• 제목/요약/키워드: musculoskeletal system disorders

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체중 분포 패턴을 이용한 자세 판별 시스템 (Discrimination system using weight distribution patten)

  • 김현우;안병구;정도운
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2015년도 춘계학술대회
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    • pp.374-375
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    • 2015
  • 현대인들은 잘못된 자세와 버릇으로 인하여 근골격계 구조의 변형이 발생하고 지속적인 비정상 자세의 경우 근골격계 질환으로 발전되어 일상생활에 불편함을 가져다 준다. 근골격계질환은 피로감, 통증, 감각마비, 경련의 증상으로 시작되어 움직임장애, 기능저하, 기형등으로 발전된다. 본 논문에서는 좌식 생활에서 발생되는 비정상 자세와 버릇을 무구속, 무자각적인 방법으로 판단할 수 있는 시스템을 구현하였다. 착석부에 8개의 압력센서를 배치하여 체중의 분포를 통하여 자세를 판단하였으며 일생생활 중 많이 발생하는 1가지의 정상 자세와 8종류의 비정상 자세 판단할 수 있었다. 구현된 시스템의 성능 평가를 위해 자세 판단 실험을 진행하였으며, 그 결과 97%의 높은 성능을 확인하였다.

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손 힘 사용 측정 FSA 시스템의 성능 평가 (Evaluation of the FSA Hand Force Measurement System)

  • 정기효;유희천;권오채
    • 대한인간공학회지
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    • 제24권2호
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    • pp.45-49
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    • 2005
  • The FSA(Force Sensitive Application) system measures hand force by using force resistance sensors. Compared to conventional hand force measurement systems such as Lafayette hand dynamometer and Jamar hydraulic hand dynamometer, the FSA system can be applied to analyze use of hand forces while the hand is manipulating objects for a task, However, the measurement performance of the FSA system has not been objectively evaluated. The present study tested the FSA system in terms of stability, repeatability, accuracy, and linearity. It is shown that the FSA system has good stability (CV$\leq$0.02) and linearity($R^2$=0.82), but has low repeatability(CV=$0.11{\sim}0.19$) and accuracy(22% of underevaluation on average). This performance result indicates that measurements from the FSA system should be used for relative comparison rather than for absolute comparison.

마우스 사용시 전완지지대의 인간공학적 평가 (Ergonomic Evaluation of a Forearm Supporter for a Mouse)

  • 배동철;장성록;정재훈;진상은
    • 한국안전학회지
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    • 제20권2호
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    • pp.169-174
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    • 2005
  • 최근 산업현장 전반에 걸쳐 작업관련성 근골격계질환의 발생이 증가하고 있으며 그 피해의 규모도 점점 확대되어 가고 있다. 뿐만 아니라, 과거에는 주로 중량물 취급 또는 단순반복적인 작업등에 의해서 발생하였지만 최근에는 대부분의 생산현장에서 컴퓨터를 이용한 자동화가 이루어지고 가정용 PC가 널리 보급됨에 따라 컴퓨터의 사용과 관련한 근골격계질환의 발생이 증가하고 있다. 많은 사람들이 컴퓨터의 사용과 관련한 불편함 및 통증을 호소하면서 각종 보조도구들이 개발 및 판매되고 있으나 대부분 그 효과가 입증되지 않은 상태로 사용되고 있어서 오히려 이러한 보조도구의 사용이 근골격계질환의 발생위험성을 더 높아지게 할 수도 있다. 본 연구에서는 마우스 사용 시 보조도구로 이용되는 전완 지지대의 사용에 대하여 그 효과를 실험을 통하여 평가하였다. 본 실험에서는 Borg's scale과 근전도(Electromyography : EMC)를 이용하여 측정하였으며 분산분석(Analysis of Variance : ANOVA)을 통해 유의성을 검증하였다. 측정자료를 분석한 결과 전완지지대'의 사용이 오히려 작업의 효율을 떨어뜨리고 작업자가 느끼는 불편함 및 통증의 정도와 근육의 활동량을 증가시킴을 알 수 있었다.

