• 대한조선학회논문집
• /
• 제53권2호
• /
• pp.101-107
• /
• 2016

Generally, the shipbuilding industry has finite resources and limited workspace. Due to finite resources, limited workspace and state of block preparation, erection process in shipbuilding industry is frequently delayed than erection process scheduling which is planned at long-term plan stage. In this study, considering variability of block reserve ratio, the degree of delay in real erection process is measured and compared to scheduling which is planned at long-term plan stage in shipbuilding industry including finite capacity and variative lead time. Also, the erection process scheduling which has minimum lead time can be checked through simulation. The results of this study could be improved the accuracy of erection process scheduling by checking the main event compliance ratio by block reserve ratio and calculating the optimum erection pitch for the main event compliance.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제16권12호
• /
• pp.3923-3942
• /
• 2022

Environment, price, regulation, and other factors influence the price of agricultural products, which is a social signal of product supply and demand. The price of many agricultural products fluctuates greatly due to the asymmetry between production and marketing details. Horticultural goods are particularly price sensitive because they cannot be stored for long periods of time. It is very important and helpful to forecast the price of horticultural products which is crucial in designing a cropping plan. The proposed method guides the farmers in agricultural product production and harvesting plans. Farmers can benefit from long-term forecasting since it helps them plan their planting and harvesting schedules. Customers can also profit from daily average price estimates for the short term. This paper study the time series models such as ARIMA, SARIMA, and neural network models such as BPN, LSTM and are used for wheat cost prediction in India. A large scale available data set is collected and tested. The results shows that since ARIMA and SARIMA models are well suited for small-scale, continuous, and periodic data, the BPN and LSTM provide more accurate and faster results for predicting well weekly and monthly trends of price fluctuation.

• 한국ITS학회 논문지
• /
• 제22권1호
• /
• pp.233-251
• /
• 2023

광역버스는 「여객자동차 운수사업법」에 따라 시내버스 운송사업 중 직행좌석형과 광역급 행형 중 하나로 관리되나, 광역버스 특성이 반영된 관리체계는 현재 구축되어 있지 않다. 따라서, 본 연구에서는 광역버스의 운행특성, 광역버스 운전자의 위험운전 행동특성, 광역버스 사고특성 및 국내외 버스와 타 수단의 안전관리체계 등을 조사하여 우리나라에 맞는 광역버스 안전관리 강화방안을 단기와 중·장기로 구분하여 제시하였다. 단기는 광역버스 관계기관과 운수업체가 협의만으로도 진행 가능한 방안이라면, 중·장기는 관련 법 개정이 완료된 후에야 실행 가능한 방안들이다. 본 연구를 통해 광역버스 안전관리 강화 등을 위한 관계기관, 사업자 및 관련 전문가들의 심도 있는 논의의 계기가 되길 기대한다.

• 터널과지하공간
• /
• 제28권2호
• /
• pp.125-141
• /
• 2018

장기적 광산 개발계획을 위하여 광산의 갱도설계는 장비계획, 운반계획, 운영계획 등의 기본이 되므로 매우 중요하다. ${\bigcirc}{\bigcirc}$광산은 생산성 향상에 중점을 둔 갱도설계가 이루어짐으로써 채광계획 변경이 매우 어렵고, 굴착갱도를 유지하기 위한 많은 노력이 필요하였다. 본 연구에서는 암반의 역학적 특성을 고려한 최적갱도를 설계하고 지보계획을 수립하고자 하였다. 이를 위하여 암반의 역학적 변수(팽윤압력, 변형계수, 지압계수)들에 대한 추정, 다양한 현장조사와 분석 등을 수행하였다. 그 결과 roof bolt 등을 활용하여 갱도유지를 하려면 갱도단면 축소 등을 고려할 필요가 있었으며, 현 갱도규격을 유지하기 위해서는 지보재와 지보방법에 대한 다양한 기능적 기술들이 필요할 것으로 분석되었다.

• 방사성폐기물학회지
• /
• 제14권1호
• /
• pp.63-78
• /
• 2016

To meet nuclear regulatory requirements, more than 95% individual radionuclides in the low- and intermediate-level radioactive waste inventory have to be identified. In this study, the radionuclide inventory has been estimated by taking the long-term radioactive waste generation, the development plan of disposal facility, and the new radioactive waste classification into account. The state of radioactive waste cumulated from 2014 was analyzed for various radioactive sources and future prospects for predicting the long-term radioactive waste generation. The predicted radionuclide inventory results are expected to contribute to secure the development of waste disposal facility and to deploy the safety case for its long-term safety assessment.

