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Evolutionary Algorithm for Process Plan Selection with Multiple Objectives

  • MOON, Chiung;LEE, Younghae;GEN, Mitsuo
    • Industrial Engineering and Management Systems
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    • v.3 no.2
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    • pp.116-122
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    • 2004
  • This paper presents a process plan selection model with multiple objectives. The process plans for all parts should be selected under multiple objective environment as follows: (1) minimizing the sum of machine processing and material handling time of all the parts considering realistic shop factors such as production volume, processing time, machine capacity, and capacity of transfer device. (2) balancing the load between machines. A multiple objective mathematical model is proposed and an evolutionary algorithm with the adaptive recombination strategy is developed to solve the model. To illustrate the efficiency of proposed approach, numerical examples are presented. The proposed approach is found to be effective in offering a set of satisfactory Pareto solutions within a satisfactory CPU time in a multiple objective environment.

Optimum design of steel space structures using social spider optimization algorithm with spider jump technique

  • Aydogdu, Ibrahim;Efe, Perihan;Yetkin, Metin;Akin, Alper
    • Structural Engineering and Mechanics
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    • v.62 no.3
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    • pp.259-272
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    • 2017
  • In this study, recently developed swarm intelligence algorithm called Social Spider Optimization (SSO) approach and its enhanced version of SSO algorithm with spider jump techniques is used to develop a structural optimization technique for steel space structures. The improved version of SSO uses adaptive randomness probability in generating new solutions. The objective function of the design optimization problem is taken as the weight of a steel space structure. Constraints' functions are implemented from American Institute of Steel Construction-Load Resistance factor design (AISC-LRFD) and Ad Hoc Committee report and practice which cover strength, serviceability and geometric requirements. Three steel space structures are optimized using both standard SSO and SSO with spider jump (SSO_SJ) algorithms and the results are compared with those available in the literature in order to investigate the performance of the proposed algorithms.

Context-Aware Mobile Gateway Relocation Scheme for Clustered Wireless Sensor Networks

  • Encarnacion, Nico N.;Yang, Hyunho
    • Journal of information and communication convergence engineering
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    • v.10 no.4
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    • pp.365-371
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    • 2012
  • In recent years, researchers have been attracted to clustering methods to improve communication and data transmission in a network. Compared with traditional wireless networks, wireless sensor networks are energy constrained and have lower data rates. The concept of implementing a clustering algorithm in an existing project on gateway relocation is being explored here. Low energy adaptive clustering hierarchy (LEACH) is applied to an existing study on relocating a gateway. The study is further improved by moving the gateway to a specific cluster based on the number or significance of the events detected. The protocol is improved so that each cluster head can communicate with a mobile gateway. The cluster heads are the only nodes that can communicate with the mobile gateway when it (the mobile gateway) is out of the cluster nodes' transmission range. Once the gateway is in range, the nodes will begin their transmission of real-time data. This alleviates the load of the nodes that would be located closest to the gateway if it were static.

Fast Motion Estimation Based on a Modified Median Operation for Efficient Video Compression

  • Kim, Jongho
    • Journal of information and communication convergence engineering
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    • v.12 no.1
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    • pp.53-59
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    • 2014
  • Motion estimation is a core part of most video compression systems since it directly affects the output video quality and the encoding time. The full search (FS) technique gives the highest visual quality but has the problem of a significant computational load. To solve this problem, we present in this paper a modified median (MMED) operation and advanced search strategies for fast motion estimation. The proposed MMED operation includes a temporally co-located motion vector (MV) to select an appropriate initial candidate. Moreover, we introduce a search procedure that reduces the number of thresholds and simplifies the early termination conditions for the determination of a final MV. The experimental results show that the proposed approach achieves substantial speedup compared with the conventional methods including the motion vector field adaptive search technique (MVFAST) and predictive MVFAST (PMVFAST). The proposed algorithm also improves the PSNR values by increasing the correlation between the MVs, compared with the FS method.

Instantaneous Torque Estimation and Switching Angle Control for Optimal Operation of SRM (SRM의 최적운전을 위한 순시토크 추정과 스위칭 각 제어)

  • Baik Won-Sik;Kim Min-Huei;Kim Nam-Hun;Choi Kyeong-Ho;Kim Dong-Hee
    • Proceedings of the KIPE Conference
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    • 2004.07b
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    • pp.944-948
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    • 2004
  • This paper presents a simple torque estimation method and switching angle control of Switched Reluctance Motor (SRM) using Neural Network (NN). SRM has gaining much interest as industrial applications due to the simple structure and high efficiency. Adaptive switching angle control is essential for the optimal driving of SRM because of the driving characteristic varies with the load and speed. The proper switching angle which can increase the efficiency was investigated in this paper. NN was adapted to regulate the switching angle and nonlinear inductance modelling. Experimental result shows the validity of the switching angle controller.