작업관련성 근골격계 질환의 국내 연구동향분석 (Research Trends of Work-Related Musculoskeletal Disorders in Korean Literature)

  • 고연석;박상훈;이정한;차윤엽;정원석;신병철;전찬용;고호연;선승호;장보형;송윤경;고성규
    • 한방재활의학과학회지
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    • 제23권2호
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    • pp.95-104
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    • 2013
  • Objectives : The purpose of this study is to analyze internal research trends of work-related musculoskeletal disorders(WMSDs) and provide problems of researches forward. Methods : 6 Korean databases were searched for articles of WMSDs published from 2000 to 2012, and 264 research were systematic reviewed. An analytical method was used descriptive statistics, an actual number and percentage. Results : The results of distribution by year were reported more than 20 articles after 2004, and 45 articles in 2009. Industrial classification distribution of research subjects the manufacturing industry was many most at the 84. Research contents in most description were 147 whether it was risk factor and relation. Research design type of articles was most description survey research 226. In the research field 89 articles were reported to the journal related to technologies. Conclusions : It is considered to be necessary that ergonomic approach would cooperate with other approaches such as integrated health management system as well as industrial medicine considering psychosocial factors.

Relationship Between Psychological Factors and Pain Intensity in Temporomandibular Disorders with or without Central Sensitization: A Cross-Sectional Observational Study Using Multiple Regression Analysis

  • Sebastian Eustaquio Martin Perez;Isidro Miguel Martin Perez;Jose Andres Diaz Cordova;Leidy Milena Posada Cortes
    • Journal of Oral Medicine and Pain
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    • 제48권3호
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    • pp.87-95
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    • 2023
  • Purpose: To quantify the relationship between perceived pain intensity and psychological variables in a sample of participants with temporomandibular disorder, with or without central sensitization (CS). Methods: A cross-sectional study with nonprobability convenience sampling was conducted from January 1, 2022, to June 30, 2023. Pain intensity (Numeric Pain Rating Scale), anxiety (State-Trait Anxiety Questionnaire, STAI), catastrophizing (Pain Catastrophizing Scale, PCS), perceived stress (Perceived Stress Scale, PSS), and sleep quality (Pittsburgh Sleep Quality Index, PSQI) were assessed. Statistical analysis was performed using IBM SPSS Statistics for Windows, Version 20.0 (IBM Co.), which included descriptive and normality analyses and the calculation of strength of multiple correlational regression. Results: A total of 52 (n=34 female 65.4%; n=18 male 34.6%) subjects with diagnosis of temporomandibular disorders (TMD) were finally included. A total of 26 participants (n=26, 50.0%) were cases suffered from CS (TMD-CS mean=46.62±11.24) while the remaining participants (n=26, 50.0%) were the controls (TMD-nCS mean=26.77, standard deviation [SD]=8.42). The pain intensity was moderate in both groups TMDCS (mean=7.62, SD=0.83) and TMD-nCS (mean=7.05, SD=0.86), anxiety (TMD-CS STAI mean=53.27, SD=11.54; TMD-nCS STAI mean=49, SD=11.55), catastrophizing (TMD-CS PCS mean=46.27, SD=9.75; TMD-nCS PCS mean=26.69, SD=4.97), perceived stress (TMDCS PSS mean=30.35, SD=4.91; TMD-nCS PSS mean=26.12, SD=6.60) and sleep quality (TMD-CS PSQI mean=15.81, SD=3.65; TMD-nCS PSQI mean=12.77, SD=2.76) levels were measured in both groups. In TMD-CS and TMD-nCS, higher anxiety levels were moderately and significantly associated with greater pain intensity β=0.4467 (t=2.477, p=0.021) and β=0.5087 (t=2.672, p=0.014). Nevertheless, catastrophizing, perceived stress and sleep quality were not associated to pain intensity in neither of group. Conclusions: In both TMD-CS and TMD-nCS patients, elevated anxiety levels were moderately and significantly associated with increased pain intensity. However, heightened levels of pain catastrophizing, perceived stress, and poor sleep quality were not significantly associated with increased pain intensity in either of the two analyzed groups.

