• Title/Summary/Keyword: rule-based design

Search Result 824, Processing Time 0.032 seconds

A Design and Implementation of the M-Commerce Recommendation System using Web Mining (웹마이닝을 이용한 M-Commerce 추천시스템 설계 및 구현)

  • Lee, Kyong-Ho;Yoon, Chang-Hyun;Park, Doo-Soon
    • The Journal of Korean Association of Computer Education
    • /
    • v.6 no.3
    • /
    • pp.27-36
    • /
    • 2003
  • Rccommender systems are being used by an ever-increasing number of E-Commerce sites to help consumers find products to purchase. Recommender Systems offer a technology that allows personalized recommendations of items of potential interest to users based on information about similarities and dissimilarities among different user' tastes. However, despite enormous interest in recommender systems, both the number of available published techniques and information about their performance are limited. In this paper. we design and implement an M-Commerce recommendation systems using the past buying behavior of the consumer, consumer information, and association rule mining.

  • PDF

A Novel Cylindrical Capacitive Sensor for both Radial and Axial Motion Measurements (반경 방향 및 축 방향 운동 동시 측정을 위한 새로운 원통형 정전용량 변위센서)

  • Ahn H.J.;Kim J.H.;Jang D.Y.;Han D.C.
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 2005.06a
    • /
    • pp.276-279
    • /
    • 2005
  • This paper presents a novel cylindrical capacitive sensor (CCS) for both radial and axial motion measurements. Although the new CCS has almost the same geometric configuration as the conventional CCS, the unused axial area of the CCS is utilized to measure the axial motion of the rotor, which can affords more compact design and reduction of the system complexity. First, a theoretical model of the proposed CCS is derived. Based on the derived theoretical model, compensation methods to decouple the radial and axial motion measurements are proposed. In addition, error analysis is performed and a design rule is proposed to guarantee the same accuracy in measuring both radial and axial motions. Finally, a test rig and electronics for the proposed CCS are built and the effectiveness of the proposed CCS is verified with experiments and simulations.

  • PDF

Prediction of Creep Stress in High Temperature Piping System Using Elastic Follow-up Factor (탄성추종계수를 이용한 고온 배관계의 크리프 응력 예측)

  • Seo, Jun-Min;Youn, Gyo-Geun;Lee, Hyun-Jae;Oh, Young-Jin;Kim, Yun-Jae
    • Transactions of the Korean Society of Pressure Vessels and Piping
    • /
    • v.14 no.1
    • /
    • pp.32-37
    • /
    • 2018
  • When designing high temperature piping system, creep phenomena must be considered. Since ASME code does not provide detailed methods of design by rule (DBR) for high temperature piping, Finite element analysis should be performed. However, In the case of piping system with frequent design changes, creep analysis of the entire piping system for every change is ineffective and practically impossible. Therefore, based on elastic and elastic-plastic analysis, which takes a relatively short time, the creep stress is predicted by using elastic follow-up factor method provided in R5 code and plastic-creep analogy presented by Hoff. The predicted creep stress for a virtual piping system was compared with the creep analysis result and the two results showed similar stress relaxation tendency in time.

A Study on the Development of Academic Library Web Style Guide (대학도서관 웹 스타일 가이드 개발에 관한 연구)

  • Lee, Ju-Hyurn;Lee, Eung-Bong
    • Journal of the Korean Society for information Management
    • /
    • v.22 no.2 s.56
    • /
    • pp.103-124
    • /
    • 2005
  • This study analyzed the web style guide of five foreign university library web sites and extracted the web site components of main university libraries in ten domestic areas and then drew the common factors from the components. This study also found out the unity and rule in the general design trends of university library web sites. In order to do this, the results for the usability and accessibility of university library web sites were applied to this study. And being based on it. this study presents the web style guide components of the university libraries which are the factors to endow the web site with the consistently visual identity.

Development of Mandrel Forging Process for Large Conical Aluminum Shell (대형 원뿔형 알루미늄 실린더의 멘드렐 단조 공정 개발)

  • Nam, J.W.;Cho, J.R.;Lee, K.H.;Lee, I.H.
    • Transactions of Materials Processing
    • /
    • v.27 no.5
    • /
    • pp.276-280
    • /
    • 2018
  • This paper has developed a forging process for conical shells for making aluminum cylindrical large shells. An incremental forging process was applied to reduce forging loads and die cost. The preform is designed based on the crosssectional area of the final forged shape. Inner diameter of the preform for mandrel forging is constant, and outer diameter is conical so that it matches the cross-sectional area of the product. However, simulation confirmed that the larger diameter is smaller than predicted and the length is larger than predicted because in the initial stage of forging, the large diameter portion first comes into contact with the anvil at the initial stage of forging and stretches in longitudinal direction. So, it has developed a rule to design the preform considering 3-D deformation instead of plane strain deformation at the beginning stage of mandrel forging. The developed mandrel forging process can be applied to more similar products and economic benefits may be obtained.

