COMPUTER-AIDED MECHANICAL ASSEMBLY PLANNING

Size: px
Start display at page:

Download "COMPUTER-AIDED MECHANICAL ASSEMBLY PLANNING"

Transcription

1 COMPUTER-AIDED MECHANICAL ASSEMBLY PLANNING

2 THE KLUWER INTERNATIONAL SERIES IN ENGINEERING AND COMPUTER SCIENCE ROBOTICS: VISION, MANIPULATION AND SENSORS Consulting Editor: Takeo Kanade SHADOWS AND SILHOUE77'ES IN COMPUTER VISION, S. Shafer ISBN: PERCEPTUAL ORGANIZATION AND VISUAL RECOGNITION, D. Lowe ISBN: X ROBOT DYNAMICS ALGORITHMS, F. Featherstone ISBN: THREE- DIMENSIONAL MACHINE VISION, T. Kanade (editor) ISBN: KINEMA TIC MODELING, IDENTIFICATION AND CONTROL OF ROBOT MA NIPULATORS, H.W. Stone ISBN: OBJECT RECOGNITION USING VISION AND TOUCH, P. Allen ISBN: INTEGRATION, COORDINATION AND CONTROL OF MULTI-SENSOR ROBOT SYSTEMS, H.F. Durrant-Whyte ISBN: MOTION UNDERSTANDING: Robot and Human Vision, W.N. Martin and J. K. Aggrawal (editors) ISBN: BAYESIAN MODELING OF UNCERTAINTY IN LOW-LEVEL VISION, R. Szeliski ISBN: VISION AND NA VIGATION: THE CMU NA VLAB, C. Thorpe (editor) ISBN: TASK-DIRECTED SENSOR FUSION AND PLANNING: A Computational Approach, G. D. Hager ISBN: X COMPUTER ANALYSIS OF VISUAL TEXTURES, F. Tomita and S. Tsuji ISBN: DATA FUSION FOR SENSORY INFORMATION PROCESSING SYSTEMS, J. Clark and A. Yuille ISBN: PARALLEL ARCHITECTURES AND PARALLEL ALGORITHMS FOR INTEGRATED VISION SYSTEMS, A.N. Choudhary, J. H. Patel ISBN: ROBOT MOTION PLANNING, J. Latombe ISBN: DYNAMIC ANALYSIS OF ROBOT MANIPULATORS: A Carlesian Tensor Approach, C.A Balafoutis, R.V. Patel ISBN: PERTURBATION TECHNIQUES FOR FLEXIBLE MANIPULATORS: A. Fraser and R. W. Daniel ISBN:

3 COMPUTER-AIDED MECHANICAL ASSEMBLY PIANNING edited by Luiz S. Homem de Mello Jet Pro pulsion Laboratory California Institute of Technology SukhanLee Department of Electrical Engineering Systems University of Southern Calijornia and Jet Pro pulsion Laboratory California Institute oftechnology ~. " Springer Science+Business Media, LLC

4 Library of Congress Cataloging-in-Publication Data Computer-aided mechanical assemb1y p1anning I edited by Luiz S. Homem de Mello, Sukhan Lee. p. cm. -- (The Kluwer international series in engineering and computer science: SECS 148) Includes bibliographica1 references and index. ISBN ISBN (ebook) DOI / Computer-aided engineering. 1. Assembling machines. I. Homem de Mello, Luiz S. II. Lee, Sukhan. III. Series. TA345.C dc CIP Copyright 1991 Springer Science+Business Media New York Originally published by Kluwer Academic Publishers,New York in 1991 Softcover reprint ofthe hardcover 1st edition 1991 All rights reserved. No part of this publication may be reproduced, stored in a retrieval system or transmitted in any form or by any means, mechanical, photo-copying, recording, or otherwise, without the prior written permission of the publisher, Springer Science+Business Media, LLC. Printed on acid-free paper.

5 To my parents, Ligia and Fabio Romem de Mello. To my parents, Anna and Ryung-Ki Lee.

6 Contents Foreword George A Bekey 1. Introduction 1 Luiz S. Homem de Mello and Sukhan Lee Pari I -ASSEMBLY MODELING 2. Representations for assemblies 15 Aristides A G. Requicha and Timothy W. Whalen 3. Representation of solid objects by a modular boundary model 41 Leila De Floriani, Amitava Maulik and George Nagy 4. Graphs of kinematic constraints 81 Federico Thomas 5. Relative positioning of parts in assemblies using mathematical programming 111 Joshua U. Turner Part II - ASSEMBLY PLANNING 6. Representations for assembly sequences 129 Luiz S. Homem de Mello and Arthur C. Sanderson 7. A basic algorithm for the generation of mechanical assembly sequences 163 Luiz S. Homem de Mello and Arthur C. Sanderson

7 viii 8. LEGA: a computer-aided generator of assembly plans 191 Jean-Michel Henrioud and Alain Bourjault 9. Maintaining geometric dependencies in assembly planning 217 Randall H. Wilson and Jean-FraTtfOis Rit 10. Efficiently partitioning an assembly 243 Randall H. Wilson 11. On the automatic generation of assembly plans 263 Jan D. Wolter 12. A common sense approach to assembly sequence planning 289 Richard Hoffman 13. Assembly coplanner: cooperative assembly planner based on subassembly extraction 315 Sukhan Lee and Yeong Gil Shin 14. Backward assembly planning with DFA analysis 341 SukhanLee 15. Computer aids for finding, representing, choosing amongst, and evaluating the assembly sequences of mechanical products 383 Thomas E. Abell, Guillaume P. Amblard, Daniel F. Baldwin, Thomas L. De Fazio, Man-Cheung Max Lui and Daniel E. Whitney Contributors 437 Index 439

