• International Journal of Computer Science & Network Security
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• 제23권11호
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• pp.183-189
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• 2023

A stroke is a medical disease where a blood vessel in the brain ruptures, causes damage to the brain. If the flow of blood and different nutrients to the brain is intermittent, symptoms may occur. Stroke is other reason for loss of life and widespread disorder. The prevalence of stroke is high in growing countries, with ischemic stroke being the high usual category. Many of the forewarning signs of stroke can be recognized the seriousness of a stroke can be reduced. Most of the earlier stroke detections and prediction models uses image examination tools like CT (Computed Tomography) scan or MRI (Magnetic Resonance Imaging) which are costly and difficult to use for actual-time recognition. Machine learning (ML) is a part of artificial intelligence (AI) that makes software applications to gain the exact accuracy to predict the end results not having to be directly involved to get the work done. In recent times ML algorithms have gained lot of attention due to their accurate results in medical fields. Hence in this work, Stroke disease identification system by using Machine Learning algorithm is presented. The ML algorithm used in this work is Artificial Neural Network (ANN). The result analysis of presented ML algorithm is compared with different ML algorithms. The performance of the presented approach is compared to find the better algorithm for stroke identification.

• Journal of Positioning, Navigation, and Timing
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• 제12권3호
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• pp.289-294
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• 2023

As technologies such as cameras, Laser Imaging, Detection, and Ranging (LiDAR), and Global Navigation Satellite Systems (GNSS) become more sophisticated and common, their use in autonomous driving technologies is being explored in various fields. In the maritime area, technologies related to collision avoidance between ships are being developed to evaluate and avoid the risk of collision between ships by setting various scenarios. However, the position of each vessel used in the process of developing collision avoidance technology between vessels uses data obtained through GNSS, and may include a position error of 10 m or more depending on the situation. In this paper, a study on the dynamic safety navigation range including the positional inaccuracy of the ship is conducted. By combining the concept of the protection level obtained using GNSS raw data with a conventional safe navigation range, a safer navigation range can be calculated for dynamic navigation. The calculated range is verified using data obtained while sailing in an actual sea environment.

• 수산해양기술연구
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• 제53권2호
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• pp.177-186
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• 2017

This study is intended to provide navigator with specific information necessary to assist in the avoidance of collision and in operation of ships to evaluate the maneuverability of research vessel Jera. Authors carried out full-scale sea trials for turning test, zig-zag test, and spiral test at actual sea-going condition, which were performed on starboard and port sides with 10-20 rudder angle at service speed of 10 knots. The turning circle was much different at both of the turning of port and starboard which was longer at the starboard than at the port. In the zig-zag test results, the port and starboard was $10^{\circ}$ the first and second overshoot angles were $6.0^{\circ}$, $5.8^{\circ}$ and $6.3^{\circ}$, $7.1^{\circ}$ respectively and the first overshoot angles were $16.4^{\circ}$, $17.6^{\circ}$ when using $20^{\circ}$. Her maneuverability index T and N can be easily determined by using an analogue computer with the data obtained from the zig-zag tests where K is a constant representing the turning ability and T is a constant representing her quick response. In the zig-zag tests under $10^{\circ}$ or $20^{\circ}$ at rudder angle, the value K is 0.149. 0.123 sec- and T is 11.853 and 6.193 sec and angular velocity is $0.937^{\circ}/sec$ and $1.636^{\circ}/sec$. In the spiral test, the loop width was unstable at $+0.51^{\circ}$ and $-1.19^{\circ}$ around the midship of rudder, but the tangent line at $0^{\circ}$ was close to vertical. From the sea trial results, we found that she did comply with the present criterion in the standards of maneuverability of IMO.