Investigations on a vertical isolation system with quasi-zero stiffness property

  • Zhou, Ying;Chen, Peng
    • Smart Structures and Systems
    • /
    • v.25 no.5
    • /
    • pp.543-557
    • /
    • 2020
  • This paper presents a series of experimental and numerical investigations on a vertical isolation system with quasi-zero stiffness (QZS) property. The isolation system comprises a linear helical spring and disk spring. The disk spring is designed to provide variable stiffness to the system. Orthogonal static tests with different design parameters are conducted to verify the mathematical and mechanical models of the isolation system. The deviations between theoretical and test results influenced by the design parameters are summarized. Then, the dynamic tests for the systems with different under-load degrees are performed, including the fast sweeping tests, harmonic excitation tests, and half-sine impact tests. The displacement transmissibility, vibration reduction rate, and free vibration response are calculated. Based on the test results, the variation of the transmission rule is evaluated and the damping magnitudes and types are identified. In addition, the relevant numerical time history responses are calculated considering the nonlinear behavior of the system. The results indicate that the QZS isolation system has a satisfactory isolation effect, while a higher damping level can potentially promote the isolation performance in the low-frequency range. It is also proved that the numerical calculation method accurately predicts the transmission character of the isolation system.

Nonlinear effect on wave loads of large ships in time domain

  • Kim, Mun-Sung;Park, Jong-Jin;Kim, Byung-Woo;Eom, Jae-Kwang
    • International Journal of Naval Architecture and Ocean Engineering
    • /
    • v.3 no.1
    • /
    • pp.95-104
    • /
    • 2011
  • As sea state harsher in the ocean space, more large motion and wave loads occurs on ships hull by non-linear phenomena. To consider nonlinear effect on ships hull in the structural design verification, the direct calculation method with numerical approach is used rather than rule values for the reliable accuracy. In this paper, the non-linear wave loads analysis in time domain is performed by using a Rankine Panel Method together with numerical schemes. Linear calculations have been carried out based on DNV CSA-2 notation to generate the motion responses and wave loads of large ships. By short and long term analysis, the design wave amplitudes are selected for the nonlinear analysis. The maximum wave induced bending moment in hogging and sagging conditions are calculated in the nonlinear analysis. Also, the green water effect on the wave induced vertical bending moment was investigated. The results show the vertical bending moments are more influenced by green water in sagging condition than in hogging condition due to green water loading.

Design of A 1'${\times}$1', 512${\times}$512 Poly-Si TFT-LCD with Integrated 8-bit Parallel-Serial Digital Data Drivers

  • Shin, Won-Chul;Lee, Seung-Woo;Chung, Hoon-Ju;Han, Chul-Hi
    • Journal of Information Display
    • /
    • v.2 no.2
    • /
    • pp.1-6
    • /
    • 2001
  • A $1"{\times}l"$, $512{\times}512$ poly-Si TFT-LCD with a new integrated 8-bit parallel-serial digital data driver was proposed and designed. For high resolution, the proposed parallel-serial digital driver used serial video data rather than parallel ones. Thus, digital circuits for driving one column line could be integrated within very small width. The parallel-serial digital data driver comprised of shift registers, latches, and serial digital-to-analog converters (DAC's). We designed a $1"{\times}l"$, $512{\times}512$ poly-Si TFT-LCD with integrated 8-bit parallel-serial digital data drivers by a circuit simulator which has physical-based analytical model of poly-Si TFT's. The fabricated shift register well operated at 2 MHz and $V_{DD}$=10V and the fabricated poly-Si TFT serial DAC's, which converts serial digital data to an analog signal, could convert one bit within $2.8{\mu}s$. The driver circuits for one data line occupied $8100{\times}50{\mu}m^2$ with $4{\mu}m$ design rule.

  • PDF

Design of TSK Fuzzy Nonlinear Control System for Ship Steering (선박조타의 TSK 퍼지 비선형제어시스템 설계)

  • Chae, Yang-Bum;Lee, Won-Chan;Kang, Geun-Taek
    • Journal of Navigation and Port Research
    • /
    • v.26 no.2
    • /
    • pp.193-197
    • /
    • 2002
  • This paper suggests a method to design TSK(Takagi-Sugeno-Kang) fuzzy nonlinear control system for automatic steering system which contains the nonlinear component of ship's maneuvering equation. A TSk fuzzy model can be identified using input-output data and represent a nonlinear system very well. A TSK fuzzy controller can be designed systematically from a TSK fuzzy model because the consequent part of TSK fuzzy rule is a linear input-output equation having a constant term. Therefore, this paper suggests the method identifying the TSK fuzzy model and designing the TSK fuzzy controller based on the TSK fuzzy model for ship steering.

A High Frequency Op-amp for High Speed Signal Processing (고속신호처리를 위한 고주파용 Op-Amp 설계)

  • 신건순
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.6 no.1
    • /
    • pp.25-29
    • /
    • 2002
  • There is an increasing interest in high-speed signal processing in modern telecommunication and SC circuit, HDTV, ISDN. There are many methods of high-speed signal processing. This paper describes a design approach for the realization of high-frequency Op-amp in CMOS technology. A limiting factor in Op-amp based analog integrated circuits is the limited useful frequency range. this thesis will develop a CMOS op-amp architecture with improved gainband width product with this technique an op-amp will achieve up to 170MHz (CL=2pF) unity-gain frequency with a 1.2-micron design rule. This CMOS op-amp is particularly suitable for achieving wide and stable closed-loop band widths, such as required in high-frequency SC filters, high-speed analog circuits.