8 Foreword Some twenty years have elapsed since the first attempts at planning were made by researchers in artificial intelligence. These early programs concentrated on the development of plans for the solution of puzzles or toy problems, like the rearrangement of stacks of blocks. These early programs provided the foundation for the work described in this book, the automatic generation of plans for industrial assembly. As one reads about the complex and sophisticated planners in the current generation, it is important to keep in mind that they are addressing real-world problems. Although these systems may become the "toy" systems of tomorrow, they are providing a solid foundation for future, more general and more advanced planning tools. As demonstrated by the papers in this book, the field of computer-aided mechanical assembly planning is maturing. It now may include: geometric descriptions of parts extracted from or compatible with CAD programs; constraints related to part interference and the use of tools; fixtures and jigs required for the assembly; the nature of connectors, matings and other relations between parts; number of turnovers required during the assembly; handling and gripping requirements for various parts; automatic identification of subassemblies. This is not an exhaustive list, but it serves to illustrate the complexity of some of the issues which are discussed in this book. Such issues must be considered in the design of the modern planners, as they produce desirable assembly sequences and precedence relations for assembly. As with other AI-based planning programs, the fundamental issues include knowledge representation and acquisition, search algorithms and inference techniques. Hence, several of the chapters of the book include discussions of model-

9 x ing and representation of parts, liaisons between them and the processes which produce them. The basic approach to problem solving is systematic search in the problem space, which immediately raises the possibility of an explosion in the number of possible solutions. Hence, many current programs include editing provisions to eliminate undesirable branches of the search tree, or prune the tree in the process of developing the plans. Yet, there are situations in which the enumeration and examination of all feasible assembly orders has advantages, as demonstrated in some of the approaches discussed here. The amount of knowledge required for the intelligent determination of feasible assembly sequences and the subsequent editing and sorting is clearly enormous. Hence, some of the methods discussed in this book include interactive features, which enable users to assist in the process by means of question answering and other computer aids. While it is evident that the automation of assembly planning is a maturing area of research, it is also evident that it is still in the research phase. Most of the authors of the papers in this book are associated with academia or with research centers. Computer-aided mechanical assembly planning is still largely an academic discipline. Its application in industry is still in the early stages. Among the reasons why its use in industry is not yet extensive are the following: 1. The computational efficiency of the today's planners limits them to assemblies with a relatively small number of parts. To handle products consisting of 60 or 80 parts, which occur in industry, current systems still need the help of a human operator. 2. The measures for the selection of desirable assembly sequences in existing planners are not yet wide enough. Cost, ease of assembly and robot gripping requirements are among the commonly used evaluation criteria. Fixturing and tooling requirements and the related issue of partial assembly turnovers are seldom discussed. Even less frequent are such practical production criteria as assembly line layout. Furthermore, many assembly processes incorporate various testing steps, which should be considered in the evaluation. Evaluation and rejection of candidate assembly sequences on the basis of such multiple criteria is clearly more difficult, but it would contribute to the perception of real world relevance of the assembly planners. Since the time associated with alternative plans and the related issues of tool change and fixture adjustment are of great industrial significance, it will also be important to integrate scheduling with planning in future systems. 3. There is a natural delay in the transfer of research knowledge from academia to industry. Industry is somewhat conservative in the introduction of new technology, which must be justified on the basis of both scientific and economic criteria. The authors of the chapters in this book report on work that addresses these problems.

10 xi I indicated earlier that assembly planning is a maturing discipline. Perhaps it is more fair to say that it has reached adolescence. It has given up the toys of childhood, but it is not quite ready to assume all the responsibilities of the rough and tumble adult world of industry. This is perhaps the most exciting time to be associated with a new technology. Readers of this book will be ready for the developments to come. George A. Bekey Computer Science Department and Center for Manufacturing and Automation Research University of Southern California Los Angeles, California

11 COMPUTER-AIDED MECHANICAL ASSEMBLY PLANNING

INTELLIGENT UNMANNED GROUND VEHICLES Autonomous Navigation Research at Carnegie Mellon

INTELLIGENT UNMANNED GROUND VEHICLES Autonomous Navigation Research at Carnegie Mellon INTELLIGENT UNMANNED GROUND VEHICLES Autonomous Navigation Research at Carnegie Mellon THE KLUWER INTERNATIONAL SERIES IN ENGINEERING AND COMPUTER SCIENCE ROBOTICS: VISION, MANIPULATION AND SENSORS Consulting

More information

Advances in Computational and Stochastic Optimization, Logic Programming, and Heuristic Search

Advances in Computational and Stochastic Optimization, Logic Programming, and Heuristic Search Advances in Computational and Stochastic Optimization, Logic Programming, and Heuristic Search OPERATIONS RESEARCH/COMPUTER SCIENCE INTERFACES SERIES Ramesh Sharda, Series Editor ConocolDuPont Chair of

More information

HYBRID NEURAL NETWORK AND EXPERT SYSTEMS

HYBRID NEURAL NETWORK AND EXPERT SYSTEMS HYBRID NEURAL NETWORK AND EXPERT SYSTEMS HYBRID NEURAL NETWORK AND EXPERT SYSTEMS by Larry R. Medsker Department of Computer Science and Information Systems The American University... " Springer Science+Business

More information

LOW POWER DESIGN METHODOLOGIES

LOW POWER DESIGN METHODOLOGIES LOW POWER DESIGN METHODOLOGIES LOW POWER DESIGN METHODOLOGIES edited by Jan M. Rabaey University Califomia and Massoud Pedram University of Southem Califomia SPRINGER SCIENCE+BUSINESS MEDIA, LLC ISBN 978-1-46

More information

ANALOG CMOS FILTERS FOR VERY HIGH FREQUENCIES

ANALOG CMOS FILTERS FOR VERY HIGH FREQUENCIES ANALOG CMOS FILTERS FOR VERY HIGH FREQUENCIES THE KLUWER INTERNATIONAL SERIES IN ENGINEERING AND COMPUTER SCIENCE ANALOG CIRCUITS AND SIGNAL PROCESSING Consulting Editor Mohammed Ismail Ohio State University

