• 제목/요약/키워드: Process Value Analysis

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A Bankruptcy Game for Optimize Caching Resource Allocation in Small Cell Networks

  • Zhang, Liying;Wang, Gang;Wang, Fuxiang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권5호
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    • pp.2319-2337
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    • 2019
  • In this paper, we study the distributed cooperative caching for Internet content providers in a small cell of heterogeneous network (HetNet). A general framework based on bankruptcy game model is put forth for finding the optimal caching policy. In this framework, the small cell and different content providers are modeled as bankrupt company and players, respectively. By introducing strategic decisions into the bankruptcy game, we propose a caching value assessment algorithm based on analytic hierarchy process in the framework of bankruptcy game theory to optimize the caching strategy and increase cache hit ratio. Our analysis shows that resource utilization can be improved through cooperative sharing while considering content providers' satisfaction. When the cache value is measured by multiple factors, not just popularity, the cache hit rate for user access is also increased. Simulation results show that our approach can improve the cache hit rate while ensuring the fairness of the distribution.

머신러닝 기법을 활용한 에너지 데이터 분석에 관한 연구 (A Research on the Energy Data Analysis using Machine Learning)

  • 김동주;권성철;문종희;심기도;배문성
    • KEPCO Journal on Electric Power and Energy
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    • 제7권2호
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    • pp.301-307
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    • 2021
  • After the spread of the data collection devices such as smart meters, energy data is increasingly collected in a variety of ways, and its importance continues to grow. However, due to technical or practical limitations, errors such as missing or outliers in the data occur during data collection process. Especially in the case of customer-related data, billing problems may occur, so energy companies are conducting various research to process such data. In addition, efforts are being made to create added value from data, which makes it difficult to provide such services unless reliability of data is guaranteed. In order to solve these challenges, this research analyzes prior research related to bad data processing specifically in the energy field, and propose new missing value processing methods to improve the reliability and field utilization of energy data.

새로운 강소성 가공 공정으로서 Half Channel Angular Extrusion(HCAE)의 유한요소해석 (Finite Element Analysis of Half Channel Angular Extrusion (HCAE) as a New Severe Plastic Deformation Process)

  • 김경진
    • 소성∙가공
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    • 제21권3호
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    • pp.164-171
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    • 2012
  • This paper focuses on the development of a new SPD (severe plastic deformation) process named HCAE (half channel angular extrusion). HCAE technology is based on principled similar to ECAE, but imposes a larger amount and more effective plastic deformation on materials. The amount of shear deformation can be altered by varying the process parameters. Finite element analyses of HCAE were conducted in order to investigate the characteristics of deformation during HCAE and the simulated results show that the predicted value of imposed plastic strain in a single pass reaches 2.5.

후란자경성(自硬性) 주형용(鑄型用) 국산인조규사(國産人造硅砂)의 활용(活用)에 관(關)한 연구(硏究) (Study on the Application of Domestic Artificial Sands for the Self-hardening Molding Process by Using Furan Resin)

  • 최창옥;이상윤
    • 한국주조공학회지
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    • 제1권3호
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    • pp.19-29
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    • 1981
  • An emphasis has been placed on the importance of selecting a sand for furan sand process, which ie affected by the properties of sand. Investigations have been carried out to use the domestic artificial sands for the furan sand process. For laboratory investigations, the sands have been prepared and tested for chemical analysis, loss on ignition, sieve analysis, AFS grain fineness number, grain shape, PH value, acid demand, surface shape, theoretical surface area, moisture absorption, crushing durability and compressive strength and S. S. I. of molding sands. Most commercial sands have been found to be able to be used. The main requirement of the sands has been shown to be that 3 or 4 screen sands, AFS no.40-70 (or 100), of low acid demand, good surface area and good grain shape require less resin and catalyst to give an adequate strength.

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이중 사출 키패드 성형 공정 개선에 관한 연구 (A Study on the Improvement of Double Injection-molding Keypad Process)

  • 홍민성;이지훈;신수현
    • 한국생산제조학회지
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    • 제20권5호
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    • pp.659-665
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    • 2011
  • Recently, the plastic resin such as PC, ABS are widely used in IT market. Especially, in most cases the keypads mounted on the mobile phone are the dual-injection-plated type. Environmental regulation is based on the quality of injection-molded products and the minimum process steps are required to avoid the plating defects. Various parameters to produce the injection-molded plastic products make it difficult to obtain the desired stability. However, the past experience and the use of CAE analysis make it possible to predict the problems occurred in injection molding process. Especially, the problems of the weld lines such as runner balancing, bending, deformation and forming defects can be solved systematically and minimized by CAE analysis. Through this study, the non-uniform volumetric shrinkage and the difference in temperature distribution induce the deformation and the high value of stress causes the problems such as crack.

