• Title/Summary/Keyword: Storage-function method

검색결과 319건 처리시간 0.102초

빅데이터를 이용한 독거노인 돌봄 AI 대화형 말동무 아가야(AGAYA) 로봇 시스템에 관한 연구 (A Study on Interactive Talking Companion Doll Robot System Using Big Data for the Elderly Living Alone)

  • 송문선
    • 한국콘텐츠학회논문지
    • /
    • 제22권5호
    • /
    • pp.305-318
    • /
    • 2022
  • 본 연구는 4차 혁명기술의 핵심인 AI 기술을 활용한 대화형 AI 토이 로봇의 독거노인 돌봄에 대한 효과성에 주목하고, 보다 인간 중심적인 돌봄으로의 개인화, 맞춤화에 기여할 수 있도록 R&D를 통한 '아가야'라는 AI 토이 로봇을 개발하였다. R&D 작업은 활용 중인 AI 스피커와 AI 대화 인형의 기능을 고찰, 현재 AI 로봇을 사용 중인 총 6명의 독거노인과의 인터뷰, 독거노인의 AI 대화 로봇 사용 현황과 효과성, 한계성, 개선점 등을 파악한 후 진행되었다. 첫째, P-TTS 기술을 적용하여 듣고 싶은 사람의 음성을 자율적으로 선택하여 들음으로써 심리적 친밀감을 강화하고 둘째, 추억저장 및 소환기능으로 자신만의 심적 치유를 가능케 하며 셋째, 눈, 코, 입, 귀, 손의 5감의 다양한 역할을 추가하였고 넷째, 따뜻한 체온 유지, 아로마, 살균 및 미세먼지 제거부, 편리한 충전방식 등의 기술을 개발하였다. 이러한 기술들은 친밀감, 개인화 지향을 통한 독거노인의 대화형 로봇에 대한 사용을 확대하고, 돌봄의 수혜자라는 수동적인 프레임에서 벗어나 스스로 남은 노후를 생산적이고 독립적으로 기획할 수 있는 긍정적 이미지의 독거 노인상을 구축하는데 기여한다.

Naive Bayes-LSTM 기반 예지정비 플랫폼 적용을 통한 화물 상차 시스템의 운영 안전성 및 신뢰성 확보 연구 (On the Parcel Loading System of Naive Bayes-LSTM Model Based Predictive Maintenance Platform for Operational Safety and Reliability)

  • 황선우;김진오;최준우;김영민
    • 대한안전경영과학회지
    • /
    • 제25권4호
    • /
    • pp.141-151
    • /
    • 2023
  • Recently, due to the expansion of the logistics industry, demand for logistics automation equipment is increasing. The modern logistics industry is a high-tech industry that combines various technologies. In general, as various technologies are grafted, the complexity of the system increases, and the occurrence rate of defects and failures also increases. As such, it is time for a predictive maintenance model specialized for logistics automation equipment. In this paper, in order to secure the operational safety and reliability of the parcel loading system, a predictive maintenance platform was implemented based on the Naive Bayes-LSTM(Long Short Term Memory) model. The predictive maintenance platform presented in this paper works by collecting data and receiving data based on a RabbitMQ, loading data in an InMemory method using a Redis, and managing snapshot DB in real time. Also, in this paper, as a verification of the Naive Bayes-LSTM predictive maintenance platform, the function of measuring the time for data collection/storage/processing and determining outliers/normal values was confirmed. The predictive maintenance platform can contribute to securing reliability and safety by identifying potential failures and defects that may occur in the operation of the parcel loading system in the future.