More information

INTERLEAVING PLANNING AND EXECUTION FOR AUTONOMOUS ROBOTS

INTERLEAVING PLANNING AND EXECUTION FOR AUTONOMOUS ROBOTS INTERLEAVING PLANNING AND EXECUTION FOR AUTONOMOUS ROBOTS THE KLUWER INTERNATIONAL SERIES IN ENGINEERING AND COMPUTER SCIENCE ROBOTICS: VISION, MANIPULATION AND SENSORS Consulting Editor Takeo Kanade Other

More information

ARTIFICIAL NEURAL NETWORKS Learning Algorithms, Performance Evaluation, and Applications

ARTIFICIAL NEURAL NETWORKS Learning Algorithms, Performance Evaluation, and Applications ARTIFICIAL NEURAL NETWORKS Learning Algorithms, Performance Evaluation, and Applications THE KLUWER INTERNATIONAL SERIES IN ENGINEERING AND COMPUTER SCIENCE ARTIFICIAL NEURAL NETWORKS Learning Algorithms,

More information

TRANSISTOR CIRCUITS FOR SPACECRAFT POWER SYSTEM

TRANSISTOR CIRCUITS FOR SPACECRAFT POWER SYSTEM TRANSISTOR CIRCUITS FOR SPACECRAFT POWER SYSTEM Transistor Circuits for Spacecraft Power System KengC. Wu Lockheed Martin Naval Electronics & Surveillance Systems Moorestown, NJ, USA.., ~ SPRINGER SCIENCE+BUSINESS

More information

Computer Automation in Manufacturing

Computer Automation in Manufacturing Computer Automation in Manufacturing Computer Automation in Manufacturing An introduction Thomas O. Boucher Department of Industrial Engineering Rutgers University Piscataway NJ USA SPRINGER-SCIENCE+BUSINESS

More information

PASSIVE COMPONENTS FOR DENSE OPTICAL INTEGRATION

PASSIVE COMPONENTS FOR DENSE OPTICAL INTEGRATION PASSIVE COMPONENTS FOR DENSE OPTICAL INTEGRATION PASSIVE COMPONENTS FOR DENSE OPTICAL INTEGRA TION Christina Manolatou Massachusetts Institute oftechnology Hermann A. Haus Massachusetts Institute oftechnology

More information

The Application of Multi-Level Genetic Algorithms in Assembly Planning

The Application of Multi-Level Genetic Algorithms in Assembly Planning Volume 17, Number 4 - August 2001 to October 2001 The Application of Multi-Level Genetic Algorithms in Assembly Planning By Dr. Shana Shiang-Fong Smith (Shiang-Fong Chen) and Mr. Yong-Jin Liu KEYWORD SEARCH

More information

Computational Principles of Mobile Robotics

Computational Principles of Mobile Robotics Computational Principles of Mobile Robotics Mobile robotics is a multidisciplinary field involving both computer science and engineering. Addressing the design of automated systems, it lies at the intersection

More information

Rule-Based Expert Systems

Rule-Based Expert Systems Rule-Based Expert Systems The Addison-Wesley Series in Artificial Intelligence Buchanan and Shortliffe (eds.): Rule-Based Expert Systems: The MYCIN Experiments of the Stanford Heuristic Programming Project.

More information

AUTOMATIC MODULATION RECOGNITION OF COMMUNICATION SIGNALS

AUTOMATIC MODULATION RECOGNITION OF COMMUNICATION SIGNALS AUTOMATIC MODULATION RECOGNITION OF COMMUNICATION SIGNALS AUTOMATIC MODULATION RECOGNITION OF COMMUNICATION SIGNALS by Eisayed Eisayed Azzouz Department 01 Electronic & Electrical Engineering, Military

More information

An Integrated Framework for Assembly-Oriented Product Design and Optimization

An Integrated Framework for Assembly-Oriented Product Design and Optimization Volume 19, Number 2 - February 2003 to April 2003 An Integrated Framework for Assembly-Oriented Product Design and Optimization By Dr. Qiang Su and Dr. Shana Shiang-Fong Smith KEYWORD SEARCH CAD CIM Design

More information

Learn Autodesk Inventor 2018 Basics

Learn Autodesk Inventor 2018 Basics Learn Autodesk Inventor 2018 Basics 3D Modeling, 2D Graphics, and Assembly Design T. Kishore Learn Autodesk Inventor 2018 Basics T. Kishore Hyderabad, India ISBN-13 (pbk): 978-1-4842-3224-8 ISBN-13 (electronic):

More information

Risk/Benefit Analysis in Water Resources Planning and Management

Risk/Benefit Analysis in Water Resources Planning and Management Risk/Benefit Analysis in Water Resources Planning and Management Risk/Benefit Analysis in Water Resources Planning and Management Edited by Yacov Y. Haimes Center for Large Scale Systems and Policy Analysis

More information

Progress in Computer Science No.4. Edited by J.Bendey E. Coffman R.L.Graham D. Kuck N. Pippenger. Springer Science+Business Media, LLC

Progress in Computer Science No.4. Edited by J.Bendey E. Coffman R.L.Graham D. Kuck N. Pippenger. Springer Science+Business Media, LLC Progress in Computer Science No.4 Edited by J.Bendey E. Coffman R.L.Graham D. Kuck N. Pippenger Springer Science+Business Media, LLC George P61ya Robert E. Tarjan Donald R. Woods Notes on Introductory

More information

Modeling Manufacturing Systems. From Aggregate Planning to Real-Time Control

Modeling Manufacturing Systems. From Aggregate Planning to Real-Time Control Modeling Manufacturing Systems From Aggregate Planning to Real-Time Control Springer-Verlag Berlin Heidelberg GmbH Paolo Brandimarte. Agostino Villa (Eds.) Modeling Manufacturing Systems From Aggregate

More information

BIOMEDICAL E T H I C S REVIEWS

BIOMEDICAL E T H I C S REVIEWS HUMAN CLONING BIOMEDICAL E T H I C S REVIEWS Edited by James M. Humber and Robert F. Almeder BOARD OF EDITORS William Bechtel Washington University St. Louis, Missouri William J. Curran Harvard School