연축전지 기판 격자의 고속 전단성형공정 해석적 연구 (Analytical study on High speed Shear forming Process of Lead-acid Battery Grids)

  • 김대성;정종윤;조형찬;이춘만
    • 한국정밀공학회지
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    • 제23권2호
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    • pp.81-87
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    • 2006
  • This study has been focused on the analysis of high speed shear forming process for lead-acid battery grids. The grid plays an important role of electrical charge. It is necessary to ensure the best battery's performance that the grid should have a best quality. The clearance between punch and die, the velocity of punch and the critical damage value are very important parameters for making a good grid form. The finite element analysis of the shear forming process is carried out by measuring and optimizing these three important parameters. The result of this study concludes that these parameters has a great influence on grid quality.

소실모형주조용 진동장치의 동특성 분석 및 설계 (Analysis of Dynamics Characteristics and Design of vibrating Table for Expendable Pattern Casting Process)

  • 이은경;설진수;임경화;이경환
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2003년도 춘계학술대회논문집
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    • pp.269-274
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    • 2003
  • Vibration table is required to obtain high packing density in expendable pattern casting process. Packing density, which is an important manufacture factor, depends on the vibration pattern induced by vibration table. Modal test is utilized to identify the dynamic characteristics of vibration table. And finite element method is used to modify flask by fixing the stiffener. The positions of stiffener to modify are found and the natural frequency could be easily shifted to the objective value by using sensitivity analysis.

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경쟁기법을 이용한 스튜어트 플랫폼의 순기구학 해석 (The Analysis of the Forward Kinematics Using the Competitive Method in the Stewart Platform)

  • 허성준;이형상;한명철
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2001년도 춘계학술대회 논문집
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    • pp.255-258
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    • 2001
  • This introduces a improved method of the forward kinematics analysis, which finds the 6DOF motions and velocities from the given six cylinder lengths in the Steward platform. The numerical method(Newton Raphson Mehotd)of the forward kinematics analysises has the disadvantage of the long calculated time. To overcome this, we propose the competitive method that determine a proper initial value. Through the competitive method, we can select a proper initial value so that the calculate time is reduced. therefore we can give the property of the real time process to the forward kinematics analysis. We show the result comparing between general Newton-Raphson method and proposed one. From the result we verify the performance of the proposed method.

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다단 단조공정의 자동 시뮬레이션 중 피어싱 공정의 강점소성 유한요소해석 (Rigid-Viscoplastic Finite Element Analysis of Piercing Process in Automatic Simulation of Multi-Stage Forging Processes)

  • 이석원;최대영;전만수
    • 소성∙가공
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    • 제8권2호
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    • pp.216-221
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    • 1999
  • In this paper, an application-oriented approach to piercing analysis in automatic forging simulation by the rigid-viscoplastic finite element mehtod is presented. In the presented approach, the accumulated damage is traced and the piercing instant is determined when the accumulated damage reaches the critical damage value. A method of obtaining the critical damage value by comparing the tensile test result with the analysis one is given. The presented approach is verified by experiments and applied to automatic simulation of a sequence of 6-stage forging processes.

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Transient analysis of a subcritical reactor core with a MOX-Fuel using the birth-and-death model

  • Korbu, Tamara;Kuzmin, Andrei;Rudak, Eduard;Kravchenko, Maksim
    • Nuclear Engineering and Technology
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    • 제53권6호
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    • pp.1731-1735
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    • 2021
  • The operation of the nuclear reactor requires accurate and fast methods and techniques for analysing its kinetics. These techniques become even more important when the MOX-fuel is used due to the lower value of delayed neutron fraction 𝛽 for 239Pu. Based on a Birth-and-Death process review, the mathematical model of thermal reactor core has been proposed different from existing ones. The analytical method for thermal point-reactor parameters evaluation is described within this work. The proposed method is applied for analysis of the unsteady transient processes taking place in a thermal reactor at its start-up or shutdown power change, as well as during small accidental power variation from the rated value. Theoretical determination of MASURCA reactor core reactivity through the analysis of experimental data on neutron time spectra was made.