Development of Management Guidelines and Procedure for Anthropometric Suitability Assessment: Control Room Design Factors in Nuclear Power Plants

  • Lee, Kyung-Sun;Lee, Yong-Hee
    • 대한인간공학회지
    • /
    • 제34권1호
    • /
    • pp.29-43
    • /
    • 2015
  • Objective: The aim of this study is to develop management guidelines and a procedure for an anthropometric suitability assessment of the main control room (MCR) in nuclear power plants (NPPs). Background: The condition of the MCR should be suitable for the work crews in NPPs. The suitability of the MCR depends closely on the anthropometric dimensions and ergonomic factors of the users. In particular, the MCR workspace design in NPPs is important due to the close relationship with operating crews and their work failures. Many documents and criteria have recommended that anthropometry dimensions and their studies are one of the foremost processes of the MCR design in NPPs. If these factors are not properly considered, users can feel burdened about their work and the human errors that might occur. Method: The procedure for the anthropometric suitability assessment consists of 5 phases: 1) selection of the anthropometric suitability evaluation dimensions, 2) establishment of a measurement method according to the evaluation dimensions, 3) establishment of criteria for suitability evaluation dimensions, 4) establishment of rating scale and improvement methods according to the evaluation dimensions, and 5) assessment of the final grade for evaluation dimensions. The management guidelines for an anthropometric suitability assessment were completed using 10 factors: 1) director, 2) subject, 3) evaluation period, 4) measurement method and criteria, 5) selection of equipment, 6) measurement and evaluation, 7) suitability evaluation, 8) data sharing, 9) data storage, and 10) management according to the suitability grade. Results: We propose a set of 17 anthropometric dimensions for the size, cognition/perception action/behavior, and their relationships with human errors regarding the MCR design variables through a case study. The 17 selected dimensions are height, sitting height, eye height from floor, eye height above seat, arm length, functional reach, extended functional reach, radius reach, visual field, peripheral perception, hyperopia/myopia/astigmatism, color blindness, auditory acuity, finger dexterity, hand function, body angle, and manual muscle test. We proposed criteria on these 17 anthropometric dimensions for a suitability evaluation and suggested an improvement method according to the evaluation dimensions. Conclusion: The results of this study can improve the human performance of the crew in an MCR. These management guidelines and a procedure for an anthropometric suitability assessment will be able to prevent human errors due to inadequate anthropometric dimensions. Application: The proposed set of anthropometric dimensions can be integrated into a managerial index for the anthropometric suitability of the operating crews for more careful countermeasures to human errors in NPPs.

물류시스템 구성요인에 관한 실태분석과 개선방안에 관한 연구 (A Study on Improving Scheme and An Investigation into the Actual Condition about Components of Physical Distribution System)

