• 제목/요약/키워드: generation Y

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기계학습을 이용한 태양광 발전량 예측 및 결함 검출 시스템 개발 (Development of a System for Predicting Photovoltaic Power Generation and Detecting Defects Using Machine Learning)

  • 이승민;이우진
    • 정보처리학회논문지:컴퓨터 및 통신 시스템
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    • 제5권10호
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    • pp.353-360
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    • 2016
  • 여러 개의 태양전지들이 붙어 있는 태양광 패널을 이용하여 전력을 생산하는 태양광 발전은 최근 신재생 에너지 기술로 빠르게 성장하고 있는 분야이다. 하지만 태양광발전의 단점 중 하나인 불규칙한 전력 생산문제로 인해, 장비 및 패널 결함에 빠르게 대응하지 못하는 문제가 발생한다. 이 연구에서는 다양한 기후데이터와 패널 정보를 이용하여 태양광발전량 예측 방법들을 비교하여 최적의 예측 알고리즘을 평가하고 이를 기반으로 태양광발전소 결함 검출 시스템을 개발하여 국내 태양광 발전소에 적용한 사례를 기술한다.

다자게임에서 발전력제약이 복합전략 내쉬균형에 미치는 영향 (Effect of Generation Capacity Constraints on a Mixed Strategy Nash Equilibrium in a Multi-Player Game)

  • 이광호
    • 전기학회논문지
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    • 제57권1호
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    • pp.34-39
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    • 2008
  • Nash Equilibrium(NE) is essential to investigate a participant's bidding strategy in a competitive electricity market. Congestion on a transmission line makes it difficult to compute the NE due to causing a mixed strategy. In order to compute the NE of a multi-player game, some heuristics are proposed with concepts of a key player and power transfer distribution factor in other studies. However, generation capacity constraints are not considered and make it more difficult to compute the NE in the heuristics approach. This paper addresses an effect of generation capacity limits on the NE, and suggest a solution technique for the mixed strategy NE including generation capacity constraints as two heuristic rules. It is reported in this paper that a role of the key player who controls congestion in a NE can be transferred to other player depending on the generation capacity of the key player. The suggested heuristic rules are verified to compute the mixed strategy NE with a consideration of generation capacity constraints, and the effect of the generation constraints on the mixed strategy NE is analyzed in simulations of IEEE 30 bus systems.

PV와 PEFC를 병용한 가정용 분산 전원 시스템의 전력평준화 제어법 (Power Balancing Control Method of A Residential Distributed Generation System using Photovoltaic Power Generation and Polymer Electrolyte Fuel Cells)

  • 윤영변;문상필;박한석;우경일
    • 전기학회논문지P
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    • 제65권4호
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    • pp.335-339
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    • 2016
  • Output power in photovoltaic systems changes steeply with the change of the sun intensity. The change of output power has influence on the electric power quality of the system. This paper proposes a residential distributed generation system using photovoltaic power generation and polymer electrolyte fuel cells(hybrid systems). In order to level the output power which changes steeply the polymer electrolyte fuel cells are connected to the photovoltaic power generation system in parallel. Thus the generated power of all the system can be leveled. However, the steep generated power in the photovoltaic power generation system can not be leveled. Therefore, the electric double layer capacitor(EDLC) is connected in parallel with the hybrid systems. It is confirmed by the simulation that the proposed distributed generation system is available for a residential supply.

A Feasibility Design of PEMFC Parallel Operation for a Fuel Cell Generation System

  • Kang, Hyun-Soo;Choe, Gyu-Yeong;Lee, Byoung-Kuk;Hur, Jin
    • Journal of Electrical Engineering and Technology
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    • 제3권3호
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    • pp.408-421
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    • 2008
  • In this paper, the parallel operation for a FC generation system is introduced and designed in order to increase the capacity for the distributed generation of a proton exchange membrane fuel cell (PEMFC) system. The equipment is the type that is used by parallel operated PEMFC generation systems which have two PEMFC systems, two dc/dc boost converters with shared dc link, and a grid-connected dc/ac inverter for embedded generation. The system requirement for the purpose of parallel operated generation using PEMFC system is also described. Aspects related to the mechanical (MBOP) and electrical (EBOP) component, size, and system complexity of the distributed generation system, it is explained in order to design an optimal distributed generation system using PEMFC. The optimal controller design for the parallel operation of the converter is suggested and informative simulations and experimental results are provided.

저압 모의선로에 소형발전원 연계시 특성 (Connected Characteristics for Small Generation Source of Low Voltage Model Grids)

  • 이상우;강진규;이동하;박태준
    • 조명전기설비학회논문지
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    • 제27권2호
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    • pp.45-53
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    • 2013
  • In this paper, we analyze the typical phase voltage and line current waveform characteristics of the distribution system with 3 phase small synchronous generation source in case with load and non-load group, in order to investigate the power quality for end load connected of generation source. As demonstrated by our experimental results, the distortion and power quality of phase voltage and line current waveform were relatively good for low voltage 3 phase model grids connected of 3 phase small synchronous generation source in case with non-load group. However, distortion and power quality of voltage and current waveform was poor for low voltage 3 phase model grids connected to 3 phase small synchronous generation source in the load group with some phase voltage and frequency difference. From the above results, we conclude that the phase voltage and frequency of 3 phase generation source must be identical to that of distribution system source to maximize the power quality. Also, special attention is required in case of having load group or non-load group to 3 phase generation source.