• Journal of Advanced Marine Engineering and Technology
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• 제38권7호
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• pp.854-867
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• 2014

지속적인 유가의 상승에 따라 국제 석유 자본들의 유전개발에 대한 투자가 활발하고 지속적으로 증가하고 있는 추세에 있다. 최근 5년 동안(2008~2013)에 인도된 드릴쉽(drill-ship)은 67척으로 그 이전 30년 동안에 인도된 척수의 두 배에 이른다. 그리고 최근에는 3,000 m 내외의 심해유전 개발이 증가하고 있다. 이에 따라 시추 장비와 시스템이 대형화 추세에 있으며, 이들의 운전을 위한 디젤발전기의 용량이 증가하였다. 디젤발전기 용량은 일반 상선과는 달리 고출력 및 고전압이 요구되며, 이를 충족시키기 위하여 V-type 320 mm 실린더 내경의 고출력 엔진에 대한 수요가 증가하게 되었다. 드릴쉽의 경우 일반 상선 대비 선박건조 기간이 길어짐에 따라 커미셔닝 기간 중 장시간 저 부하 운전이 불가피하여 엔진 윤활유 관리의 중요성이 대두되었다. 최근에는 선박인도 전 크랭크핀에 캠마모(Cam wear)와 같은 이상마모가 발생하였으며 시리즈 호선 및 관련 호선들에 대한 크랭크핀의 전수 검사 결과 정도의 차이가 있었으나 모두 크랭크핀에 이상마모가 발생한 것이 확인되었다. 본 논문은 실제 호선에 적용된 엔진 크랭크핀의 이상마모 발생 원인에 대해 이상마모 메커니즘 분석과 실증결과 분석을 통하여 재발방지를 위한 대책 방안에 대하여 논하였다.

• 수산해양기술연구
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• 제35권1호
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• pp.25-34
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• 1999

The Steering and Sailing Rules of International Regulation for Preventing Collisions at Sea now in use direct actions to avoid collision when two power-driven vessels are meeting on reciprocal or nearly reciprocal courses so as to involve risk of collision. But these rules do not refer to the minimum relative distances and safety relative distances between two vessels when they should take such actions.In this paper the ship's collision avoiding actions being analyzed from a viewpoint of ship motions, the mathematical formulas to calculate such relative distances necessary for taking actions to avoid collision were worked out. The values of maneuvering indices being figured out through experiments of 20 actual ships of small, medium, large and mammoth size and applied to calculating formulas, the minimum relative distances and safety relative distances were calculated. The main results were as follows. 1. It was confirmed that the criterion elements for collision avoiding actions in head-on situation of two vessels shall be the minimum relative distances and safety relative distances between them. 2. On the assumption that two vessels same in size and condition were approaching each other in head-on situation, the minimum relative distance of small vessel(GT : 160~650tons) was found to be about 4.7 times her own length, and those of medium (GT:2,300~4,500tons),large(GT:15,000~62,000tons) and mommoth (GT:91,000~194,000tons) vessels were found to be about 5.2 times, about 5.2 times and about 6.1 times their own lengths respectively. 3. On the assumption that two vessels same in size and condition were approaching each other in head-on situation, the safe relative distance of small vessel (GT : 160~650tons) was found to be about 6.8 times her own length, and those of medium (GT : 2,300~4,500tons), large (GT: 15,000~62,000tons) and mammoth (GT : 91,000~194,000tons) vessels were found to be about 9.0 times, about 6.3 times, and about 8.0 times their own lengths respectively. 4. It is considered to be helpful for the safety of ship handling that the sufficient safe relative distances for every vessels shall be more than about 12~14 times which are 2 times minimum relative distance, their own length on above assumption.

• 해양환경안전학회지
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• 제22권6호
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• pp.631-638
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• 2016