  • 김경조
    • 유통과학연구
    • /
    • 제7권4호
    • /
    • pp.47-56
    • /
    • 2009
  • 전자부품생산 중·소 제조업체의 물적유통시스템의 효율성과 합리성을 향상시키기 위한 개선방안과 성력화, 정보화 내지 국제화 등의 기업환경변화에 대응해 물적유통을 전략적 측면의 「제3의 이윤원」으로 활용하도록 하는데 필요한 자료를 제공하기 위해서 2009년 6월부터 2009년 8월까지 약 3개월간의 기간을 거쳐 문헌조사방법과 설문지 조사방법을 병행하여 자료를 수집하였다. 연구조사 대상기업으로는 전자부품생산 제조업체 가운데 중·소기업을 중심으로 서울지역에서 27개사, 광주지역에서 10개사, 부산지역에서 12개사, 기타지역에서 10개사, 총 59개사를 선정하여 실태분석을 한 결과 물적유통시스템 구성요인의 효율성과 합리성을 향상시키기 위한 방안으로는 제품부문에서 고객과의 관계지향성을, 시장부문에서는 유통경로구조의 변경과 컨소시엄을 통한 자체 브랜드 개발 및 국내·외 시장에서의 판매계획을, 보관·창고부문의 경우에는 대기업과 연계할 수 있는 방안과 제3자 물류운영체계로의 전환 그리고 정부의 지원을, 수송부문에서는 철도수송의 활용과 「일괄수송협동체계」 내지 전국적인 「네트워크」망 구축 및 단위화물의 적정화를, 포장부문에서는 「유닛 로드 시스템」을 통한 포장규격화와 표준화 및 포장에 대한 전문업체의 교육프로그램 내지 포장기기에 대한 기술혁신이 선행되어야 하며, 재고부문의 경우에는 최고경영자 내지 담당자의 재고에 대한 새로운 접근인식을, 정보 및 컴퓨터 부문에서는 전산화의 정도가 유통 부분간에 상당한 차이가 있지만 궁극적으로 유통분야를 하나로 통합할 수 있는 「통합물류정보서비스(OSS:One-Stop-Service)」망의 구축을, 물류비구성부문에서는 「물류비 산정통일기준」의 제정 및 보급과 확립을, 마지막으로 물적유통시스템부문에서는 전문인력과 투자재원의 확보 및 아웃소싱의 활용을 들 수 있겠다. 결국 물적유통시스템의 합리적인 관리방안은 그 구성요인들의 체계화에 달려있다고 할 수 있으며 그 범위가 워낙 광대함으로 개별 경제적 입장에서 다루기보다는 사회경제적 관점하에서 전체적인 물적유통시스템을 체계화하는 방안으로 접근해야 할 것이다. 그리고 연구의 분석 틀을 가지고 전자부품 생산업체의 물적유통시스템을 개개의 요인으로 나누어 실태분석을 한 결과, 시사점으로는 ① 물적유통시스템의 구성요인이 통합물적유통 시스템으로 흐르지 않는 한 그 구성요인의 운영이 효율적으로 이루어지지 않을 것이다. ② 물적유통분야가 단순한 원가비용절감 분야가 아니라 기업의 중요한 전략적 의사결정분야로 그 중요성이 점차 증대될 것이다. ③ 물적유통 분야를 기업의 주요 경쟁전략 도구로 이용할 수 있다는 점을 들 수 있다. 그리고 연구의 한계점으로는 ① 실태조사를 통한 이론적 고찰에 그쳐 실증적 분석까지 이르지 못했다는 점, ② 임의표본추출에 의한 표본의 설정으로 그 결과에 대한 대표성에 상당한 문제가 있고 또한 결과에 대한 일반화에 제약이 있다는 점을 들 수 있을 것이다. 따라서 향후 이러한 한계점을 극복하기 위한 보다 체계적인 연구가 이루어져야 할 것이다.

  • PDF

양식해태의 유통에 관한 조사 연구 (A Study on Marketing of Cultured Laver Products)

  • 유충열
    • 수산경영론집
    • /
    • 제4권1_2호
    • /
    • pp.19-57
    • /
    • 1973
  • Laver io one of the most necessary and seasonal items in Korean food from oldtimes. Laver is lagely eaten in dried form, and its supply depends entirely upon culture weeds. The history of laver culture in Korea about sixty or seventy years is older than in Japan. Significance of laver culture is divided into two aspects, one is food supply in the nation, and the other is export to other countries. Houses engaged in laver culture are about foully thousands, and laver production in 1972 is estimated as 1, 3 bitten sheets. (1 sheet is a dried laver of 20 cm sq, in the shape of paper) Especcially meaning of layer production is the concentration of labour input, and systematic management of labour. From around 1920, the method of laver culture was introduced by Japanese Imperialism for mono culture in shallow seas, and mass products of laver is provided to Japan market, DOMESTIC MARKET Fundamental consume function calculates at below, $D_{(68_71)}$=16354 $Y^{0.471}$ $P^{-1.0662}$ where D is total layer demand, Y income variable, P price variable. It means income elasticity is 476. in the whole country, and price elasticity is 1, 07. But generally income elasticity is higher in urban area than in rural area, as shown at 1, 3 in Seoul city. Expence of laver in house expenditure is mutually correlated with another expence, See Table 12 about the relative function. See Table 14 and 16 about the relation between the gathering and the changes of price in auction, wholesale and retail price support system is for two effects, one of which is constraint of the upper price, the other is rise of the lower price. Before the system control, the equation in three year average calculated as below, $Y_{b}$ =18, 907.7455+15435.9364 t (r=0.89) where the origin t=0 is the November and the units are month. Post the system control, $Y_{p}$ =30, 047.9636+1, 631.1721t (r=0.97) therefore, this system has an effect only on the rise of lower price, Average annual margins of laver products at four market levels according to the consumer spent is below. EXPORTING MARKET Japanese demand function of laver products is, Log D=5, 289+1, 108 Log Y-1, 395 Log P (r=0.987) where D is Japanese laver demand, Y income variable, P price variable. according to which income elasticity is 1. 1 and price elasticity is 1.4. Laver production in 1970 tile highest record till then, is estimated as six billion sheets. But the recent improvement of laver culture techniques, the production of seeds and freezing storage of seeds has been stabilized. Futher new culture farms have been developed by means of break- water fences or by floating culture method. These improvements have been backed up with increased demand of laver products. Import quantity and price of Korean laver products are restrained by three organizations, that is producer, distributor and consumer. This relationship calculated by regression equation shows that import is influenced only producer organization, at the sacrifice of consumer profit. For increase to export of laver products, we urgently require to open foreign trade of laver products for Japanese consumer, .and Japan has political responsibility to solve Korean laver structure. But with long run timeseries, as regards Japanese production and import quantity, importing function shows increasing trend as below, 250 million sheets <3, 947.1674+0.005 $L_{g}$ >) 600 million sheets where $L_{q}$ is relative production quantity of laver in Japan. (unit; 100 thousand sheets) Our Export effort should be put on the highly processed products whithin the restraind quote.ote.

