• Title/Summary/Keyword: Design automation

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Machine learning-based design automation of CMOS analog circuits using SCA-mGWO algorithm

  • Vijaya Babu, E;Syamala, Y
    • ETRI Journal
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    • v.44 no.5
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    • pp.837-848
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    • 2022
  • Analog circuit design is comparatively more complex than its digital counterpart due to its nonlinearity and low level of abstraction. This study proposes a novel low-level hybrid of the sine-cosine algorithm (SCA) and modified grey-wolf optimization (mGWO) algorithm for machine learning-based design automation of CMOS analog circuits using an all-CMOS voltage reference circuit in 40-nm standard process. The optimization algorithm's efficiency is further tested using classical functions, showing that it outperforms other competing algorithms. The objective of the optimization is to minimize the variation and power usage, while satisfying all the design limitations. Through the interchange of scripts for information exchange between two environments, the SCA-mGWO algorithm is implemented and simultaneously simulated. The results show the robustness of analog circuit design generated using the SCA-mGWO algorithm, over various corners, resulting in a percentage variation of 0.85%. Monte Carlo analysis is also performed on the presented analog circuit for output voltage and percentage variation resulting in significantly low mean and standard deviation.

Optimal design of the network service for the Electric Power Automation IT Infra. (전력자동화 통신망 인프라를 이용한 네트워크 서비스 최적 구축 방안)

  • Park, Soo-Hwan
    • Proceedings of the KIEE Conference
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    • 2011.07a
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    • pp.730-731
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    • 2011
  • EPA(Electric Power Automation IT Infra) is a System for Protective Information Transmitter & Receiver and network service. KEPCO(Korea Electric Power Corporation) is building up a high-speed communication network to accept Smart Grid Infra expansion and various terminal communication media characteristic. Recently, MSPP(Multi Service Provisioning Platform) System is establishted to network service. But there are many considerations for optimal design of network service for the Electric Power Automation IT Infra.

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Optimal design of DNP 3.0 network for the Distribution Automation System (배전자동화통신망을 위한 DNP 3.0 최적 설계 방안)

  • Kim, Tae-Gyeong
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.422_423
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    • 2009
  • DNP 3.0 is the most widely used data communication protocol for electric power control systems. KEPCO(Korea Electric Power Corporation) also uses DNP 3.0 as a data transmission protocol for the DAS(Distribution Automation System) and the SCADA system of the transmmission system. But DNP 3.0 is one of the oldest industrial standard having many restrictions and there are many considerations for optimal design of DNP 3.0 network for the Distribution Automation System.

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Modeling and Design of Zero-Voltage-Switching Controller for Wireless Power Transfer Systems Based on Closed-Loop Dominant Pole

  • Chen, Cheng;Zhou, Hong;Deng, Qijun;Hu, Wenshan;Yu, Yanjuan;Lu, Xiaoqing;Lai, Jingang
    • Journal of Power Electronics
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    • v.19 no.5
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    • pp.1235-1247
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    • 2019
  • Zero-Voltage-Switching (ZVS) operation for a Wireless Power Transfer (WPT) system can be achieved by designing a ZVS controller. However, the performance of the controller in some industrial applications needs to be designed tightly. This paper introduces a ZVS controller design method for WPT systems. The parameters of the controller are designed according to the desired performance based on the closed loop dominant pole placement method. To describe the dynamic characteristics of the system ZVS angle, a nonlinear dynamic model is deduced and linearized using the small signal linearization method. By analyzing the zero-pole distribution, a low-order equivalent model that facilitates the controller design is obtained. The parameters of the controller are designed by calculating the time constant of the closed-loop dominant poles. A prototype of a WPT system with the designed controller and a five-stage multistage series variable capacitor (MSVC) is built and tested to verify the performance of the controller. The recorded response curves and waveforms show that the designed controller can maintain the ZVS angle at the reference angle with satisfactory control performance.

Development of a Document-Oriented and Web-Based Nuclear Design Automation System (문서중심 및 웹기반 노심설계 자동화 시스템 개발)

  • Park Yong Soo;Kim Jong Kyung
    • Journal of Information Technology Applications and Management
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    • v.11 no.4
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    • pp.35-47
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    • 2004
  • The nuclear design analysis requires time-consuming and erroneous model-input preparation. code run. output analysis and quality assurance process. To reduce human effort and improve design quality and productivity. Innovative Design Processor (IDP) is being developed. Two basic principles of IDP are the document-oriented desigll and the web-based design. The document-oriented design is that. if the designer writes a design document called active document and feeds it to a special program. the final document with complete analysis. table and plots is made automatically. The active documents can be written with Microsoft Word or created automatically on the web. which is another framework of IDP. Using the proper mix-up of server side and client side programming under the LAMP (Linux/Apache/MySQL/PHP) environment. it e design process on the web is modeled as a design wizard style so that even a novice designer makes the design document easily. This automation using the IDP is now being implemented for all the reload design of Korea Standard Nuclear Power Plant (KSNP) type PWRs. The introduction of this process will allow large reduction in all reload design efforts of KSNP and provide a platform for design and R&D tasks of KNFC.