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Adaptive MAC Scheduling Scheme using Partial Queue Length Information in IEEE Wireless LAN (IEEE 무선랜에서 부분적인 큐 정보를 이용한 적응적인 MAC 스케쥴링 기법)

  • Shin Soo-Young;Jang Yeong Min
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.11B
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    • pp.974-979
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    • 2004
  • In the IEEE 802.1 Ib, DCF provides contention based services and PCF provides contention free services for QoS suppof. DCF uses CSMA/CA (Carrier Sense Multiple Access/collision Avoidance) as an access protocol. In this paper, an enhanced PCF, which gives weights to channels with heavy traffic load, was proposed. The weight is depending on the partial queue length information from STAs. NS-2 simulation results show that the proposed scheme is an promising approach for enhancing the PCF.

A Study Fast Response Control of Induction Motor by Vector Control Algorithm (벡터제어 알고리즘에 의한 유도전동기의 속응제어에 관한 연구)

  • Hwang, Lak-Hoon;Jang, Jin-Hyog;Shin, Yang-Ho;Lee, Chun-Sang;Cho, Mun-Teak
    • Proceedings of the KIEE Conference
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    • 2001.07b
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    • pp.1172-1175
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    • 2001
  • Recently, vector control without a speed sensor for an inverter induction motor system has been developed. In this paper describes the vector control system estimates rotor speed based on FMRAS(Flux Model Reference Adaptive System). Because of improving the initial condition and drift problem by pure integrator is eliminated, we can be expected to rapid responsibility of the speed estimation. The stability of speed estimator is proved on the basis of hyperstability theory. Proposed control system used TMS320C31 DSP for high speed processing. The effectiveness of the proposed system is verified by simulation and experimental results. This result shows that the highly characteristic speed estimation and robust character of load regulation.

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A High Speed Address Recovery Technique for Single-Scan Plasma Display Panel(PDP) (Single-Scan Plasma Display Panel(PDP)를 위한 고속 어드레스 에너지 회수 기법)

  • Lee, Jun-Young
    • Proceedings of the KIEE Conference
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    • 2005.05a
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    • pp.239-242
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    • 2005
  • A high speed address recovery technique for AC plasma display Panel(PDP) is proposed. By removing the GND switching operation, the recovery speed can be increased and switching loss due to GND switch also becomes to be reduced. The proposed method is able to perform load-adaptive operation by controlling the voltage level of energy recovery capacitor, which prevents increasing inefficient power consumption caused by circuit loss during recovery operation. Thus, the technique shows the minimum address power consumption according to various displayed images, different from Prior methods operating in fixed mode regardless of images. Test results with 50" HD single-scan PDP(resolution = 1366$\times$768) show that less than 350ns of recovery time is successfully accomplished and about 54% of the maximum power consumption can be reduced, tracing minimum power consumption curves.

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A modified model reference adaptive system for the speed identification of induction motors

  • Hur, Namho;Hong, Kichul;Nam, Kwanghee
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.427-431
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    • 1996
  • The MRAS proposed by Schauder [8] is modified to improve robustness to the change of load torque and/or the variation of the stator resistance. The difference between the voltage and the current model is fed into the current model via proportional and integral gains. In order to generalize the MRAS, supposing that the rotor speed is time varying, we add a compensating term to the current model. It does not alter the Popov's integral inequality condition. Also, the asymptotic stability of the modified MRAS (MMRAS) is shown with the stability proof technique as in the original paper. By the simulation works, it is verified that the MMRAS obtains improved performance than the original MRAS.

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Design of the ANC algorithm using IIR filter bases (IIR 필터를 기저로 이용한 능동소음제어 알고리즘의 설계 기법)

  • 오시환;박영진
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.445-448
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    • 1996
  • For a lightly damped system, IIR based filter can have better performance than FIR filter as an adaptive filter in ANC algorithm. IIR based filter which has an infinite impulse response can model a lightly damped acoustic system with a small number of weights compared that of FIR filter and has no nonlinearity and instability problems on weight updating process which are associated to the conventional IIR filters. There are, however, some drawbacks such as design parameters to be determined earlier to get better performance and much increased computational power especially in the presence of error path. In this study, base filter parameters are determined in systematic manner, with the knowledge of the nominal impulse response of the system which should be identified, by Prony's method. Three methods reducing the computational load are proposed and their performance and application limits are discussed. Simulation and experimental results demonstrate the feasibility of the proposed method.

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