  • PDF

지상인자에 의한 순간단위도 유도와 유출량 예측 (Derivation of the Instantaneous Unit Hydrograph and Estimation of the Direct Runoff by Using the Geomorphologic Parameters)

  • 천만복;서승덕
    • 한국농공학회지
    • /
    • 제32권3호
    • /
    • pp.87-101
    • /
    • 1990
  • The purpose of this study is to estimate the flood discharge and runoff volume at a stream by using geomorphologic parameters obtained from the topographic maps following the law of stream classification and ordering by Horton and Strahier. The present model is modified from Cheng' s model which derives the geomorphologic instantaneous unit hydrograph. The present model uses the results of Laplace transformation and convolution intergral of probability density function of the travel time at each state. The stream flow velocity parameters are determined as a function of the rainfall intensity, and the effective rainfall is calculated by the SCS method. The total direct runoff volume until the time to peak is estimated by assuming a triangular hydrograph. The model is used to estimate the time to peak, the flood discharge, and the direct runoff at Andong, Imha. Geomchon, and Sunsan basin in the Nakdong River system. The results of the model application are as follows : 1.For each basin, as the rainfall intensity doubles form 1 mm/h to 2 mm/h with the same rainfall duration of 1 hour, the hydrographs show that the runoff volume doubles while the duration of the base flow and the time to peak are the same. This aggrees with the theory of the unit hydrograph. 2.Comparisions of the model predicted and observed values show that small relative errors of 0.44-7.4% of the flood discharge, and 1 hour difference in time to peak except the Geomchon basin which shows 10.32% and 2 hours respectively. 3.When the rainfall intensity is small, the error of flood discharge estimated by using this model is relatively large. The reason of this might be because of introducing the flood velocity concept in the stream flow velocity. 4.Total direct runoff volume until the time to peak estimated by using this model has small relative error comparing with the observed data. 5.The sensitivity analysis of velocity parameters to flood discharge shows that the flood discharge is sensitive to the velocity coefficient while it is insensitive to the ratio of arrival time of moving portion to that of storage portion of a stream and to the ratio of arrival time of stream to that of overland flow.

  • PDF

전자코를 이용한 다양한 유형의 치즈 제품 풍미성분 분석 (Analysis of Flavor Pattern from Different Categories of Cheeses using Electronic Nose)

