• Title/Summary/Keyword: optimal planning

Search Result 1,257, Processing Time 0.03 seconds

Optimal time control of multiple robot using hopfield neural network (홉필드 신경회로망을 이용한 다중 로보트의 최적 시간 제어)

  • 최영길;이홍기;전홍태
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1991.10a
    • /
    • pp.147-151
    • /
    • 1991
  • In this paper a time-optimal path planning scheme for the multiple robot manipulators will be proposed by using hopfield neural network. The time-optimal path planning, which can allow multiple robot system to perform the demanded tasks with a minimum execution time and collision avoidance, may be of consequence to improve the productivity. But most of the methods proposed till now suffers from a significant computational burden and thus limits the on-line application. One way to avoid such a difficulty is to rearrange the problem as MTSP(Multiple Travelling Salesmen Problem) and then apply the Hopfield network technique, which can allow the parallel computation, to the minimum time problem. This paper proposes an approach for solving the time-optimal path planning of the multiple robots by using Hopfield neural network. The effectiveness of the proposed method is demonstrated by computer simulation.

  • PDF

Optimal Investment of Capacity & Production Planning of Flexible Manufacturing System Considering Economies of Scope (범위의 경제를 고려한 유연생산시스템의 최적 용량 투자 및 생산 계획)

  • Lee Deok-Ju
    • Proceedings of the Korean Operations and Management Science Society Conference
    • /
    • 2004.10a
    • /
    • pp.229-244
    • /
    • 2004
  • This study addresses the problem of flexible technology acquisition in multi-product market when demands are uncertain. We confine the concept of flexibility to the ability of manufacturing system to produce a number of different types of products, called product-mix flexibility type. And an analytical model in which economies of scope is incorporated explicitly as a feature of flexible technology is presented to find the optimal investment decision to acquire flexible technology and optimal production planning. The characteristics of optimal investment strategy related to capacity and production planning are discussed.

  • PDF

Optimal Investment of Capacity and Production Planning of Flexible Manufacturing Technology Considering Economies of Scope (범위의 경제를 고려한 유연생산기술의 최적 용량투자 및 생산계획)

  • Lee, Deok-Joo
    • Journal of Korean Institute of Industrial Engineers
    • /
    • v.31 no.2
    • /
    • pp.135-142
    • /
    • 2005
  • This study addresses the problem of flexible technology acquisition in a multi-product market when demands are uncertain. We confine the concept of flexibility to the ability of manufacturing system to produce a number of different types of products, called a product-mix flexibility type. And an analytical model in which the economies of scope are incorporated explicitly as a feature of flexible technology is presented to find the optimal investment decision to acquire flexible technology and optimal production planning. The characteristics of optimal investment strategy related to capacity and production planning are discussed.

Development of Pareto-Optimal Technique for Generation Planning According to Environmental Characteristics in Term (환경특성을 고려한 다목적함수의 기간 발전계획 Pareto 최적화)

  • Lee, Buhm;Kim, Y.H.;Choi, S.K.;Cho, S.L.;Na, I.G.;Hwang, B.S.;Kim, Dong-Geun
    • Proceedings of the KIEE Conference
    • /
    • 2003.11a
    • /
    • pp.233-235
    • /
    • 2003
  • This paper describes a new methodology to get pareto-optimal generation planning for decision-making. To get optimal generation planning consider total quantity of contamination for the specified term, authors employ dynamic programming. And, in the course of dynamic programming, pareto optimal solution can be obtained. So, a most proper solution can be selected by derision-maker. The usefulness is verified by applying It to the test system.

  • PDF

Time-Optimal Control for Cooperative Multi-Robot Manipulators Based on Fuzzy Optimal Load Distributioin (퍼지최적 부하분배에 의한 다중협력 로보트 매니퓰레이터의 최적시간 제어)

  • 조현찬;김용호;전홍태
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.6 no.2
    • /
    • pp.111-119
    • /
    • 1996
  • In this paper, we propose time-optimal trajectory planning algorithms for cooperative multi-robot manipulators system considering optimal load distribution. Internal forces essentially effect on time optimal trajectory planning and if they are comitted, the time optimal scheme is not no longer true. Therefore, we try to find the internal force factors of cooperative robot manipulators system in a time-optimal aspect. In this approach, a specific generalized inverse is used and is fuzzified for the purpose. In this optimal method, the fuzzy logic concept is used and selected for diminishing computation time, for finding the load distribution factors.

