• Title/Summary/Keyword: calculation method

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Design and Implementation of a Similarity based Plant Disease Image Retrieval using Combined Descriptors and Inverse Proportion of Image Volumes (Descriptor 조합 및 동일 병명 이미지 수량 역비율 가중치를 적용한 유사도 기반 작물 질병 검색 기술 설계 및 구현)

  • Lim, Hye Jin;Jeong, Da Woon;Yoo, Seong Joon;Gu, Yeong Hyeon;Park, Jong Han
    • The Journal of Korean Institute of Next Generation Computing
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    • v.14 no.6
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    • pp.30-43
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    • 2018
  • Many studies have been carried out to retrieve images using colors, shapes, and textures which are characteristic of images. In addition, there is also progress in research related to the disease images of the crop. In this paper, to be a help to identify the disease occurred in crops grown in the agricultural field, we propose a similarity-based crop disease search system using the diseases image of horticulture crops. The proposed system improves the similarity retrieval performance compared to existing ones through the combination descriptor without using a single descriptor and applied the weight based calculation method to provide users with highly readable similarity search results. In this paper, a total of 13 Descriptors were used in combination. We used to retrieval of disease of six crops using a combination Descriptor, and a combination Descriptor with the highest average accuracy for each crop was selected as a combination Descriptor for the crop. The retrieved result were expressed as a percentage using the calculation method based on the ratio of disease names, and calculation method based on the weight. The calculation method based on the ratio of disease name has a problem in that number of images used in the query image and similarity search was output in a first order. To solve this problem, we used a calculation method based on weight. We applied the test image of each disease name to each of the two calculation methods to measure the classification performance of the retrieval results. We compared averages of retrieval performance for two calculation method for each crop. In cases of red pepper and apple, the performance of the calculation method based on the ratio of disease names was about 11.89% on average higher than that of the calculation method based on weight, respectively. In cases of chrysanthemum, strawberry, pear, and grape, the performance of the calculation method based on the weight was about 20.34% on average higher than that of the calculation method based on the ratio of disease names, respectively. In addition, the system proposed in this paper, UI/UX was configured conveniently via the feedback of actual users. Each system screen has a title and a description of the screen at the top, and was configured to display a user to conveniently view the information on the disease. The information of the disease searched based on the calculation method proposed above displays images and disease names of similar diseases. The system's environment is implemented for use with a web browser based on a pc environment and a web browser based on a mobile device environment.

Comparison on Heating & Cooling Loads Analysis in Buildings with Modified Bin Method (수정(修正)빈법(法)에 의한 건물(建物)의 기간(期間) 열부하(熱負荷) 해석(解析)에 관한 비교(比較) 연구(硏究))

  • Sohn, J.Y.;Yoon, D.W.;Yee, J.J.
    • The Magazine of the Society of Air-Conditioning and Refrigerating Engineers of Korea
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    • v.17 no.6
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    • pp.675-685
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    • 1988
  • The purpose of this paper is to present the fundamental information for setting up more accurate and easier heat loads analysis method by examing and comparing Modified Bin Method with Dynamic loads calculation and Extended Degree Day Method. For this comparison, monthly and annual loads calculation are performed in perimeter zones of model office building in Seoul by the above each Method. The results of Modified Bin Method are approximated to those of Dynamic loads calculation Method, and the correlations of the methods are specifically described in this paper.

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Calculation of Wave-making Resistance by Guilloton's Method Applied to Slender Ships

  • Chan-Suck,Kang
    • Bulletin of the Society of Naval Architects of Korea
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    • v.16 no.4
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    • pp.3-11
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    • 1979
  • This paper deals with Guilloton's method for wave-making resistance calculation. Ship is considered as slender in this paper. Guillotin's method requires a large and fast computer, while mini-computer is good enough for the present method. Present method is practical as well, as prismatic curves along with other principal particulars are requirements for the calculation. Unless the ship is thin, Z-transformation is difficult to carry out, but this can be done smoothly in the present method by considering the flow around the bottom of the ship. As an example of this method, corresponding real hulls of Maruo's least wave-making resistance ship forms are calculated.

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Transverse Strength of Oli Tanker Using S.D.M (Slope-Deflection Method에 의한 유조선의 횡강도 해석)

  • S.J.,Yim;S.J.,Kang
    • Bulletin of the Society of Naval Architects of Korea
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    • v.22 no.4
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    • pp.17-27
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    • 1985
  • In this paper, an approximate calculation method on the transverse strength of oil tankers by use of slop-deflection method os described which considers the effect of shear deflection and varing section in elements and the result of calculation in models and actual ships, is presented. The object of this paper is focused on the development of program which can be used widely regardless strut numbers in transverse frame rings. To examine the reliability of the above method, the results in this paper are compared with the results which are obtained by use of SAP4(Structure Analysis Program) based on finite element method. The application of the Slope-Deflection Method on the transverse strength of oil tankers has the advantage that this method takes less than the other methods in calculation.