More information

ANALOG INTEGRATED CIRCUITS FOR COMMUNICATION Principles, Simulation and Design

ANALOG INTEGRATED CIRCUITS FOR COMMUNICATION Principles, Simulation and Design ANALOG INTEGRATED CIRCUITS FOR COMMUNICATION Principles, Simulation and Design ANALOG INTEGRATED CIRCUITS FOR COMMUNICATION Principles, Simulation and Design by Donald 0. Pederson University of California

More information

DARWIN2K An Evolutionary Approach to Automated Design for Robotics

DARWIN2K An Evolutionary Approach to Automated Design for Robotics DARWIN2K An Evolutionary Approach to Automated Design for Robotics Other books in the series: THE KLUWER INTERNATIONAL SERIES IN ENGINEERING AND COMPUTER SCIENCE ROBOTICS: VISION, MANIPULATION AND SENSORS

More information

LEARNING, INNOVATION AND URBAN EVOLUTION

LEARNING, INNOVATION AND URBAN EVOLUTION LEARNING, INNOVATION AND URBAN EVOLUTION LEARNING,INNOVATION ANO URBAN EVOLUTION edited by David F. Batten Cristoforo S. Bertuglia Dino Martellato Sylvie Occelli " ~. Springer Science+Business Media, LLC

More information

Synthetic Aperture Radar

Synthetic Aperture Radar Synthetic Aperture Radar J. Patrick Fitch Synthetic Aperture Radar C.S. Burrus, Consulting Editor With 93 Illustrations Springer-Verlag New York Berlin Heidelberg London Paris Tokyo J. Patrick Fitch Engineering

More information

Sergey Ablameyko and Tony Pridmore. Machine Interpretation of Line Drawing Images. Technical Drawings, Maps and Diagrams.

Sergey Ablameyko and Tony Pridmore. Machine Interpretation of Line Drawing Images. Technical Drawings, Maps and Diagrams. Sergey Ablameyko and Tony Pridmore Machine Interpretation of Line Drawing Images Technical Drawings, Maps and Diagrams i Springer Sergey Ablameyko, PhD, DSc, Prof, FlEE, FIAPR, SMIEEE Institute of Engineering

More information

Intelligent knowledge based systems in electrical power engineering

Intelligent knowledge based systems in electrical power engineering Intelligent knowledge based systems in electrical power engineering JOIN US ON THE INTERNET VIA WWW, GOPHER, FTP OR EMAIL: WWW: http://www.thomson.com GOPHER: gopher.thomson.com A ^ ^ FTP: ftp.thomson.com

More information

Technology Infrastructure and. Competitive Position

Technology Infrastructure and. Competitive Position Technology Infrastructure and Competitive Position Technology Infrastructure and Com petitive Position Gregory Tassey Springer Science+Business Media, LLC Library of Congress Cataloging-in-Publication

More information

Distributed Detection and Data Fusion

Distributed Detection and Data Fusion Distributed Detection and Data Fusion Springer Science+ Business Media, LLC Signal Processing and Data Fusion Synthetic Aperture Radar J.P. Fitch Multiplicative Complexity, Convolution and the DFT MT.

More information

STATISTICAL MODELING FOR COMPUTER-AIDED DESIGN OF MOS VLSI CIRCUITS

STATISTICAL MODELING FOR COMPUTER-AIDED DESIGN OF MOS VLSI CIRCUITS STATISTICAL MODELING FOR COMPUTER-AIDED DESIGN OF MOS VLSI CIRCUITS THE KLUWER INTERNATIONAL SERIES IN ENGINEERING AND COMPUTER SCIENCE ANALOG CIRCUITS AND SIGNAL PROCESSING Consulting Editor Related titles:

More information

Integrated Circuit Design

Integrated Circuit Design Integrated Circuit Design Alan F. Murray and H. Martin Reekie Integrated Circuit Design Springer Science+Business Media, LLC Alan F. Murray and H. Martin Reekie 1987 Originally published by Springer-Ver1ag

More information

FORMAL METHODS AND MODELS FOR SYSTEM DESIGN

FORMAL METHODS AND MODELS FOR SYSTEM DESIGN FORMAL METHODS AND MODELS FOR SYSTEM DESIGN Formal Methods and Models for System Design A System Level Perspective Edited by Rajesh Gupta University 0/ California at San Diego Paul Le Guernic INRIA-IRISA

More information

BT Telecommunications Series

BT Telecommunications Series TELEPRESENCE BT Telecommunications Series The BT Telecommunications Series covers the broad spectrum of telecommunications technology. Volumes are the result of research and development carried out, or

More information

Environment and Development: An Economic Approach

Environment and Development: An Economic Approach Environment and Development: An Economic Approach Economy & Environment VOLUME 6 Scientific Advisory Board Scott Barrett, London Business School, London, United Kingdom Klaus Conrad, University of Mannheim,

More information

INDUSTRIAL ROBOTS PROGRAMMING: BUILDING APPLICATIONS FOR THE FACTORIES OF THE FUTURE

INDUSTRIAL ROBOTS PROGRAMMING: BUILDING APPLICATIONS FOR THE FACTORIES OF THE FUTURE INDUSTRIAL ROBOTS PROGRAMMING: BUILDING APPLICATIONS FOR THE FACTORIES OF THE FUTURE INDUSTRIAL ROBOTS PROGRAMMING: BUILDING APPLICATIONS FOR THE FACTORIES OF THE FUTURE J. Norberto Pires Mechanical Engineering

More information

TRADE, INNOVATION, ENVIRONMENT

TRADE, INNOVATION, ENVIRONMENT TRADE, INNOVATION, ENVIRONMENT FONDAZIONE ENI ENRICO MATTEI (FEEM) SERIES ON ECONOMICS, ENERGY AND ENVIRONMENT This series serves as an outlet for the main results of FEEM' s research programmes in the