ACGIH Hand Activity Level TLV®의 현장 적용 및 평가 (Field Application and Evaluation of the ACGIH Hand Activity Level TLV®)

  • 김부욱;우지훈;강동묵;신용철
    • 한국산업보건학회지
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    • 제16권2호
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    • pp.81-90
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    • 2006
  • The Strain Index(SI) has been commonly used to evaluate the musculoskeletal disorders(MSDs) of upper extremities. Recently, the American Conference of Governmental Industrial Hygienists(ACGIH) adopted the Threshold Limit Value for hand activity level (HAL TLV) focused on the hand, wrist, and forearm. The MSDs risks of 37 repetitive works conducted at an automobile climate control system manufacturing factory were evaluated using both the HAL TLV and the SI, and the results by two methods were compared. Also, measured repetitive frequencies of upper limbs joint were mesured using electromyogram and electrogoniometer. The evaluation results of the HAL were related with the repetitive frequency data of upper limbs joint by electrogoniometer, and the NPF was related with %MVC of ECU. The evaluation result of HAL TLV was highly related with the SI score(r=0.66, p<0.01). Of total 37 tasks, 25 tasks(67.6%) were exceeded the TLV and 34 tasks(91.9%) exceeded the SI limit. Although there was a high relationship between the HAL TLV and SI score, the HAL TLV underestimated the risk in comparison with the SI. The correlation coefficients(r) between the HAL TLV data and the repetitive frequency of upper limbs joint were 0.45~0.55(p<0.01). The MSD symptoms was significantly different between high risk groups and low risk groups evaluated by HAL TLV(p<0.01), but was not different between two groups by SI. In conclusion, the HAL TLV is a proper tool for repetitive works.

Development of YOLO-based apple quality sorter

  • Donggun Lee;Jooseon Oh;Youngtae Choi;Donggeon Lee;Hongjeong Lee;Sung-Bo Shim;Yushin Ha
    • 농업과학연구
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    • 제50권3호
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    • pp.373-382
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    • 2023
  • The task of sorting and excluding blemished apples and others that lack commercial appeal is currently performed manually by human eye sorting, which not only causes musculoskeletal disorders in workers but also requires a significant amount of time and labor. In this study, an automated apple-sorting machine was developed to prevent musculoskeletal disorders in apple production workers and to streamline the process of sorting blemished and non-marketable apples from the better quality fruit. The apple-sorting machine is composed of an arm-rest, a main body, and a height-adjustable part, and uses object detection through a machine learning technology called 'You Only Look Once (YOLO)' to sort the apples. The machine was initially trained using apple image data, RoboFlow, and Google Colab, and the resulting images were analyzed using Jetson Nano. An algorithm was developed to link the Jetson Nano outputs and the conveyor belt to classify the analyzed apple images. This apple-sorting machine can immediately sort and exclude apples with surface defects, thereby reducing the time needed to sort the fruit and, accordingly, achieving cuts in labor costs. Furthermore, the apple-sorting machine can produce uniform quality sorting with a high level of accuracy compared with the subjective judgment of manual sorting by eye. This is expected to improve the productivity of apple growing operations and increase profitability.

