Details

Evolvable Designs of Experiments


Evolvable Designs of Experiments

Applications for Circuits
1. Aufl.

von: Octavian Iordache

106,99 €

Verlag: Wiley-VCH
Format: PDF
Veröffentl.: 11.02.2009
ISBN/EAN: 9783527624034
Sprache: englisch
Anzahl Seiten: 230

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Beschreibungen

Adopting a groundbreaking approach, the highly regarded author shows how to design methods for planning increasingly complex experiments. <br> He begins with a brief introduction to standard quality methods and the technology in standard electric circuits. The book then gives numerous examples of how to apply the proposed methodology in a series of real-life case studies. Although these case studies are taken from the printed circuit board industry, the methods are equally applicable to other fields of engineering. <br>
PART I: Introduction<br> <br> PRINTED CIRCUITS<br> Technology Presentation<br> Inner-Layer Processing<br> Materials Preparation<br> Lamination<br> Drilling<br> Making the Hole Conductive<br> Imaging<br> Electroplating<br> Copper Etching<br> Solder Masking<br> Surface Finishing<br> Routing<br> Testing and Inspection<br> Assembling<br> <br> PROBLEM SOLVING FOR RELIABILITY AND QUALITY<br> Conventional Paradigms<br> Complexity and Time Frames<br> Quasilinearity, Circularity, and Closure<br> Advance of Reliability Paradigms<br> <br> PART II: Evolvable Designs of Experiments (EDOE)<br> <br> POLYSTOCHASTIC MODELS<br> What is PSM?<br> Basic Notions for Categorical Frame<br> Illustrative Examples of PSM and Categorical Frames<br> FIRST-ORDER WAVE EQUATION<br> Algebraic Frames for Time "T" and Space "Z"<br> The First-Order Wave Equation<br> "Kinetic" Model: Walsh-Hadamard Matrices<br> "Convection" Model: Latin Squares<br> Spectral Analysis: Correlation<br> INFORMATIONAL ANALYSIS: EDOE MATRICES<br> Walsh-Hadamard Matrices and Latin Square Designs<br> Classification Procedures: Informational Criteria<br> Informational Entropy and Distances<br> Adaptability in Classification<br> Informational Results<br> Relation with Thermodynamics<br> Ranking, Discarding, and Replication of the Columns<br> Lumping and Splitting Columns<br> Juxtaposing and Cutting<br> Tables of DOE Matrices<br> EDOE METHODOLOGY<br> Scientific and Engineering Methods<br> Center Design and Hierarchy<br> Recursivity and Focusing<br> Problem-Solving Framework for PCB Quality<br> Forward and Backward Search<br> Interactions: Dissociation -<br> Integration<br> EDOE Basic Steps<br> EDOE Frame and SKUP Schema<br> Comparison of EDOE with other Methods<br> <br> PART III: Case Studies<br> <br> SOLDER WICKING<br> Illustrative Failure Analysis<br> Illustrative EDOE Frame<br> SKUP Schema for Solder Wicking<br> RELIABILITY ANALYSIS<br> EDOE for Reliability<br> SKUP Schema for Reliability<br> Reliability Management Systems: Main Elements<br> Reliability Prediction Software<br> Minicoupons<br> Reliability Analysis<br> IST Electrical Resistance Analysis<br> DRILLING<br> Drilling Quality Framework<br> Test Coupons<br> Testing Small Plated Through Holes: SKUP Schema for Drilling<br> Reliability Tests<br> Lifetime Maps<br> Drilling Quality Evaluations<br> Testing the Design, D<br> Testing for Processing, P<br> Reliability Evaluations<br> SURFACE FINISH SOLDERABILITY<br> Finish Solderability Frame<br> SKUP Schema for Surface Finish<br> DIRECT PLATE<br> Direct Plate Reliability<br> Microsectioning Results<br> Electrical Resistance versus the Number of Cycles Classification Method<br> Associated Vectors-Grids<br> First Step of Classification<br> Second Step of Classification<br> IST Lifetime and Electroplated Cu Thickness<br> Summary<br> SKUP Schema for Direct Plate<br> PLATING VOIDS<br> Plating Voids Type<br> The SKUP Schema for Plating Voids<br> <br> PART IV: Evolvability<br> <br> SELF-ADAPTIVE CIRCUITS<br> Evolvability Levels<br> Self-Adaptivity<br> Self-Adaptive Designs and Constructions<br> Self-Adaptive Materials<br> Self-Adaptive Processing<br> Self-Adaptability to Testing and Field Conditions<br> PROACTIVE CIRCUITS<br> Proactiveness for Circuit<br> Evolutionary Hardware<br> Electrochemical Filament Circuits<br> EVOLVABLE CIRCUITS<br> Evolvability