  • PDF

Kwangiu City Long Term Distribution Planning Process using the Land use Forecasting Method (토지용도에 따른 부하접촉을 이용한 광주시 장단기 최적화 배전계획)

  • Kang, Cheul-Won;Kim, Hyo-Sang;Park, Chang-Ho;Kim, Joon-Oh
    • Proceedings of the KIEE Conference
    • /
    • 2000.07a
    • /
    • pp.495-497
    • /
    • 2000
  • The KEPCO is developing the load forecasting sysetm using land use simulation method and distribution planning system. Distribution planning needs the data of presents loads, forecasted loads sub-statin, and distribution lines. Using the data, determine the sub-station and feeder lines according to the load forecasting data. This paper presents the method of formulation processfor the long term load forecasting and optimal distribution planning and optimal distribution planning. And describes the case study of long term distribution planning of Kwangju city accord to the newly applied method.

  • PDF

An Optimal Trajectory Planning for Redundant Robot Manipulators Based on Velocity Decomposition (속도분리를 이용한 여유자유도 로봇의 최적 경로계획)

  • 이지홍;원경태
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.5 no.7
    • /
    • pp.836-840
    • /
    • 1999
  • Linear motion and angular motion in task space are handled separately in joint velocity planning for redundant robot manipulators. In solving inverse kinematic equations with given joint velocity limits, we consider the order of priority for linear motion and angular motion. The proposed method will be useful in such applications where only linear motions are important than angular motions or vice versa.

  • PDF

The Optimal VAR Planning Considering Voltage Stability Margin (전압안정도여유를 고려한 무효전력원 배분계획)

  • Song, Kil-Yeong;Choi, Sang-Kyu;NamKung, Jae-Yong
    • Proceedings of the KIEE Conference
    • /
    • 1993.07a
    • /
    • pp.33-35
    • /
    • 1993
  • This paper presents a new optimal VAR planning algorithm considering voltage stability margin. The characteristic of this method is to make it possible to formulate VAR planning for the dual purpose of maintaining voltage profiles within specified limits, and increasing the voltage stability margin of anticipated operating conditions with respect to voltage collapse. The IEEE-30 bus system is used to demonstrate the capability of the proposed algorithm.

  • PDF

Deterministic Optimal Simulation of Spatial Growth Form for Urbanized Area Using CA Model and Simplified WSM-AHP Techniques (CA기법과 WSM-AHP 간편법을 이용한 도시확산의 결정론적 최적 모의)

  • Kim, Dae-Sik
    • Journal of Korean Society of Rural Planning
    • /
    • v.14 no.2
    • /
    • pp.55-64
    • /
    • 2008
  • This study aims to analyze the sensitivity of WSM(weighted scenario method)-AHP method according to variation of nonlinear exponent for accessibility criteria, which are used to make urbanization potential maps with the optimal weighting value for multiple criteria in grid-based GIS technique. Besides this study tried to develop WSM-AHP2 which is simplified by using rank of the potential value for each scenario. The two methods were applied to the test area, Suwon city located south area of Seoul, with time series land-use maps of 1986 and 1996. The evaluation system of urbanization potential have 7 criteria including 6 accessibility criteria. The results of WSM-AHP2, the optimal weighting values and their corresponding potential maps, have almost similar with those of WSM-AHP. In the application of CA(cellular automata) model for expansion of urbanized area using the three potential maps by WSM-AHP, WSM-AHP2, and specialists's AHP evaluation, it also showed that the accuracy of simulation for actual urban area is the highest in the potential map of WSM-AHP, followed by WSM-AHP2 and specialists's AHP evaluation. From the results of this study, WSM-AHP and simplified WSM-AHP2 will be used to generate the optimal potential maps for land-use planning in urban fringe area.