More information

A GLOBAL PERSPECTIVE ON REAL ESTATE CYCLES

A GLOBAL PERSPECTIVE ON REAL ESTATE CYCLES A GLOBAL PERSPECTIVE ON REAL ESTATE CYCLES THE NEW YORK UNIVERSITY SALOMON CENTER SERIES ON FINANCIAL MARKETS AND INSTITUTIONS VOLUME 6 1. I.T. Vanderhoof and E. Altman (eds.): The Fair Villue of Insurance

More information

Statistics and Computing. Series Editors: J. Chambers D. Hand

Statistics and Computing. Series Editors: J. Chambers D. Hand Statistics and Computing Series Editors: J. Chambers D. Hand W. Härdle Statistics and Computing Brusco/Stahl: Branch-and-Bound Applications in Combinatorial Data Analysis. Dalgaard: Introductory Statistics

More information

Cognitive Systems Monographs

Cognitive Systems Monographs Cognitive Systems Monographs Volume 9 Editors: Rüdiger Dillmann Yoshihiko Nakamura Stefan Schaal David Vernon Heiko Hamann Space-Time Continuous Models of Swarm Robotic Systems Supporting Global-to-Local

More information

Arts Management and Cultural Policy Research

Arts Management and Cultural Policy Research Arts Management and Cultural Policy Research This page intentionally left blank Arts Management and Cultural Policy Research Jonathan Paquette University of Ottawa, Canada and Eleonora Redaelli University

More information

Current Technologies in Vehicular Communications

Current Technologies in Vehicular Communications Current Technologies in Vehicular Communications George Dimitrakopoulos George Bravos Current Technologies in Vehicular Communications George Dimitrakopoulos Department of Informatics and Telematics Harokopio

More information

StraBer Wahl Graphics and Robotics

StraBer Wahl Graphics and Robotics StraBer Wahl Graphics and Robotics Wolfgang StrafSer Friedrich Wahl Editors Graphics and Robotics With 128 Figures, some in Colour, Springer Prof. Dr.-lng. Wolfgang StraBer Wilhelm-Schickard-lnstitut fur

More information

An Integrated HMM-Based Intelligent Robotic Assembly System

An Integrated HMM-Based Intelligent Robotic Assembly System An Integrated HMM-Based Intelligent Robotic Assembly System H.Y.K. Lau, K.L. Mak and M.C.C. Ngan Department of Industrial & Manufacturing Systems Engineering The University of Hong Kong, Pokfulam Road,

More information

Summary of robot visual servo system

Summary of robot visual servo system Abstract Summary of robot visual servo system Xu Liu, Lingwen Tang School of Mechanical engineering, Southwest Petroleum University, Chengdu 610000, China In this paper, the survey of robot visual servoing

More information

Principles of Data Security

Principles of Data Security Principles of Data Security FOUNDATIONS OF COMPUTER SCIENCE Series Editor: Raymond E. Miller Georgia Institute oj Technology PRINCIPLES OF DATA SECURITY Ernst L. Leiss Principles of Data Security Ernst

More information

MECHANICAL DESIGN LEARNING ENVIRONMENTS BASED ON VIRTUAL REALITY TECHNOLOGIES

MECHANICAL DESIGN LEARNING ENVIRONMENTS BASED ON VIRTUAL REALITY TECHNOLOGIES INTERNATIONAL CONFERENCE ON ENGINEERING AND PRODUCT DESIGN EDUCATION 4 & 5 SEPTEMBER 2008, UNIVERSITAT POLITECNICA DE CATALUNYA, BARCELONA, SPAIN MECHANICAL DESIGN LEARNING ENVIRONMENTS BASED ON VIRTUAL

More information

Edited by. University of Augsburg

Edited by. University of Augsburg DESIGNS AND FINITE GEOMETRIES Edited by Dieter J ungnickel University of Augsburg A Special Issue of DESIGNS, CODES AND CRYPTOGRAPHY An International Journal Volume 8, No. 112 (1996) KLUWER ACADEMIC PUBLISHERS

More information

Educational Research: the Educationalization of Social Problems

Educational Research: the Educationalization of Social Problems Educational Research: the Educationalization of Social Problems Educational Research VOLUME 3 Aims & Scope Freedom of inquiry in educational research can no longer be taken for granted. Narrow definitions

More information

This list supersedes the one published in the November 2002 issue of CR.

This list supersedes the one published in the November 2002 issue of CR. PERIODICALS RECEIVED This is the current list of periodicals received for review in Reviews. International standard serial numbers (ISSNs) are provided to facilitate obtaining copies of articles or subscriptions.

More information

INFORMATION TECHNOLOGY AND LAWYERS

INFORMATION TECHNOLOGY AND LAWYERS INFORMATION TECHNOLOGY AND LAWYERS Information Technology and Lawyers Advanced Technology in the Legal Domain, from Challenges to Daily Routine Edited by ARNO R. LODDER Centre for Electronic Dispute Resolution

More information

Library of Congress Cataloging-in-Publication Data

Library of Congress Cataloging-in-Publication Data Cover design by ABA Publishing. The materials contained herein represent the opinions and views of the authors and/or the editors, and should not be construed to be the views or opinions of the law firms

More information

Robust Hand Gesture Recognition for Robotic Hand Control

Robust Hand Gesture Recognition for Robotic Hand Control Robust Hand Gesture Recognition for Robotic Hand Control Ankit Chaudhary Robust Hand Gesture Recognition for Robotic Hand Control 123 Ankit Chaudhary Department of Computer Science Northwest Missouri State

More information

Real-time Adaptive Concepts in Acoustics

Real-time Adaptive Concepts in Acoustics Real-time Adaptive Concepts in Acoustics Real-time Adaptive Concepts in Acoustics Blind Signal Separation and Multichannel Echo Cancellation by Daniel W.E. Schobben, Ph. D. Philips Research Laboratories