  • 홍은정;김기화;박인선;박승용;김상기;양해동;노봉수
    • 한국축산식품학회지
    • /
    • 제32권5호
    • /
    • pp.669-677
    • /
    • 2012
  • 본 연구는 전자코를 이용하여 한국에서 시판되는 피자용 모짜렐라 치즈 슈레드 제품과 슈레드 제품 혼합용 원료 치즈에 해당하는 모짜렐라 치즈 블록, 체다 치즈, 흰 곰팡이 숙성 치즈 등 3종류의 국내산 및 수입산 치즈를 대상으로 단기간 저장 및 가열처리에 의한 풍미패턴의 변화를 분석하였고 국내 임실치즈농협에서 새로 개발한 임실 치즈 제품이 국내산 및 수입산 치즈의 향미패턴과의 차이 유무에 대해 접근하여 보고자 하였다. 치즈 종류뿐만 아니라 조리온도 및 저장유무에 따른 향기패턴을 판별함수 분석을 이용하여 통계처리 후 비교 분석한 결과, 피자용 모짜렐라 슈레드 제품의 경우 저장유무보다는 조리온도에 따라 풍미패턴의 차이가 더 구분되었으며 피자용 모짜렐라 슈레드 제품에 혼합용으로 사용되는 치즈의 종류 및 원산지에 따라서 풍미패턴이 각각 다른 것으로 나타났다. 또한 새로 개발된 국내산 임실 치즈는 기타 국내산 치즈와 외국산 치즈와 비교하였을 때 이들의 중간 향에 해당하면서도 독특한 향미를 지니는 것으로 판별되었다.

간실질세포(肝實質細胞)의 손상(損傷)이 철흡수(鐵吸收)에 미치는 영향(影響)에 관(關)한 실험적(實驗的) 연구(硏究) (The Relationship Between Intestinal Iron Absorption and Hepatic Parenchymal Cell Damage)

  • 김목현;한심석
    • 대한핵의학회지
    • /
    • 제5권2호
    • /
    • pp.19-40
    • /
    • 1971
  • Since the iron balance is maintained by regulated intestinal absorption rather than regulated excretion, there have been many reports concerning the factors which may influence the intestinal iron absorption. As the liver is the largest iron storage organ of the body, any hepatocellular damage may result in disturbances in iron metabolism, e,g., frequent co-existence of hemochromatosis and liver cirrhosis, or elevated serum iron level and increased iron absorption rate in patients with infectious hepatitis or cirrhosis. In one effort to demonstrate the influence of hepatocellular damage on intestinal iron absortion, the iron absorption rate was measured in the rabbits whose livers were injured by a single subcutaneous injection of carbon tetrachloride (doses ranging from 0.15 to 0.5cc per kg of body weight) or by a single irradiation of 2,000 to 16,000 rads with $^{60}Co$ on the liver locally. A single oral dose of $1{\mu}Ci\;of\;^{59}Fe$-citrate with 0.5mg of ferrous citrate was fed in the fasting state, 24 hours after hepatic damage had been induced, without any reducing or chelating agents, and stool was collected for one week thereafter. Serum iron levels, together with conventional liver function tests, were measured at 24, 48, 72, 120 and 168 hours after liver damage had been induced. All animals were sacrificed upon the completing of the one week's test period and tissue specimens were prepared for H-E and Gomori's iron stain. Following are the results. 1. Normal iron absorption rate of the rabbit was $41.72{\pm}3.61%$ when 0.5mg of iron was given in the fasting state, as measured by subtracting the amount recovered in stool collected for 7 days from the amount given. The test period of 7 days is adequate, for only 1% of the iron given was excreted thereafter. 2. The intestinal iron absorption rate and serum iron level were significantly increased when the animal was poisoned by a single subcutaneous injection of 0.15cc. per kg. of body weight of carbon tetrachloride or more, or the liver was irradiated with a single dose of 12,000 rads or more. The results of liver function tests which were done simultaneously remained within normal limit except SGOT and SGPT which were somewhat increased. 3. In each case, there has been good correlation between the extent of liver cell damage and degree of increased iron absorption rate or serum iron level. 4. The method of liver damage appeared to make no obvious difference in the pattern of iron deposit in liver. This may be partly due to the fact that tissue specimens were obtained too late, for by this time the elevated serum iron level had returned within normal range and the pathological changes were almost healed. 5. The possible factors and relationship between intestinal iron absorption and hepatic parenchymal cell damage has been discussed.

