• Title/Summary/Keyword: growth modeling

Search Result 876, Processing Time 0.023 seconds

Design and Fabrication of InP/InGaAs PIN Photodiode for Horizontally Integrated OEIC's (수평집적형 광전자집적회로를 위한 InP/InGaAs PIN 광다이오드의 설계 및 제작)

  • 여주천;김성준
    • Journal of the Korean Institute of Telematics and Electronics A
    • /
    • v.29A no.4
    • /
    • pp.38-48
    • /
    • 1992
  • OEIC(Optoelectronic Integrated Circuit)'s can be integrated horizontally or vertically. Horizontal integration approach is, however, more immune to parasitic and more universally applicable. In this paper, a structural modeling, fabrication and characterization of PIN photodiodes which can be used in the horizontal integration are performed. For device modeling, we build a transmission line model from 2-D device simulation, from which lumped model parameters are extracted. The speed limits of the PIN photodiodes can also be calculated under various structural conditions from the model. Thus optimum design of horizontally integrated PIN photodiodes for high speed operation are possible. Such InGaAs/InP PIN photodiodes for long-wavelength communications are fabricated using pit etch, epi growth, planarization, diffusion and metallization processes. Planarization process using both RIE and wet etching and diffusion process using evaporated Zn$_{3}P_{2}$ film are developed. Characterization of the fabricated devices is performed through C-V and I-V measurements. At a reserve bias of 10V, the dark current is less than 5nA and capacitance is about 0.4pF. The calculated bandwidth using the measured series resistance and capacitance is about 4.23GHz.

  • PDF

An Improved Learning Approach for the Resource- Allocating Network (RAN) (RAN을 위한 개선된 학습 방법)

  • 최종수;권오신;김현석
    • Journal of the Korean Institute of Telematics and Electronics C
    • /
    • v.35C no.11
    • /
    • pp.89-98
    • /
    • 1998
  • The enhanced resource-allocating network(ERAN) that adaptively generates hidden units of radial basis function(RBF) network for systems modeling has been proposed. The ERAN is an improved version of the resource-allocating network(RAN) that allocates new hidden units based on the novelty of observation data. The learning process of the ERAN involves allocation of new hidden units and adjusting the network parameters. The network starts with no hidden units. As observation data are received, the network adds a hidden units only if the three network growth criteria are satisfied. The network parameters are adjusted by the LMS algorithm. The performance of the ERAN is compared with the RAN for nonlinear static systems modeling problem with sequential and random learning. For two simulations, the ERAN has been shown to realize RBF networks with better accuracy with fewer hidden units.

  • PDF

A Study on the Survey about the Interior Design of General Hospital's Ultrasonography (종합병원별 초음파검사실의 실내디자인에 대한 이용자 평가에 관한 연구)

  • Kim Su-Jung;Choi Young-Mi;Lee Sang-Ho
    • Korean Institute of Interior Design Journal
    • /
    • v.13 no.6
    • /
    • pp.39-47
    • /
    • 2004
  • A general hospitals change continuously and rapidly, the way of growth and change becomes an important factor in the interior design. For this purpose, it compares and analyzes the image between different general hospital's ultrasonography with content level in the interior design to aspect investigating the preferences of the patient. Also the field survey on the real users was carried out, asking what kind of interior design you like in the general hospital ultrasonography. These research materials can be utilized for the practice application in the interior design of general hospital ultrasonography with the analyzing each available space. In the survey result, the point on the users needs things which are considered as the most important aspect for the fundamental data for the reasonable design planning and the basic principles of the modeling plan in the hospital's ultrasonography. So this study is to investigate and analyze the characteristics of the waiting area, way finding, color, lighting, counter design. This study would apply to interior design for the modeling of general hospital's ultrasonography.