More information

Educational Research: The Ethics and Aesthetics of Statistics

Educational Research: The Ethics and Aesthetics of Statistics Educational Research: The Ethics and Aesthetics of Statistics Educational Research VOLUME 5 Aims & Scope Freedom of inquiry in educational research can no longer be taken for granted. Narrow definitions

More information

The first topic I would like to explore is probabilistic reasoning with Bayesian

The first topic I would like to explore is probabilistic reasoning with Bayesian Michael Terry 16.412J/6.834J 2/16/05 Problem Set 1 A. Topics of Fascination The first topic I would like to explore is probabilistic reasoning with Bayesian nets. I see that reasoning under situations

More information

Hiroyuki Kajimoto Satoshi Saga Masashi Konyo. Editors. Pervasive Haptics. Science, Design, and Application

Hiroyuki Kajimoto Satoshi Saga Masashi Konyo. Editors. Pervasive Haptics. Science, Design, and Application Pervasive Haptics Hiroyuki Kajimoto Masashi Konyo Editors Pervasive Haptics Science, Design, and Application 123 Editors Hiroyuki Kajimoto The University of Electro-Communications Tokyo, Japan University

More information

Application of Evolutionary Algorithms for Multi-objective Optimization in VLSI and Embedded Systems

Application of Evolutionary Algorithms for Multi-objective Optimization in VLSI and Embedded Systems Application of Evolutionary Algorithms for Multi-objective Optimization in VLSI and Embedded Systems M.C. Bhuvaneswari Editor Application of Evolutionary Algorithms for Multi-objective Optimization in

More information

Architecture Design and Validation Methods

Architecture Design and Validation Methods Architecture Design and Validation Methods Springer-Verlag Berlin Heidelberg GmbH Egon Börger (Ed.) Architecture Design and Validation Methods With 175 Figures, Springer Editor Prof. Dr. Egon Börger Universita

More information

Economics As a Science of Human Behaviour

Economics As a Science of Human Behaviour Economics As a Science of Human Behaviour RECENT ECONOMIC THOUGHT SERIES Editor: Warren G. Samuels Michigan State University East Lansing, Michigan, U.S.A. Other books In the series: Feiwel, G.: SAMUELSON

More information

INTEGRATED AUDIO AMPLIFIERS IN BCD TECHNOLOGY

INTEGRATED AUDIO AMPLIFIERS IN BCD TECHNOLOGY INTEGRATED AUDIO AMPLIFIERS IN BCD TECHNOLOGY INTEGRATED AUDIO AMPLIFIERS IN BCD TECHNOLOGY by Marco Berkhout MESA Research Institute, University of Twente, and Philips Semiconductors " ~ Springer Science+Business

More information

Transactions on Information and Communications Technologies vol 6, 1994 WIT Press, ISSN

Transactions on Information and Communications Technologies vol 6, 1994 WIT Press,   ISSN Application of artificial neural networks to the robot path planning problem P. Martin & A.P. del Pobil Department of Computer Science, Jaume I University, Campus de Penyeta Roja, 207 Castellon, Spain

More information

INTERTEMPORAL PRODUCTION FRONTIERS: WITH DYNAMIC DEA

INTERTEMPORAL PRODUCTION FRONTIERS: WITH DYNAMIC DEA INTERTEMPORAL PRODUCTION FRONTIERS: WITH DYNAMIC DEA INTERTEMPORAL PRODUCTION FRONTIERS: WITH DYNAMIC DEA Rolf Fare and Shawna Grosskopf Southern Illinois University at Carbondale Carbondale, Illinois

More information

MATLAB Guide to Finite Elements

MATLAB Guide to Finite Elements MATLAB Guide to Finite Elements Peter I. Kattan MATLAB Guide to Finite Elements An Interactive Approach Second Edition With 108 Figures and 25 Tables Peter I. Kattan, PhD P.O. BOX 1392 Amman 11118 Jordan

More information

Electrical and Automation Engineering, Fall 2018 Spring 2019, modules and courses inside modules.

Electrical and Automation Engineering, Fall 2018 Spring 2019, modules and courses inside modules. Electrical and Automation Engineering, Fall 2018 Spring 2019, modules and courses inside modules. Period 1: 27.8.2018 26.10.2018 MODULE INTRODUCTION TO AUTOMATION ENGINEERING This module introduces the

More information

Review of the Research Trends and Development Trends of Library Science in China in the Past Ten Years

Review of the Research Trends and Development Trends of Library Science in China in the Past Ten Years 2017 3rd International Conference on Management Science and Innovative Education (MSIE 2017) ISBN: 978-1-60595-488-2 Review of the Research Trends and Development Trends of Library Science in China in

More information

MODERN DAIRY TECHNOLOGY

MODERN DAIRY TECHNOLOGY MODERN DAIRY TECHNOLOGY Volume 1 Advances in Milk Processing Second Edition MODERN DAIRY TECHNOLOGY Volume 1 Advances in Milk Processing Second Edition Edited by R. K. Robinson Department of Food Science

More information

Computer-Aided Production Management

Computer-Aided Production Management Asbj0rn Rolstadas (Ed.) Computer-Aided Production Management With 169 Figures Springer-Verlag Berlin Heidelberg New York London Paris Tokyo Professor Dr. Asbjern Ro1stadas Production Engineering Laboratory

More information

Social Understanding

Social Understanding Social Understanding THEORY AND DECISION LIBRARY General Editor: Julian Nida-Rümelin (Universität München) Series A: Philosophy and Methodology of the Social Sciences Series B: Mathematical and Statistical

More information

INTRODUCTION to ROBOTICS

INTRODUCTION to ROBOTICS 1 INTRODUCTION to ROBOTICS Robotics is a relatively young field of modern technology that crosses traditional engineering boundaries. Understanding the complexity of robots and their applications requires

More information

Robot Personality from Perceptual Behavior Engine : An Experimental Study

Robot Personality from Perceptual Behavior Engine : An Experimental Study Robot Personality from Perceptual Behavior Engine : An Experimental Study Dongwook Shin, Jangwon Lee, Hun-Sue Lee and Sukhan Lee School of Information and Communication Engineering Sungkyunkwan University