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A Root Fillet Stress Calculation Method for Thin-Rimmed spur Gears (얇은 림 평치차의 이뿌리 응력 계산법)

  • Chong, Tae-Hyong;Choi, Jae-Hoon
    • Journal of the Korean Society for Precision Engineering
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    • v.8 no.2
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    • pp.89-105
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    • 1991
  • A method to apply the approximation formulae[1] for tooth fillet and root stresses of a thin-rimmed rack to the calculation of stress state of thin-rimmed external and internal spur gears is introduced. The stress values by the method proposed in this paper have shown good agreement with those by the REM analysis and also by the stress measurement of strain survey investigation. By this method, reliable stress state at tooth fillet and root areas in the thin-rimmed external and internal spur gears can be easily calculated, and a practical design method for the bending strength of such thin-rimmed gears is established.

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A study on the improvement of calculation efficiency for the two-axis hardware interpolator using DDA (DDA를 이용한 하드웨어 보간기의 계산효율 향상에 관한 연구)

  • 오준호;최기봉
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.12 no.5
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    • pp.968-975
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    • 1988
  • The maximum feedrate generated from the hardware DDA is closely related to its calculation efficiency. The smaller interpolation span results in the lower calculation efficiency. This paper presents the method to improve the calculation efficiency for the smaller interpolation span. For the linear interpolation the higher calculation efficiency can be achieved by putting biggest value that the interpolation DDA can hold. for the circular interpolation, however, the scheme used for linear interpolation does not work since arbitrary change of value in the interpolation DDA changes the radius of the circle. The bit length of the hardware DDA is adjusted instead of adjusting the value in DDA, which results in the every same effect on calculation efficiency for the circular interpolation. The hardware circuit and supporting software are designed, and tested by two axis step motor driven milling machine. The experimental results show that the proposed method drastically increases the maximum feedrate even for the smaller interpolation span.

Radioactivity Calculation Considering Kori Unit 1 Operation History for the Defected Baffle Former Bolts (고리1호기 가동이력을 고려한 손상 배플포머볼트 방사화 계산)

  • Young Jae Maeng;Hyun Chul Lee;Myeong Ho Lee;Seong Sik Hwang;Seung Jin Oh;Yun Suk Jang
    • Transactions of the Korean Society of Pressure Vessels and Piping
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    • v.19 no.1
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    • pp.20-26
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    • 2023
  • The defected baffle former bolts of Kori unit 1 were withdrawn to analyze the cause of damage and gamma-ray measurement is being scheduled. Prior to that, in order to calculate the specific radioactivity value of the baffle former bolt, a radioactivity calculation method considering the actual operation history of the nuclear power plant is introduced and the calculation results are shown. In particular, the radioactivity calculation method considering the operation history is obtained by defining the monthly contribution factor from the actual monthly operation history. As a result, the results considering operation history are 16-28% lower than the general radioactivity calculation results. These results can contribute to establish a reasonable but economical strategy when planning nuclear power plant decommissioning.

Loop Current Calculation based on Voltage Angle Difference at Tie Switch for Switching Plan Validation in Distribution System Operation (상시개방점 양단전압 측정값을 이용한 배전선로 루프운전 가능 여부 판단 방법)

  • Son, Juhwan;Lim, Seongil
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.29 no.7
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    • pp.14-21
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    • 2015
  • Distribution systems are operated in radial structure, but temporal loop structure could be founded the live load transfer. Main purposes of reconfiguration of distribution network are load balancing, loss minimization and voltage drop maintaining. In the loop structure, huge loop current can be flowed between two substations in case of large voltage angle difference. Protection devices of distribution line can be triped by this huge loop current. So, precise calculation of loop current is very important for secure switching. This paper proposes a novel calculation method of loop current using the voltage angle differences measured at the tie switches. Feasibility of the propose method has been verified by various case studies based on Matlab simulation.

A New Algorithm of Load Flow without Using Jacobian Matrix (Jacobian Matrix를 배제한 조류계산의 새 알고리즘에 관한 연구)

  • Moon, Young-Hyun;Roh, Tae-Hoon;Ryu, Heon-Soo;Heo, Young
    • Proceedings of the KIEE Conference
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    • 1997.07c
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    • pp.1074-1077
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    • 1997
  • Newton-Raphson method is mainly used since it shows remarkable convergence characteristics. It, however, needs considerable calculation time in construction and calculation of inverse Jacobian matrix. In this paper a new type of load flow equation is summarized as follows: Since inverse calculation of Jacobian matrix is not needed in the suggested algorithm but using complex bus voltage, the calculation process is simple. With the simple structure, reduction of calculation time is achieved.

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A Technique for a Short-Circuit Current Calculation to The Single-Phase Transformer in the Three-Phase Systems (3상계통에서 단상변압기에 대한 단락전류계산 기법)

  • Park, Jae-Hwae;Jin, Tae-Seok
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.57 no.2
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    • pp.170-175
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    • 2008
  • This paper describes the exact short-circuit current calculation technique for the single-phase transformer which is installed in the three-phase systems and shorted in the secondary side. Not only the results for a short-circuit current calculation in the existing literatures are wrong, but also little literature deals with the short-circuit current for a single-phase transformer. So, this paper presents a theoretical study and calculation method for a single-phase short current. The validity of the presented method is investigated through Simulation using "Power Tools" and "PSim" program.