예비 항해사는 타선과의 충돌 가능성을 사전에 파악하여 회피할 수 있는 능력을 ARPA/레이더 시뮬레이션 교육을 통해 갖추어야 한다. 이러한 시뮬레이션 교육은 국내외 지침(해양수산부 고시, STCW 협약 등)에 교육 내용과 기간만이 명시되어 있는 것으로 조사되었다. 또한 시뮬레이션 교육 훈련 모듈의 부재로 각 해기 교육 기관에서는 자체적으로 모듈을 구성하여 관련 증서를 발행하고 있는 것으로 확인되었다. 이로 인하여 ARPA/레이더 시뮬레이션을 통한 동일한 해기 능력 함양이 어려운 것이 현실이다. 따라서 본 연구에서는 우리나라 해기 교육 기관별 동일한 능력 함양을 위하여 ARPA/레이더 시뮬레이션 교육 모듈을 표준화하고, 표준화된 모듈을 통한 교육 향상도에 대하여 검증하고자 한다. 이를 위해서 우리나라 해기 교육 기관의 시뮬레이션 교육 형태를 조사하고, 교통 조사를 기반으로 한 실해역의 교통 흐름을 반영한 시나리오 제시, 교육 훈련 및 평가를 효율적으로 하기 위한 해기사 핵심 역량 기반 모듈을 제시하였다. 그리고 2년간에 데이터를 이용하여 표준화된 모듈을 통한 교육 훈련의 향상 정도를 파악하였다. 이러한 표준화된 ARPA/레이더 시뮬레이션 모듈을 통해 각 교육 기관에서는 효율적이고 체계적인 해기 교육이 가능하고 해기능력 향상을 통한 선박 통항 안전에 기여할 수 있는 기반을 마련할 수 있다.

• 수산경영론집
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• 제25권1호
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• pp.37-59
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• 1994

Many studies to cope with the present problems of Korean coastal and offshore fisheries has been performed, but these were done partly in necessities and general studies for Korean inshore and offshore fisheries are in early stage. Most of these studies adopted analytical way of approach for each fishery individually and they could not reflect the effect of correlated interaction among fisheries on the several common species/stocks, and thus optimal effort allocation was impossible. To consider general fisheries and optimal effort allocation among competing mixed species, a linear programming (LP) approach is applied in this study and introduced into 16 important inshore and offshore fisheries with 13 constraining species which were chosen by annual yield order. This study is not based on the biological interaction among species (i.e., prey - predator system) but the technological interaction between species and fishing efforts. For the application of LP model in these fisheries, the standardization of fishing efforts through different fishing gears could not be successful and a new way of effort standardization through CPUE for vessel tonnage was originated. Total standardized fishing effort on a particular species i, Ei, is computed as the linear summation of standardized fishing effort generated by each fishery j. That is, (equation omitted) where $f_{j}$ is the total vessel tonnage of fishery j and aij is the coefficients contributing to the standardized fishing effort per ton for species i taken in fishery j. The total fishing effort level on species i due to both directed fishing and by - catch can thus be accounted in the aij's. Optimal effort allocation among the j fisheries may be considered a minimizing problem (minimize $\Sigma$ $f_{j}$), subject to the constraints that standardized fishing effort levels on particular species are maintained at, above, and below certain predefined levels. Fishing effort goals for individual species can be based on various biological and/or economic criteria, i.e., fishing effort level generating maximum sustainable yield and/or maximum economic yield. But in this study the $F_{0.1}$ criteria which was accepted as an approximate level for $F_{mey}$ by Outland and Boerema's (1973) study. The findings of this study are, (1) LP model can be applied to the Korean inshore and offshore fisheries giobally. (2) Through a new way of combining multiple different fisheries' efforts for a particular species together generating standardized fishing effort, Schaefer curve could be applied to the complex system successfully. (3) The results of this study for total reduction scale were mostly the same as those of prior studies, but different much from the individual scales of reduction. This study showed the necessities for exploitation of more concrete parameters to put into consideration of profitability of fisheries and social factors, and this model can be modified according to the actual constraints. Also, considering the age structure of stocks, this model can be developed into better one for better fisheries management.ent.

• 해양환경안전학회지
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• 제22권5호
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• pp.373-379
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• 2016

접이안이나 사고선박 예인 등 선체를 횡방향으로 이동시 유압력은 수심/흘수비(h/d)에 따라 상당히 달라진다. 하지만 h/d에 따른 유압횡력계수는 선종에 따라 다소 차이가 나는 것으로 알려져 있지만 OCIMF에서 제시하고 있는 유조선 이외의 선종에 대해서는 관련 연구가 많지 않다. 따라서 본 연구에서는 93 m 여객선형 선박에 대한 횡이동 실선실험을 통하여 h/d에 따른 유압력횡력계수를 이론식에 적용하여 상호 비교 평가하였다. 그 결과 대상선박은 h/d=1.6에서는 유압횡력계수를 1.9로 사용할 경우 총저항이 14.0톤으로 실측된 13.8톤의 장력과 거의 유사하였고, h/d=3.0에서는 유압횡력계수를 1.3으로 가정할 경우 19.9톤으로 실측된 장력 20.0톤과 거의 유사하였다. 또한 예인삭의 길이를 30 m에서 60 m로 변경하여 실시한 예인 결과 장력이 거의 유사한 패턴을 보이고 있어 예인삭을 30 m 이상 사용할 경우 배출류에 의한 영향은 거의 없는 것으로 판단된다.

