Author: Francis J. Hopcroft
Publisher: CRC Press
ISBN: 1000840824
Category : Technology & Engineering
Languages : en
Pages : 422
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Book Description
Experiment Design for Civil Engineering provides guidance to students and practicing civil engineers on how to design a civil engineering experiment that will produce useful and unassailable results. It includes a long list of complete experiment designs that students can perform in the laboratory at most universities and that many consulting engineers can do in corporate laboratories. These experiments also provide a way to evaluate a new design against an existing experiment to determine what information is most appropriate in each section and how to format the data for the most effective outcome. Interpretation of output data is discussed, along with uncertainty, as well as optimal presentation of the data to others. The content of the first 8 chapters is similar in format to authors' recent title, Experiment Design for Environmental Engineering: Methods and Examples (CRC Press, 2022) and has been revised for civil engineers. This textbook: Fills in the gap in ABET requirements to teach experiment design. Provides a standardized approach to experiment design that can work for any experiment. Includes completed experiment designs suitable for college laboratory and professional applications. Shows how to organize experimental data as it is collected to optimize usefulness. Provides templates for design of the experiment and for presenting the resulting data to technical and nontechnical audiences or clients.
Author: Muhammet Ünal
Publisher: Springer
ISBN: 3642329004
Category : Technology & Engineering
Languages : en
Pages : 96
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Book Description
Artificial neural networks, genetic algorithms and the ant colony optimization algorithm have become a highly effective tool for solving hard optimization problems. As their popularity has increased, applications of these algorithms have grown in more than equal measure. While many of the books available on these subjects only provide a cursory discussion of theory, the present book gives special emphasis to the theoretical background that is behind these algorithms and their applications. Moreover, this book introduces a novel real time control algorithm, that uses genetic algorithm and ant colony optimization algorithms for optimizing PID controller parameters. In general, the present book represents a solid survey on artificial neural networks, genetic algorithms and the ant colony optimization algorithm and introduces novel practical elements related to the application of these methods to process system control.
Author: Dieter Rasch
Publisher: CRC Press
ISBN: 1439816980
Category : Mathematics
Languages : en
Pages : 340
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Book Description
Experimental design is often overlooked in the literature of applied and mathematical statistics: statistics is taught and understood as merely a collection of methods for analyzing data. Consequently, experimenters seldom think about optimal design, including prerequisites such as the necessary sample size needed for a precise answer for an experi
Author: Bradley Jones
Publisher: Wiley Global Education
ISBN: 1119611237
Category : Technology & Engineering
Languages : en
Pages : 275
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Book Description
Design of Experiments: A Modern Approach introduces readers to planning and conducting experiments, analyzing the resulting data, and obtaining valid and objective conclusions. This innovative textbook uses design optimization as its design construction approach, focusing on practical experiments in engineering, science, and business rather than orthogonal designs and extensive analysis. Requiring only first-course knowledge of statistics and familiarity with matrix algebra, student-friendly chapters cover the design process for a range of various types of experiments. The text follows a traditional outline for a design of experiments course, beginning with an introduction to the topic, historical notes, a review of fundamental statistics concepts, and a systematic process for designing and conducting experiments. Subsequent chapters cover simple comparative experiments, variance analysis, two-factor factorial experiments, randomized complete block design, response surface methodology, designs for nonlinear models, and more. Readers gain a solid understanding of the role of experimentation in technology commercialization and product realization activities—including new product design, manufacturing process development, and process improvement—as well as many applications of designed experiments in other areas such as marketing, service operations, e-commerce, and general business operations.
Author: Len Gelman
Publisher: Springer Science & Business Media
ISBN: 9048123119
Category : Technology & Engineering
Languages : en
Pages : 728
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Book Description
Advances in Electrical Engineering and Computational Science contains sixty-one revised and extended research articles written by prominent researchers participating in the conference. Topics covered include Control Engineering, Network Management, Wireless Networks, Biotechnology, Signal Processing, Computational Intelligence, Computational Statistics, Internet Computing, High Performance Computing, and industrial applications. Advances in Electrical Engineering and Computational Science will offer the state of art of tremendous advances in electrical engineering and computational science and also serve as an excellent reference work for researchers and graduate students working with/on electrical engineering and computational science.