Parameter Optimization for Cost Reduction of Microbubble Generation by Electrolysis

  • Lucero, Arpon Jr;Kim, Dong-Seog;Park, Young-Seek
    • 한국환경과학회지
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    • 제26권3호
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    • pp.269-280
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    • 2017
  • To lower the operational cost of microbubble generation by electrolysis, optimization of parameters limiting the process must be carried out for the process to be fully adopted in environmental and industrial settings. In this study, four test electrodes were used namely aluminum, iron, stainless steel, and Dimensionally Sable Anode (DSA). We identified the effects and optimized each operational parameter including NaCl concentration, current density, pH, and electrode distance to reduce the operational cost of microbubble generation. The experimental results showed that was directly related to the rate and cost of microbubble generation. Adding NaCl and narrowing the distance between electrodes caused no substantial changes to the generation rate but greatly decreased the power requirement of the process, thus reducing operational cost. Moreover, comparison among the four electrodes operating under optimum conditions revealed that aluminum was the most efficient electrode in terms of generation rate and operational cost. This study therefore presents significant data on performing costefficient microbubble generation, which can be used in various environmental and industrial applications.

건축에서 3차원 기반 형태생성을 위한 IDEF${\emptyset}$ 프로세스 모델에 관한 연구 (Development of IDEF${\emptyset}$ Process Model for 3d-based Architectural Form Generation)

  • 우승학;추승연;최아리나
    • 한국주거학회:학술대회논문집
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    • 한국주거학회 2008년 추계학술발표대회 논문집
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    • pp.181-187
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    • 2008
  • It's difficult for other designer to understand easily, due to existing abstract form-generation method of digital authors like Greg Lynn and Peter D. Eisenman. This study uses IDEF${\emptyset}$ process diagram in order to remodel procedures and elements of this abstract 3d based form-generation method. IDEF${\emptyset}$ process diagram is the method operated prior to a design of digital program. For object-oriented modeling of each form-generation element technology, IDEF${\emptyset}$ process has been modeled. For this sort of IDEF${\emptyset}$ process modeling, digital architectural theory and analysis method has been generalized With them above, this study suggests the 3d-based form-generation IDEF${\emptyset}{\emptyset}$process model for developing digital tool eventually through the object-oriented components and setting up the mutual roles, relation as well. In conclusion, 3d-based form-generation IDEF${\emptyset}$process model, this study suggests, models form generation methods of existing digital authors using IDEF${\emptyset}$ process for developing digital tool in the future.

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Analysis on the Operational Characteristics of the Combined Generation System with Power Storage Apparatus that Apply Microcontroller

  • Lim, Jung-Yeol;Yoon, Seok-Am;Cha, In-Su
    • KIEE International Transaction on Electrical Machinery and Energy Conversion Systems
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    • 제12B권1호
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    • pp.24-30
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    • 2002
  • The developments of the solar and the wind power energy are necessary since the future alternative, energies that have no pollution and no limitation are restricted. Currently power generation system of MW scale has been developed, but it still has a flew faults with the weather condition. In order to solve these existing problem combined generation system of photovoltaic(400W) and wind power generation system(400W) was suggested. It combines wind power and solar energy to have the supporting effect from each other. However, since even combined generation system cannot always generate stable output with ever-changing weather condition, power storage apparatus that uses elastic energy of spiral spring to combined generation system was also added far the present study. In an experiment, when output of combined generation system gets lower than 12V(charging voltage), power was continuously supplied to load through the inverter by charging energy obtained from generating rotary energy of spiral spring operates in small scale generator.

A Study on the Development and Effects of 'Three Generation Family-Madang Program' (Three Generational Integrative Program)

  • Chung, Ock-Boon;Chung, Soon-Hwa;Kim, Kyoung-Eun;Park, Youn-Jung
    • International Journal of Human Ecology
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    • 제8권2호
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    • pp.85-97
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    • 2007
  • The two main purposes of this study were to develop the 'Three Generation Family-Madang Program' and to examine its effects on enhancing family functioning and strengthening family relationships. The 'Three Generation Family-Madang Program' consisted of six sessions, each of which included various types of activities and educational materials to evoke interests of the three-generation family members. Subjects of this study were 21 triples, consisting of mothers and their family members, each for the experimental group and the control group, respectively. Mean, Standard Deviation, MANCOVA, and Discriminant Analysis were carried out for the data analyses. Our results showed that the 'Three Generation Family-Madang Program' was effective in enhancing family adaptability and family relationships. Our program focused on the parent generation to have a better understanding and a more positive perspective toward other family members, which would enhance family functioning and family relationships. Our program also received positive feedback from the grandparent and grandchildren generation participants.

N세대의 화장품 소비 경향 조사분석 (Investigation on Trend of Makeup Products of N-Generation)

  • 김용선;이정민
    • 한국패션뷰티학회지
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    • 제2권1호
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    • pp.75-85
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    • 2004
  • Since, N-Generation equipped with internet seek for more reasonable consumption, they are seeking positive toward the latest vogue and having strong desires for better consumption. In such, the makeup industry produces makeup products specially made for the N-Generation. The products not only directly reflect the skin features of the N-Generation but also form different. Therefore, the purpose of this study tries to find out the distinctive consumption of the N-Generation that rises as the new consumer group of the new millennium in the makeup industry and their purchase behaviors. The investigation was done on 200 females aging from 13 to 23. Investigation method was done face-to-face interview conducted from Dec. 1st to Dec. 8th, 2003 for a week. Through the study, it can be seen that the network generation is interested in e-commerce and such trend show the possibility of makeup market in the e-commerce. Also, it is suggested that the study can be used as useful data when establishing marketing strategies in the relevant industry. The result where the N-generation demands for distinctive products just for them can be used as an alternative plan of market division policy.

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