• 한국음향학회지
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• 제32권6호
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• pp.472-483
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• 2013

잠수함 소나 운용 요원의 능력을 향상시키기 위한 실제 해상 훈련은 많은 비용과 제약사항이 따른다. 소나 시뮬레이터는 이러한 문제점을 해결하고, 실제와 유사한 전장 환경을 모의함으로써 소나 운용 요원의 능력과 훈련 성과를 극대화시킨다. 본 연구에서는 수동 소나 시뮬레이터의 알고리즘을 제시하였으며, 알고리즘은 기동모듈, 소음원모듈, 소음 전달 모듈의 3가지 모듈로 나뉘었다. 기동모듈은 3차원 좌표계를 이용하여 함정의 기동을 구현하였으며, 시간 간격은 함정의 변침률에 따라 설정하였다. 소음원 모듈은 표적 소음, 해양 배경 소음, 자체소음으로 구성하였다. 표적 소음은 주파수 특성에 따라 비변조 협대역, 변조 협대역, 비변조 광대역, 변조 광대역 신호로 구분하였으며, 톤수와 속력에 의존하는 함정 방사소음 준위를 적용하였다. 해양 배경 소음은 음향도파관 효과가 고려된 바람 소음과 그외 배경 소음으로 모의하였으며, 자체소음은 유체소음과 소나돔 삽입 손실로 모의하였다. 소음 전달 모듈은 음선 기반의 모델을 이용하였으며, 기동 모듈의 각 시간에서 고유음선의 진폭, 위상, 시간지연을 합산하여 주파수 영역에서 표적 소음에 곱하였다. 최종적으로 시나리오에 따른 모의 결과 실제 해양에서 발생하는 소음과 유사한 경향을 확인할 수 있었다.

• 수산해양기술연구
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• 제41권4호
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• pp.248-262
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• 2005

The purpose of this study was to identify the state of demersal fish resource catch by small trawlers, which live in the southern waters off Goheung. We investigated the results of catch of sample fishing vessels, and performed fishing experiments using the actual fishing operation vessels from early November in 2002 till end of October in 2003. The daily amount of catch per vessel of the 35 small trawlers selected as sample vessels was the highest in summer seasons(June and July) as 70kg and the lowest in winter seasons(January and February) as 45kg and Octopus minor occupied as 17 to 30kg nearly 30% of the total catch. Additionally the catch of Octopus minor per vessel, per dragging hour ranges 3 to 6kg, which is the highest in March and June and the low in January to February, April to May and September. In the fishing experiments using small trawler, during the study period, a total of 75 fish species were collected. The number of individuals by species consisted 58.2% in Shrimps, 17.8% in Fish, 2.3% in Cephalopod. Of these, Parapenaeopsis tenella was the highest in 29.2%, Squilla oratoria and Crangon hakodatel was 14.6% respectively and Octopus minor was 0.2% of the total number of individuals. As far as the appearance number of individuals by month was concerned, February was the highest and then May, April and June followed in order, and October showed the lowest. Additionally the monthly catch per dragging was the lowest in December to January as 20kg and the highest in July as 160kg. Specially, Octopus minor was caught throughout the year regardless of season and the catch was the highest at the period from March to June. When looking into the body mean length of dominant fishes caught, we could observe the followings; Trachurus japonicus 8.9cm, Cynoglossus robustus 10.8cm, Muraenesox cinereus 15.3cm, Setipinna taty 10.3cm, Amblchaeturichfhys hexanema 9.3 cm and Collichthys niveatus 8.9cm, most of which were in their immaturity when they were caught.