More information

AMACOIA: a Multi-Agent System for Designing Flexible Assembly Lines

AMACOIA: a Multi-Agent System for Designing Flexible Assembly Lines AMACOIA: a Multi-Agent System for Designing Flexible Assembly Lines François Sprumont and Jean-Pierre Müller Computer Science and Artificial Intelligence Institute University of Neuchâtel, Switzerland

More information

THE EFFECTIVENESS OF POLICY INSTRUMENTS FOR ENERGY-EFFICIENCY IMPROVEMENT IN FIRMS

THE EFFECTIVENESS OF POLICY INSTRUMENTS FOR ENERGY-EFFICIENCY IMPROVEMENT IN FIRMS THE EFFECTIVENESS OF POLICY INSTRUMENTS FOR ENERGY-EFFICIENCY IMPROVEMENT IN FIRMS ECO-EFFICIENCY IN INDUSTRY AND SCIENCE VOLUME 15 Series Editor: Arnold Thkker, TNO-STB, Delft, The Netherlands Editorial

More information

An Experimental Comparison of Path Planning Techniques for Teams of Mobile Robots

An Experimental Comparison of Path Planning Techniques for Teams of Mobile Robots An Experimental Comparison of Path Planning Techniques for Teams of Mobile Robots Maren Bennewitz Wolfram Burgard Department of Computer Science, University of Freiburg, 7911 Freiburg, Germany maren,burgard

More information

APPLICATION OF COMPUTER VISION FOR DETERMINATION OF SYMMETRICAL OBJECT POSITION IN THREE DIMENSIONAL SPACE

APPLICATION OF COMPUTER VISION FOR DETERMINATION OF SYMMETRICAL OBJECT POSITION IN THREE DIMENSIONAL SPACE APPLICATION OF COMPUTER VISION FOR DETERMINATION OF SYMMETRICAL OBJECT POSITION IN THREE DIMENSIONAL SPACE Najirah Umar 1 1 Jurusan Teknik Informatika, STMIK Handayani Makassar Email : najirah_stmikh@yahoo.com

More information

PERSONAL AND WIRELESS COMMUNICATIONS Digital Technology and Standards

PERSONAL AND WIRELESS COMMUNICATIONS Digital Technology and Standards PERSONAL AND WIRELESS COMMUNICATIONS Digital Technology and Standards THE KLUWER INTERNATIONAL SERIES IN ENGINEERING AND COMPUTER SCIENCE COMMUNICATIONS AND INFORMATION THEORY Consulting Editor Robert

More information

The New Strategic Landscape

The New Strategic Landscape The New Strategic Landscape This page intentionally left blank The New Strategic Landscape Innovative Perspectives on Strategy Julie Verity Julie Verity 2012 All remaining chapters respective authors Softcover

More information

Application Areas of AI Artificial intelligence is divided into different branches which are mentioned below:

Application Areas of AI   Artificial intelligence is divided into different branches which are mentioned below: Week 2 - o Expert Systems o Natural Language Processing (NLP) o Computer Vision o Speech Recognition And Generation o Robotics o Neural Network o Virtual Reality APPLICATION AREAS OF ARTIFICIAL INTELLIGENCE

More information

INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 01 GLASGOW, AUGUST 21-23, 2001

INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 01 GLASGOW, AUGUST 21-23, 2001 INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 01 GLASGOW, AUGUST 21-23, 2001 DESIGN OF PART FAMILIES FOR RECONFIGURABLE MACHINING SYSTEMS BASED ON MANUFACTURABILITY FEEDBACK Byungwoo Lee and Kazuhiro

More information

Testing Safety-Related Software

Testing Safety-Related Software Testing Safety-Related Software Springer London Berlin Heidelberg New York Barcelona Hong Kong Milan Paris Santa Clara Singapore Tokyo Stewart Gardiner (Ed.) Testing Safety-Related Software A Practical

More information

Multi-Platform Soccer Robot Development System

Multi-Platform Soccer Robot Development System Multi-Platform Soccer Robot Development System Hui Wang, Han Wang, Chunmiao Wang, William Y. C. Soh Division of Control & Instrumentation, School of EEE Nanyang Technological University Nanyang Avenue,

More information

E E Verification and Control of Hybrid Systems

E E Verification and Control of Hybrid Systems E E Verification and Control of Hybrid Systems Paulo Tabuada Verification and Control of Hybrid Systems A Symbolic Approach Foreword by Rajeev Alur Paulo Tabuada Department of Electrical Engineering University

More information

THE WASTE AND THE BACKYARD

THE WASTE AND THE BACKYARD THE WASTE AND THE BACKYARD Environment & Management VOLUME 8 The titles published in this series are listed at the end of this volume. The Waste and the Backyard The Creation of Waste Facilities: Success

More information

ANALOG CIRCUIT DESIGN

ANALOG CIRCUIT DESIGN ANALOG CIRCUIT DESIGN Analog Circuit Design High-Speed Analog-to-Digital Converters; Mixed-Signal Design; PLL's and Synthesizers Edited by Rudy J. van de Plassche Broadcom Netherlands B. V., Bunnik Johan

More information

International Entrepreneurship

International Entrepreneurship International Entrepreneurship International Entrepreneurship Theoretical Foundations and Practices Antonella Zucchella and Paolo Scabini Antonella Zucchella and Paolo Scabini 2007 Softcover reprint of

More information

The Role of Systems Methodology in Social Science Research. Dedicated to my father, Ruggiero, and to the memory of my mother, Mary.

The Role of Systems Methodology in Social Science Research. Dedicated to my father, Ruggiero, and to the memory of my mother, Mary. The Role of Systems Methodology in Social Science Research Dedicated to my father, Ruggiero, and to the memory of my mother, Mary. Frontiers in Systems Research: Implications for the social sciences Vol.