작업자세와 Push-Pull 작업에 따른 작업부하 측정에 관한 연구 (The Study of Work Load by the Working Posture and the Push-Pull Work)

  • 심정훈;이상도
    • 한국산업경영시스템학회:학술대회논문집
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    • 한국산업경영시스템학회 2002년도 춘계학술대회
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    • pp.63-68
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    • 2002
  • This study performed to evaluated musculoskeletal disorders(MSDs) during sitting work. The musculskeletal system is affected by various work factors such as strength, weight, posture, repetition, duration and exertion. Ergonomic study on sitting work is necessary to evaluate these factors affecting human body. But the strength and work load data by the work factors are insufficient in Korea. Therefore, this study evaluated the work load using the elcctromyogram(EMG) and measured the arm strength by arm posture and push pull work during sitting work. to evaluated muscle load, the vertical height and horizontal angle of arm were adjusted around acromion. And EMG data were recorded on pc during the test.

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미용업 종사자의 사고재해 경험 및 사용제품의 안전 인식도에 관한 연구 (Study on Experience of Industrial Accidents and Awareness Level for Beauty Product Safety of Beauty Industry Employee)

  • 최서연;허국강;박동현
    • 대한안전경영과학회지
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    • 제14권4호
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    • pp.59-70
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    • 2012
  • This study compared data regarding industrial accidents and awareness level for beauty product safety for four main parts of beauty industry such as hair-care, nail-care, skin-care, and make-up. Major risk factors in beauty industry are dust, musculoskeletal disorders, and organic solvent of beauty product in order of percentage. The specific types of industrial accidents in beauty industry are mainly associated with musculoskeletal system such as cuts, sprain, and varicose vein. They are mainly compensated by personal budget. The awareness levels of chemical and heavy metal containment for beauty product by beauty industry employee were 77.2% and 59.1% respectively. Most employee confirmed only important items of labelling requirement of beauty product. Also, most employee did not understand MSDS(Materila Safety Data) for chemicals used in beauty industry. Only 38.1% of beauty industry employee has had safety education while most employee (73.6%) realized that they needed safety education. Also, safety education supervised by KOSHA(Korea Occupational Safety and Health Agency) was the most preferred. This study would be good basis for safe and healthy working environment of beauty industry employee.

자화침 시스템을 이용한 경락전위 유발효과 및 근피로 회복 평가 (Evaluation of Muscle Fatigue Recovery Effect and Meridian Potential Change using Magnetic Acupuncture System)

  • 김수병;박선우;안순재;이나라;이승욱;민세은;김영호;이용흠
    • Korean Journal of Acupuncture
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    • 제29권1호
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    • pp.83-92
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    • 2012
  • Objectives : The purpose of this research was to develop the magnetic acupuncture system which used solenoid coil for magnetizing acupuncture needle. The system could generate the meridian electric potential (MEP) similar to the potential by manual acupuncture. Thus, we tried to confirm the therapeutic effect that is caused by the MEP generation. Methods : To confirm the MEP, we stimulated the magnetic acupuncture with at 2Hz, $92.7{\pm}2mT$, PEMFs (Pulsed Electro-Magnetic Fields) at ST37 and measured the evoked potential between ST36 and ST41. Also, we conducted a fatigue recovery test using isokinetic exercise in order to identify the therapeutic effect on musculoskeletal disorders. We chose LR9 as a stimulation point. To observe the state of fatigue, we measured the EMG and analyzed median frequency and peak torque for 20minutes. Results : We observed that MEP which incurred from magnetic acupuncture was higher than he reported MEP induced by manual acupuncture. Moreover, its modes were divided into two types by the direction of magnetic flux. When generating magnetic flux in the direction of acupoint, the positive peak voltage of the MEP was generated. In contrast, negative peak voltage of the MEP was generated whenever meganetic flux generated in the outward direction. As a result of fatigue recovery, the median frequency (MF) of the magnetic acupuncture group were recovered faster than that of the non-stimulation group. However, the peak torques of both groups were not restored until after 20 minutes. Conclusions : We confirmed that the magnetic acupuncture system can lead to the MEP similar to manual acupuncture. Moreover, the MEP had a therapeutic effect on the musculoskeletal disorders.