• Nuclear Engineering and Technology
• /
• 제33권1호
• /
• pp.12-24
• /
• 2001

The post-LOCA long term cooling (LTC) performance of the Korean Standard Nuclear Power Plant (KSNPP) is analyzed for both small break loss-of-coolant accidents (LOCA) and large break LOCA at cold leg. The RELAP5/MOD3.2.2 beta code is used to calculate the LTC sequences based on the LTC plan of the Korean Standard Nuclear Power Plants (KSNPP). A standard input model is developed such that LOCA and the followed LTC sequence can be calculated in a single run for both small break LOCA and large break LOCA. A spectrum of small break LOCA ranging from \ulcorner.02 to 0.5 k2 of break area and a double-ended guillotine break are analyzed. Through the code calculations, the thermal-hydraulic behavior and the boron behavior are evaluated and the effect of the important action including the safety injection tank (SIT isolation and the simultaneous injection in LTC procedure is investigated. As a result, it is found that the sufficient margin is available in avoiding the boron precipitation in the core. It is also found that a further specific condition for the SIT isolation action need to be setup and it is recommended that the early initiation of the simultaneous injection be taken for larger break LTC sequences.

• 한국보건간호학회지
• /
• 제29권3호
• /
• pp.403-411
• /
• 2015

Due to lack of an information system regarding the status of using home-visit nursing (HVN), it has barriers of providing improvement of the HVN for management of elderly health care in Korea. The twofold aims of the current review are to expose the existing agendas for HVN and to suggest the political implications for HVN of Korea based on the transition process and revised HVN system of Japan. This review suggests that an information evaluation system has to precede for HVN services in detail. And, the service provided per manpower should be assessed by separating the code of manpower (registered nurse, nurse aide, dental hygienist) as well as securing detailed and precise information on the HVN services. The other suggestion, development of a community-based home health care nursing model in order to provide necessary services for long-term health insurance beneficiaries. In addition, a master plan for health care for elderly should be established at the national level in order to establish an effective home health nursing delivery system.

• 한국전자통신학회논문지
• /
• 제16권2호
• /
• pp.329-338
• /
• 2021

본 연구는 풍력발전의 합리적인 운영 계획과 에너지 저장창치의 용량산정을 위한 풍력 발전량을 예측한다. 예측을 위해 물리적 접근법과 통계적 접근법을 결합하여 풍력 발전량의 예측 방법을 제시하고 풍력 발전의 요인을 분석하여 변수를 선정한다. 선정된 변수들의 과거 데이터를 수집하여 딥러닝을 이용해 풍력 발전량을 예측한다. 사용된 모델은 Bidirectional LSTM(:Long short term memory)과 CNN(:Convolution neural network) 알고리즘을 결합한 하이브리드 모델을 구성하였으며, 예측 성능 비교를 위해 MLP 알고리즘으로 이루어진 모델과 오차를 비교하여, 예측 성능을 평가하고 그 결과를 제시한다.

• 비만대사연구학술지
• /
• 제2권1호
• /
• pp.6-10
• /
• 2023

Compensatory changes in energy consumption and neuro-hormonal changes following weight loss make it difficult to maintain the reduced weight and may cause weight regain. Therefore, establishing a long-term weight control plan and strategy starting from the initial weight loss period is necessary. Both the patient and doctor should know that weight loss cannot occur continuously, and that maintaining weight after the weight loss period is the basic course of obesity treatment. No single dietary pattern is effective for weight maintenance, and a variety of dietary control methods - such as calorie restriction and healthy proportions of carbohydrates, proteins, fats, and meal replacements - should be used to target an integrated and healthy dietary habit. An increase in physical activity is needed for weight loss and maintenance; however, rather than recommending an excessive amount of exercise, it is better to set realistic and long-term achievable goals. It is necessary to reset the goal according to the patient's weight maintenance stage and continuously apply behavioral therapies, such as self-monitoring and stress management. In previous studies, since the degree of weight loss and changes in behavioral patterns over the course of one year were important factors in maintaining long-term weight loss, obesity therapists should closely examine patient data and behavioral patterns across a period of one year and actively intervene when needed.

• 한국콘텐츠학회:학술대회논문집
• /
• 한국콘텐츠학회 2009년도 춘계 종합학술대회 논문집
• /
• pp.1210-1215
• /
• 2009

최근 국내 의료기기산업은 선진국에 비해 빠른 성장을 지속하고 있고, 기술수준도 점차 향상되고 있다. 그러나 국내 산업은 높은 수입비중, 낮은 투자여력, 전문인력 부족 등 전반적인 경쟁여건은 여전히 취약한 문제점으로 나타났다. 이에 본 연구에서는 세계 의료기기시장과 산업에 대해 살펴봄으로써 의료기기 산업의 발전방안을 모색하였다. 또한 의료기기 수출확대방안으로 단기적인 정책의 효과보다는 중장기적인 접근이 필요하며, 정부의 제도 개선 및 지원, 영세성을 극복할 수 있는 생산단지 클러스트화. 시장세분화 및 해외마케팅 강화 등이 필요하다고 하겠다.