More information

This page intentionally left blank

This page intentionally left blank Stevie Smith This page intentionally left blank Stevie Smith Between the Lines Romana Huk Romana Huk 2005 Softcover reprint of the hardcover 1st edition 2005 978-0-333-54997-1 All rights reserved. No reproduction,

More information

PERSPECTIVES OF OIL AND GAS: THE ROAD TO INTERDEPENDENCE

PERSPECTIVES OF OIL AND GAS: THE ROAD TO INTERDEPENDENCE PERSPECTIVES OF OIL AND GAS: THE ROAD TO INTERDEPENDENCE Perspectives of Oil and Gas: The Road to Interdependence by Marcello Colitti with Claudio Simeoni Fondazione Eni Enrico Mattei, Milan, Italy...

More information

Alternate Realities. JJ.ow Science Shaped. Our 1/idion o/ lhe WorfJ

Alternate Realities. JJ.ow Science Shaped. Our 1/idion o/ lhe WorfJ Alternate Realities JJ.ow Science Shaped Our 1/idion o/ lhe WorfJ Alternate Realities fiow Science Shape3 Our U3ion o/ fhe WorfJ JOEL DAVIS SPRINGER SCIENCE+BUSINESS MEDIA, LLC L1brary of Congress Catalog1ng-1n-PubI1cat1on

More information

High School PLTW Introduction to Engineering Design Curriculum

High School PLTW Introduction to Engineering Design Curriculum Grade 9th - 12th, 1 Credit Elective Course Prerequisites: Algebra 1A High School PLTW Introduction to Engineering Design Curriculum Course Description: Students use a problem-solving model to improve existing

More information

A JOINT VENTURE AGREEMENT FOR SEABED MINING

A JOINT VENTURE AGREEMENT FOR SEABED MINING A JOINT VENTURE AGREEMENT FOR SEABED MINING STUDIES IN TRANSNATIONAL LAW OF NATURAL RESOURCES Published for the Institut für Ausländisches und Internationales Wirtschaftsrecht, Frankfurt am Main VOLUME

More information

NO MORE MUDDLING THROUGH

NO MORE MUDDLING THROUGH NO MORE MUDDLING THROUGH No More Muddling Through Mastering Complex Projects in Engineering and Management by RAINER ZÜST Zürich, Switzerland and PETER TROXLER Rotterdam, The Netherlands A C.I.P. Catalogue

More information

Bayesian Method for Recovering Surface and Illuminant Properties from Photosensor Responses

Bayesian Method for Recovering Surface and Illuminant Properties from Photosensor Responses MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Bayesian Method for Recovering Surface and Illuminant Properties from Photosensor Responses David H. Brainard, William T. Freeman TR93-20 December

More information

Computer Chess Compendium

Computer Chess Compendium Computer Chess Compendium To Alastair and Katherine David Levy, Editor Computer Chess Compendium Springer Science+Business Media, LLC First published 1988 David Levy 1988 Originally published by Springer-Verlag

More information

acoustic imaging cameras, microscopes, phased arrays, and holographic systems

acoustic imaging cameras, microscopes, phased arrays, and holographic systems acoustic imaging cameras, microscopes, phased arrays, and holographic systems acoustic imaging cameras, microscopes, phased arrays, and holographic systems Edited by Glen Wade University of California

More information

ENVIRONMENTAL ISSUES IN THE NEW WORLD TRADING SYSTEM

ENVIRONMENTAL ISSUES IN THE NEW WORLD TRADING SYSTEM ENVIRONMENTAL ISSUES IN THE NEW WORLD TRADING SYSTEM Also by John Whalley DEVELOPING COUNTRIES AND TIlE GLOBAL 1RADING SYS1EM, Volumes 1 and 2 (editor) TIlE URUGUAY ROUND AND BEYOND: The Final Report from

More information

Participatory Democracy, Science and Technology

Participatory Democracy, Science and Technology Participatory Democracy, Science and Technology Also by Karl Rogers ON THE METAPHYSICS OF EXPERIMENTAL PHYSICS MODERN SCIENCE AND THE CAPRICIOUSNESS OF NATURE Participatory Democracy, Science and Technology

More information

Shoichi MAEYAMA Akihisa OHYA and Shin'ichi YUTA. University of Tsukuba. Tsukuba, Ibaraki, 305 JAPAN

Shoichi MAEYAMA Akihisa OHYA and Shin'ichi YUTA. University of Tsukuba. Tsukuba, Ibaraki, 305 JAPAN Long distance outdoor navigation of an autonomous mobile robot by playback of Perceived Route Map Shoichi MAEYAMA Akihisa OHYA and Shin'ichi YUTA Intelligent Robot Laboratory Institute of Information Science

More information

A Genetic Algorithm-Based Controller for Decentralized Multi-Agent Robotic Systems

A Genetic Algorithm-Based Controller for Decentralized Multi-Agent Robotic Systems A Genetic Algorithm-Based Controller for Decentralized Multi-Agent Robotic Systems Arvin Agah Bio-Robotics Division Mechanical Engineering Laboratory, AIST-MITI 1-2 Namiki, Tsukuba 305, JAPAN agah@melcy.mel.go.jp

More information

The German Chemical Industry in the Twentieth Century

The German Chemical Industry in the Twentieth Century The German Chemical Industry in the Twentieth Century Chemists and Chemistry VOLUME 18 A series of books devoted to the examination of the history and development of chemistry from its early emergence

More information

Computational Intelligence for Network Structure Analytics

Computational Intelligence for Network Structure Analytics Computational Intelligence for Network Structure Analytics Maoguo Gong Qing Cai Lijia Ma Shanfeng Wang Yu Lei Computational Intelligence for Network Structure Analytics 123 Maoguo Gong Xidian University

More information

The Washington Embassy

The Washington Embassy The Washington Embassy The Washington Embassy British Ambassadors to the United States, 1939 77 Edited by Michael F. Hopkins Lecturer in History, University of Liverpool Saul Kelly Reader in Defence Studies,

More information