The modeling of electrical characteristics with crack pattern in crystalline solar cell (결정질 태양전지 crack 패턴에 따른 전기적 특성 모델링)

  • Song, Young-Hun;Kang, Gi-Hwan;Yu, Gwon-Jong;Ahn, Hyung-Gun;Han, Deuk-Young
    • 한국태양에너지학회:학술대회논문집
    • /
    • 2011.11a
    • /
    • pp.239-244
    • /
    • 2011
  • In this paper, we analyzed the electrical characteristics with crack pattern in crystalline solar cell. crystalline solar cells with a thin substrate, even small shocks can be easily damaged. Before the module goes through many processes, because the solar cells are at risk of a crack. That occurred early in the PV module micro-crack is not easily detection by eye test or output test. Because the EL (Electroluminescence) device has been detected using. PV module is made by laminated of a variety of materials. By different properties of each material will affect the crack. For this reason, the crack will grow and affect the output. And We analyzed the three crack patterns in crystalline solar cell. A growth of cracks on crystalline solar cell was interpreted by analysing generated cracks on the PV modules. Based on this interpretation, an electrical output value was calculated by mathematical modeling on electrical output characteristic with each crack patterns.

  • PDF

An Application of System Dynamics Modeling to the Measurement of the effectiveness of Local Regional Sustainable Development Strategies: A Case of the Revival of Bamboo Industry in Damyang, JeollaNamdo (지역의 생태지향적 발전전략 평가를 위한 체계동태모형의 정립과 적용 -담양군 대나무 신산업 육성전략의 파급효과 분석-)

  • Jeong, Hoi-Seong;Jeon, Dae-Uk
    • Korean System Dynamics Review
    • /
    • v.7 no.1
    • /
    • pp.147-172
    • /
    • 2006
  • With the purpose of long-range planning toward local/regional sustainable development, it is desired to avoid unconditional industrialization and expansion and to build an eco-oriented development strategy considering site-specific characteristics of the environment. This paper thus aims at the elaboration of a system dynamics model of a locality/region so as to understand inherent dynamics of sustainable development and to assess the effectiveness of such an eco-oriented strategy. The model thus consists of several positive and negative feedback loops that accelerate or restrict local/regional economic growth within a system boundary incorporating the environment, economy, and society. The model is moreover applied to the assessment of the effectiveness of the development plan recently established in Damyang in JeollaNamdo, Korea. It is regarded in this case to be effective for population immigration and economic prosperity to give priority to restore the bamboo ecosystem and nourish a series of eco-friendly industries based on the bamboo items developed recently. It is also to be positive to sustainable development since it enables to maintain high quality of the environment from the outset of their development steps.

  • PDF

A Development of Fire Evacuation Simulation System Based 3D Modeling (3차원 공간 기반의 화재피난 시뮬레이션 시스템 개발)

  • Hwang, Yeon-Jung;Koo, Won-Yong;Hwang, Yen-Kyung;Youn, Ho-Ju
    • Fire Science and Engineering
    • /
    • v.25 no.6
    • /
    • pp.156-167
    • /
    • 2011
  • The number of buildings is growing at a rapid pace in Korea. It is driven by significant economic improvements, the rapid population growth and urban centralization. Such being this case, some city are underway to building enlargement, Manhattanization. To Solve these problem and ensure the safety of live, fire Evacuation Simulation system is used for safe check of buildings. Forecasting an egress behavior in building fire is so important in order to construct a safe and reliable environment. But, currently most of the fire evacuation simulation system used in practice are foreign software that is not reflect korean conditions. Thus, This study focus on objectives that develop a fire evacuation system considering Korean Characteristics and create 3D space-based topology. so the system calculate evacuation path. This system developed as a result of research can be used by architectural designer in practice due to it is based 3D spatial information modeling.

A Load-Balancing Approach Using an Improved Simulated Annealing Algorithm

  • Hanine, Mohamed;Benlahmar, El-Habib
    • Journal of Information Processing Systems
    • /
    • v.16 no.1
    • /
    • pp.132-144
    • /
    • 2020
  • Cloud computing is an emerging technology based on the concept of enabling data access from anywhere, at any time, from any platform. The exponential growth of cloud users has resulted in the emergence of multiple issues, such as the workload imbalance between the virtual machines (VMs) of data centers in a cloud environment greatly impacting its overall performance. Our axis of research is the load balancing of a data center's VMs. It aims at reducing the degree of a load's imbalance between those VMs so that a better resource utilization will be provided, thus ensuring a greater quality of service. Our article focuses on two phases to balance the workload between the VMs. The first step will be the determination of the threshold of each VM before it can be considered overloaded. The second step will be a task allocation to the VMs by relying on an improved and faster version of the meta-heuristic "simulated annealing (SA)". We mainly focused on the acceptance probability of the SA, as, by modifying the content of the acceptance probability, we could ensure that the SA was able to offer a smart task distribution between the VMs in fewer loops than a classical usage of the SA.

