,김혜진,김형모,조해성,김중관 한국항공우주학회 2023 韓國航空宇宙學會誌 Vol.51 No.7
This paper presents a comparative study of active vibration control methods through system identification. The focus is on optimizing the transfer function coefficients of the Least Mean Squares (LMS) adaptive filter and the data-based identification and prediction algorithm for hidden state with Long-Short Term Memory (LSTM). To compare the performance of the two system identification methods, a simple low pass system is used, and both methods show appropriate system identification and prediction performance with 0.005, 0.008 RMSE value with training data and 21dB, 27dB PSD reduction compared to original test data, respectively. This paper also shows system identification and data prediction performed for the rotor hub and control surfaces of a medium-sized rotary-wing aircraft, Using ABAQUS data. The results showed that the LMS adaptive filter achieved a 0.035 RMSE value with training data and a 8.78dB PSD decrease compared to the original test data, indicating appropriate system identification and prediction performance. However, the long-term memory structure experienced overfitting during training, indicating the need for network structure optimization. 최소 평균 제곱 (least mean squares, LMS) 적응형 필터의 전달 함수 계수 최적화와 장단기 메모리의 데이터 기반 hidden state 식별 및 예측 알고리즘을 활용하여 시스템 식별을 통한 능동 진동 제어 방법에 대한 비교 연구를 수행하였다. 두 시스템 식별 방법의 비교를 위해 단순 저역 통과 시스템을 먼저 고려하였으며, 두 방법 모두 적절하게 시스템 식별을 수행하여 훈련 데이터는 각각 0.005, 0.008의 RMSE 값을 보였으며 시험 데이터는 원 신호 대비 21dB, 27dB의 PSD 감소 효과를 보여 적절한 예측 성능을 보였다. 마지막으로 ABAQUS를 활용하여 중형 회전익 항공기의 로터 허브와 조종석에 대한 시스템 식별 및 데이터 예측을 수행하였다. 그 결과 LMS 적응형 필터는 0.035의 RMSE 값, 원 신호 대비 8.78dB의 PSD 감소를 보여 적절한 시스템 식별과 예측 성능을 확인하였으나 장단기 메모리 구조는 훈련 중 과적합 현상이 발생하여 네트워크 구조 최적화가 필요함을 확인하였다.
가족동거여부가 치과진료 수진률에 미치는 영향 : 제7기 국민건강영양조사 이용
정호진,김경민 대한통합의학회 2023 대한통합의학회지 Vol.11 No.4
Purpose : Although Korea’s health insurance system and access to medical care are well established compared to other countries, the rate of non-fulfillment of dental treatment is high. Medical use rates can be affected by economic characteristics, individual heatlh condtions, health concerns, and health behaviors. This study was implemented to investigate the effect of the middle-aged elderly people’s family living together on the dental examination rate and to use it as basic data for program development, research, and poicies to promote oral health. Methods : Raw data from the 7th national health and nutrition survey conducted by the Korea centers for disease control and prevention (2016~2018) were used and analyzed using SPSS 21.0 Version (IBM, United States). Results : As a result of the study family types accroding to general characteristics, the more women are (p<.001), the higther the age (p<.001), the lower the hosehold income level (p<.001), the lower the educational background (p<.001), the more people who live in Eup-Myeon (p<.001) It was fouend that the rate of living alone was high. The dental examination rate according to general characteristics was related to age (p<.001), income (p<.001), and educational background (p<.001), and the higher the examination rate was in the same (p<.001), and the higher the family living together (p<.001). Factors influencing whether or not dental treatment was not performed were in the following order: household income (p<.001), age (p=.001), and family type (p=.017). Conclusion : The above results confirmed the relationship between family membership and dental examination rates, and measures such as the development and operation of participatory programs to improve public oral health by resolving medical inequality and enhancing health equity, and it is believed that the development of professional manpower and the operation of education and programs for professionals are necessary.
수소화된 Si(111)위에서 가전자가 다른 여러 원자의 흡착 특성 연구
정호진,정석민 한국물리학회 2005 새물리 Vol.50 No.3
Using rst-principles calculations, we investigated the reactivities of adatoms with various valencies on hydrogenated Si(111) surfaces. We found that the reaction properties of adatoms have trends depended on the number of partially lled orbitals (n). Adatoms with n = 0 (Mg and Zn) did not interact with the surface, but adatoms with n = 1 (Na, Al, Cu, and Ag) weakly bonded to the surface without distinct surface reconstructions. On the other hand, adatoms with n > 2 (IV VI, and 3d transition metals) adsorb strongly on the surface. In this case the H atom can be segregated away from the surface without an energy barrier in adsorption.
Impact of Oral Health on Depression: Use of the 8th National Health and Nutrition Survey
정호진,이정화 대한의생명과학회 2023 Biomedical Science Letters Vol.29 No.4
In this study, we use data from the 2021 National Health and Nutrition Examination Survey to determine the relationship between oral health and depression in Korean adults and provide basic data to prevent oral diseases that affect depression. The final subjects of the study were 5,952 adults aged 19 or older among the 7,090 subjects who responded to the survey in the 3rd year of the 8th period (2021), and the total frequency discrepancy in the research results was omitted due to missing values. Complex sample logistic regression analysis was performed to confirm the relationship between oral health and depression. Depression according to general characteristics depends on gender (P < 0.001), number of household members (P = 0.047), and subjective health level (P < 0.001). Depression according to oral characteristics was statistically significant for complaints of chewing discomfort (P = 0.006) and toothache within the past year (P = 0.023). As a result of analyzing factors affecting depression, in terms of gender, men are 0.43 times more likely than women (95% CI: 0.28~0.65), and in terms of subjective health level, good compared to bad is 0.46 times more likely (95% CI: 0.28~0.75), the average was 0.59 times (95% CI: 0.40~0.87) higher, which was statistically significant. Therefore it seems necessary to improve mental health such as depression in order to relieve oral discomfort and to motive people to take responsibility for won health through oral health education programs related to oral health to oral health related to oral health and mental health.