Challenges<br> Molecular Electronics<br> Bacteriorhodopsin for Optoelectronic Circuitry<br> Embedded Symbolic-Connectionists Hybrids<br> Temporal Synchrony for Embedded Symbolic-Connectionist Hybrids<br> Embedded EDOE<br> Hybrid Controlled Microfluidic Circuits<br> Reconfigurable Microfluidic Circuits<br> Self-Constructed Molecular Circuits and Computing<br> Genetic Code-Like Mechanism for Molecular Circuitry<br> Conventional Circuits versus Evolvable Circuits<br> EVOLVABLE MANUFACTURING SYSTEMS<br> Manufacturing Paradigms<br> Fractal Manufacturing System<br> Holonic Manufacturing System<br> Biologic Manufacturing System<br> Virtual Manufacturing System<br> SKUP Schema for Virtual Manufacturing Systems<br> Multiagent Manufacturing Systems: Architecture<br> Muiltiagent-Based Versus Conventional Manufacturing Systems<br> <br> PART V: Concluding Remarks<br> <br> RELATED CONCEPTS<br> Complexity<br> Evolvability<br> Polystochastic Method<br> Constructivism<br> Cybernetics and the Cycle of Sciences
Octavian Iordache obtained his PhD in chemical engineering from the Polytechnic Institute of Bucharest and a diploma in mathematics from the University of Bucharest. He was a professor of chemical engineering and has conducted research at several universities in Europe and North America. He is with a Montreal-based start up company involved with Research, Development, Test and Evaluation (RDT&E) activities. His research and teaching pertains to the domains of transport phenomena, chemical reaction engineering, material science, stochastic processes and statistics. He has authored 8 books and over 100 papers.
Developments in science and in technology have led to a dramatic increase in the complexity of industrial systems. Studying, designing, building and controlling such complex systems will be a central challenge for engineers in the coming years. Design of experiments (DOE) is a systematic approach for investigating systems and processes. This book presents a new approach - evolvable design - which is a modern way for replacing pre-programmed and fixed problem-solving methods.<br> Divided into 5 clear parts, the book begins with an introduction to standard quality methods and the technology in standard electric circuits. The second part looks at evolvable designs of experiments (EDOE) in further detail before providing numerous examples of how to apply the proposed methodology in a series of real-life case studies in the third part. The fourth part is given over to evolvability and relates EDOE methods to evolvable circuits, before summarizing all the methods and applications in a final part. Although these case studies are taken from the printed circuits industry, the methods are equally applicable to other fields of engineering. A valuable reference for system engineering scientists in industry and for electrical and chemical engineers.<br> Developments in science and in technology have led to a dramatic increase in the complexity of industrial systems. Studying, designing, building and controlling such complex systems will be a central challenge for engineers in the coming years. Design of experiments (DOE) is a systematic approach for investigating systems and processes. This book presents a new approach - evolvable design - which is a modern way for replacing pre-programmed and fixed problem-solving methods.<br> Divided into 5 clear parts, the book begins with an introduction to standard quality methods and the technology in standard electric circuits. The second part looks at evolvable designs of experiments (EDOE) in further detail before providing numerous examples of how to apply the proposed methodology in a series of real-life case studies in the third part. The fourth part is given over to evolvability and relates EDOE methods to evolvable circuits, before summarizing all the methods and applications in a final part. Although these case studies are taken from the printed circuits industry, the methods are equally applicable to other fields of engineering. A valuable reference for system engineering scientists in industry and for electrical and chemical engineers.

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