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TUTUM Easy-seismic: Development of a Seismic Design Automation Software for Building Fire Protection Systems (TUTUM Easy-seismic: 소방시설 내진설계 자동화 소프트웨어 개발)

  • Oh, Chang-Soo;Choi, Jun-Ho
    • Fire Science and Engineering
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    • v.33 no.5
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    • pp.140-148
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    • 2019
  • In line with the "mandatory seismic design of fire protection facilities," development of design automation software is indispensable for improving the reliability and efficiency of seismic design. The seismic design automation software developed in this study is an automated S/W for seismic design of fire-fighting facilities, and functions such as automatic arrangement of anti-shake braces according to Korea National Fire Agency's Seismic Design Standards for fire-fighting facilities, output of seismic bracing calculation bills and automatic quantities counting. In addition, the seismic design automation software not only reduces the work speed by three times compared to the manual design of the designer, but also improves the reliability of the design by reducing the human error related to the design quantity such as the brace. In addition, in the seismic design method of fire protection facilities that have been approached conservatively, it was possible to perform the optimal seismic design by using computer algorithms for at least in the use of braces.

An Automated Design System for Ball-joint Parts of Automobiles (솔리드 모델러 기반의 볼 조인트 부품설계 자동화 시스템)

  • Kang, Jae-Gwan;Lee, Gwang-Il
    • IE interfaces
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    • v.16 no.spc
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    • pp.138-143
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    • 2003
  • In this paper, an automated design system for ball-joint parts based on 3-D solid modeler is developed. Parametric modeling and API provided by 3-D solid modeler is engaged to develope the system which consists of four main modules such as : 3-D part modeling, parts assembling, 2-D drafting, and database interfacing modules. The automated design system is implemented on a computer, and shows us that it shorten the design processing time which have taken over 5 hours to only few minutes.

SUSTAINABLE DESIGN AUTOMATION AND MANAGEMENT USING XML

  • Byeong Cheol Lho;Jeong Hoon Kim;Ok Youn Yu;Julian Kang
    • International conference on construction engineering and project management
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    • 2005.10a
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    • pp.592-595
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    • 2005
  • Concrete slab bridge is one of most common structures employed for local road constructions because of its simplicity in design and construction. Computer applications were developed to automate the repetitive computation for these simple structures. However, in most cases, managing the electronic documents produced by these applications has not been incorporated with design automation application yet. Resultant documents are often managed by individuals and disappear as time goes by due to lack of systemic management. This paper introduces a Web-based application developed to not only speed up the design process but also enhance the collection and manipulation of resultant electronic documents.

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A study on the VLSI design automation (VLSI 설계 자동화에 대한 연구)

  • 경종민
    • 제어로봇시스템학회:학술대회논문집
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    • 1986.10a
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    • pp.623-628
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    • 1986
  • This paper reviews various CAD(Computer-Aided design) or DA(Design Automation) procedures for specification, design and verification of VLSI chips. The growth and widening of engineering achievements and applicational varieties in this revisited field has been truly explosive for the last five years. Recent trends in VLSI/CAD area and their possible implications on the future evolution of DA society are briefly touched upon. The relative importance of chip specification and design capability within the whole Korean electronics infrastructure in the future is explained with several possible suggestions for coping with upcoming difficulties already being seen in this challenging yet promising area.

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A Development of Prototype Design Automation System for Standard Connections Using High-Strength Bolts based on BIM (BIM 기반의 고력볼트 마찰접합부 설계자동화 시스템의 프로토타입 구축)

  • Eom, Jin-Up;Shin, Tae-Song
    • Journal of Korean Society of Steel Construction
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    • v.23 no.5
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    • pp.637-646
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    • 2011
  • This study is related to the development of a design automation system for the construction design phase of steel structures. The system intended for beam splice friction connections using high-strength bolts. The standard design method and standardization principles that are suggested in the design manual for standard connections using high-strength bolts published by the Korean Society of Steel Construction(KSSC) were reviewed. A structural analysis algorithm was formulated from the review. A design automation system that can automatically calculate the structural design of connections and automatically generate the connection model without separate inputs was developed. To verify the validity of the developed system, its results were compared with the date in the table for the connection design in the Design Manual. The development system was also applied to the sample model. Then the structural design results were compared with the properties of the connection models and drawings created from the results.