Author: Claire A. Collins
Publisher: John Wiley & Sons
ISBN:
Category : Science
Languages : en
Pages : 296
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Book Description
Clearly written and free of statistical jargon, this invaluableguide concentrates on the practicalities of statistical analysisfor anyone involved with agricultural research. Each section starts with the key points, giving a quick referenceto the contents and plenty of examples using 'real' data. Successful experiment design starts with a statement of aims. Theauthors guide the reader through planning an experiment, includingdefining objectives, considering treatments, measurements ofinterest and the time and timing of assessments. Advantages anddisadvantages of different experiment designs and the importance ofdata exploration and graphical presentation are covered, as aredata collection, storage, validation and verification. Statisticaltechniques include the t-test, anlaysis of variance, basicregression analysis and non-parametric techniques. Assumptionsinherent to these techniques are clearly identified (bearing inmind the principles and aims) without losing the reader instatistical theory. All of the techniques are illustrated withworked examples and give full interpretation of the results.Formulae are kept to a minimum in the main text, but are given infull in the appendix.
Author: Michael D. Holloway
Publisher: CRC Press
ISBN: 1040186130
Category : Science
Languages : en
Pages : 949
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Book Description
Designed Experiments for Science and Engineering is a versatile and overarching toolkit that explores various methods of designing experiments for over 20 disciplines in science and engineering. Designed experiments provide a structured approach to hypothesis testing, data analysis, and decision‐making. They allow researchers and engineers to efficiently explore multiple factors, interactions, and their impact on outcomes, ultimately leading to better‐designed processes, products, and systems across a wide range of scientific and engineering disciplines. Each discipline covered in this book includes the key characteristics of the steps in choosing and executing the experimental designs (one factor, fractional factorial, mixture experimentation, factor central composite, 3‐factor + central composite, etc.) and reviews the various statistical tools used as well as the steps in how to utilize each (standard deviation analysis, analysis of variance [ANOVA], relative standard deviation, bias analysis, etc.). This book is essential reading for students and professionals who are involved in research and development within various fields in science and engineering, such as mechanical engineering, environmental science, manufacturing, and aerospace engineering.
Author: Douglas C. Montgomery
Publisher: Wiley
ISBN: 9780471661597
Category : Experimental design
Languages : en
Pages : 0
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Book Description
This bestselling professional reference has helped over 100,000 engineers and scientists with the success of their experiments. The new edition includes more software examples taken from the three most dominant programs in the field: Minitab, JMP, and SAS. Additional material has also been added in several chapters, including new developments in robust design and factorial designs. New examples and exercises are also presented to illustrate the use of designed experiments in service and transactional organizations. Engineers will be able to apply this information to improve the quality and efficiency of working systems.
Author: Francis J. Hopcroft
Publisher: CRC Press
ISBN: 9781003346685
Category : Technology & Engineering
Languages : en
Pages : 0
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Book Description
"This textbook provides guidance to students and practicing civil engineers on how to design a civil engineering experiment that will produce useful and unassailable results. It includes a long list of complete experiment designs that students can perform in the laboratory at most universities and that many consulting engineers can do in corporate laboratories. These experiments also provide a way to evaluate a new design against an existing experiment to determine what information is most appropriate in each section and how to format the data for the most effective outcome. Interpretation of output data is discussed, along with uncertainty, as well as optimal presentation of the data to others. Fills in the gap in ABET requirements to teach experiment design. Provides a standardized approach to experiment design that can work for any experiment. Includes completed experiment designs suitable for college laboratory and professional applications. Shows how to organize experimental data as it is collected to optimize usefulness. Provides templates for design of the experiment and for presenting the resulting data to technical and non-technical audiences or clients"--
Author: Anthony Tegtmeyer
Publisher: Sourcebooks, Inc.
ISBN: 164739581X
Category : Juvenile Nonfiction
Languages : en
Pages : 239
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Book Description
STEAM-powered experiments in engineering for kids ages 8 to 12 Learn about the amazing world of engineering for kids and how it works together with science, technology, art, and math. Whether you're experimenting with structures, materials, mechanics, or electrons, this book offers step-by-step instructions and full-color pictures that help you answer questions like "what can we use magnetism for?" and "how do catapults work?" This guide to engineering for kids features: Engineering explained—Dive deep into what it means to be an engineer as you learn about the different types of engineers and how they approach challenges. Amazing experiments—Build a robot, make your own battery, clean polluted water, create a wind-powered car, and more using basic items you might already have at home. Beginner guidance—Find explanations for why each experiment works, as well as suggestions for taking them even further. Explore the amazing world of engineering for kids with these fun experiments that will get kids excited about learning.