Impact of Economic Value in the O2O Distribution Channel on Brand Attractiveness and Performance

  • Seok-Beom, CHOI;Hye-Young, JOO;Hokey, MIN;Qaiser Farooq, DAR;Young-Hyo, AHN
    • Journal of Distribution Science
    • /
    • v.21 no.2
    • /
    • pp.7-20
    • /
    • 2023
  • Purpose: With the unique feature of O2O, consumers are now able to check the profile of the services and products online and then consume them in offline venues or vice versa. This study provides motivation and practical implications about online-to-offline (O2O) distribution channels and investigates the relationship between economic values, service consistency and brand identity attractiveness in the O2O distribution channel. Then identify the impact of brand identity attractiveness on the performance (reputation and reuse intention). Research design, data, and methodology: Structural equation modeling (SEM) has been used to investigate the relationship between economic value and brand identity attractiveness, which affects the reputation and reuse intention of services in O2O. Results: Empirical results show the positive and significant impact of economic value and service consistency on brand identity attractiveness which results the positive and significant impact on performance (reputation and reuse intention) in O2O. Conclusion: In the O2O distribution channel, economic value is an important aspect for the attractive image and brand identity. On the other side, brand identity attractiveness is important for the bright future of O2O services, continuous growth, achieving the distinct goal, keeping good promises with customers, and a better reputation of O2O services in distribution channels.

Analysis of User Reviews for Webtoon Applications Using Text Mining (텍스트 마이닝을 활용한 웹툰 애플리케이션 사용자 리뷰 분석)

  • Shin, Hyorim;Choi, Junho
    • The Journal of the Convergence on Culture Technology
    • /
    • v.8 no.4
    • /
    • pp.457-468
    • /
    • 2022
  • With the rapid growth of the webtoon industry, a new model for webtoon applications has emerged. We have entered the era of webtoon application version 3.0 after ver 1.0 and ver 2.0. Despite these changes, research on user review analysis for webtoon applications is still insufficient. Therefore, this study aims to analyze user reviews for 'Kakao Webtoon (Daum Webtoon)' that presented the webtoon application 3.0 model. For analysis, 20,382 application reviews were collected and pre-processed, and TF-IDF, network analysis, topic modeling, and emotional analysis were conducted for each version. As a result, the user experience of the webtoon application for each version was analyzed and usability testing conducted.

Factors Determining Adoption of Fintech Peer-to-Peer Lending Platform: An Empirical Study in Indonesia

  • SUNARDI, Rudy;HAMIDAH, Hamidah;BUCHDADI, Agung Dharmawan;PURWANA, Dedi
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.9 no.1
    • /
    • pp.43-51
    • /
    • 2022
  • Platform lending or online lending, sometimes called peer-to-peer (P2P) lending, arose due to the digital revolution to meet people's requirements for simple fund borrowing. It quickly became an alternative to other traditional lending techniques, for example, loans banks. Along with the growth of P2P lending, several academics have investigated how information technology is used in financial services, emphasizing extended application methods. This study proposes an enhanced technology acceptance model (TAM) that investigates how consumers embrace P2P lending platforms by using quality of service and perceived risk as drivers of trust, relative advantage and compatibility as drivers of perceived usefulness. For the purpose of this study, we created a questionnaire, distributed it to clients of P2P lending platforms and fintech services in general in cities in Java, Indonesia. We received 290 replies to our questionnaire. The data was analyzed to test the hypotheses using structural equation modeling (SEM). The findings show that consumers' trust, relative advantage, perceived usefulness, and perceived ease of use in P2P lending platforms substantially affect their views toward adoption. The research's findings are useful for fine-tuning platform marketing strategies and putting strategic goals into action.