  • PDF

수직 진동형 Rheometer를 이용한 복합레진의 유변학적 성질의 측정 (RHEOLOGICAL CHARACTERIZATION OF COMPOSITES USING A VERTICAL OSCILLATION RHEOMETER)

  • 이인복;조병훈;손호현;이상탁;엄정문
    • Restorative Dentistry and Endodontics
    • /
    • 제29권6호
    • /
    • pp.489-497
    • /
    • 2004
  • Objective: The purpose of this study was to investigate the viscoelastic properties related to handling characteristics of composite resins, Methods: A custom designed vertical oscillation rheometer (VOR) was used for rheological measurements of composites. The VOR consists of three parts: (1) a measuring unit, (2) a deformation induction unit and (3) a force detecting unit, Two medium viscous composites, Z100 and Z250 and two packable composites, P60 and SureFil were tested. The viscoelastic material function, including complex modulus $E^{*}$ and phase angle ${\delta}$, were measured. A dynamic oscillatory test was used to evaluate the storage modulus (E'), loss modulus (E") and loss tangent ($tan{\delta}$) of the composites as a function of frequency ($\omega$) from 0.1 to 20 Hz at $23^{\circ}C$. Results: The E' and E" increased with increasing frequency and showed differences in magnitude between brands. The $E^{*}s$ of composites at ${\omega}{\;}={\;}2{\;}Hz$, normalized to that of Z100, were 2.16 (Z250), 4,80 (P60) and 25.21 (SureFil). The magnitudes and patterns of the change of $tan{\delta}$ of composites with increasing frequency were significantly different between brands. The relationships between the complex modulus $E^{*}$, the phase angle ${\delta}$ and the frequency \omega were represented by frequency domain phasor form, $E^{*}{\;}(\omega){\;}={\;}E^{*}e^{i{\delta}}{\;}={\;}E^{*}{\angle}{\delta}$. Conclusions: The viscoelasticity of composites that influences handling characteristics is significant different between brands, The VOR is a relatively simple device for dynamic, mechanical analysis of high viscous dental composites. The locus of frequency domain phasor plots in a complex plane is a valuable method of representing the viscoelastic properties of composites.

고음질의 음성합성을 위한 퍼지벡터양자화의 퍼지니스 파라메타선정에 관한 연구 (A Study on Fuzziness Parameter Selection in Fuzzy Vector Quantization for High Quality Speech Synthesis)

  • 이진이
    • 한국지능시스템학회논문지
    • /
    • 제8권2호
    • /
    • pp.60-69
    • /
    • 1998
  • 본 눈문에서는 퍼지 벡터양자호를 이용하여 음성을 합성하는 방법을 제시하고,원음에 가까운 합성음을 얻기 위하여 퍼지벡터양자화의 성능을 최적화 하는 Fuzziness갑의 선정방법을 연구한다. 퍼지벡터 양자화를 이용하여 음성을 합성할때, 분석단에서는 입력 음성패턴과 코드북의 음성패턴의 유사도를 나타내는 퍼지 소속함수값을 출력하고, 합성단에서는 분석단에서 얻은 퍼지소속 함수값, fuzziness값, 그리고 FCM(Fuzzy-C-Means) 연산식을 이용하여 음성을 합성한다. 시뮬레이션을 통하여 벡터양자화에 의해 합성된 음성과 퍼지 벡터양자화에 의해 합성된 음성을 코드북의 크기에 따라 비교한 결과, 퍼지벡터양자화를 이용한 음성합성의 성능이 코드북 크기가 절반으로 줄어도 벡터양자화에 의한 성능과 거의 같음을 알수 있다. 이것은 VQ(Vecotr Quantiz-ation)에 의한 음성합성 결과와 같은 성능을 얻기 위해서 퍼지 VQ를 사용하면, 코드북 저장을 위한 메모리의 크기를 절반으로 줄일 수 있음을 의미한다. 그리고 SQNR을 최대로 하는 퍼지 벡터양자화를 얻기 위한 최적 Fuzziness값은 음성분석 프레임의 분산값이 크면 작게 선정해야 하고, 작으면 크게 선정 해야함을 밝혔다. 또한 합성음들을 주파수 영역의 스펙트로그램에서 비교한 결과 포만트 주파수와 피치주파수에서 퍼지 VQ에 의한 합성음이 VQ에 의한 것보다 원 음성에 더 가까움을 알 수 있었다.

  • PDF