Items related to Nonlinear Regression Modeling for Engineering Applications:...
Nonlinear Regression Modeling for Engineering Applications: Modeling, Model Validation, and Enabling Design of Experiments (Wiley-ASME Press Series) - Hardcover
Synopsis
Since mathematical models express our understanding of how nature behaves, we use them to validate our understanding of the fundamentals about systems (which could be processes, equipment, procedures, devices, or products). Also, when validated, the model is useful for engineering applications related to diagnosis, design, and optimization.
First, we postulate a mechanism, then derive a model grounded in that mechanistic understanding. If the model does not fit the data, our understanding of the mechanism was wrong or incomplete. Patterns in the residuals can guide model improvement. Alternately, when the model fits the data, our understanding is sufficient and confidently functional for engineering applications.
This book details methods of nonlinear regression, computational algorithms,model validation, interpretation of residuals, and useful experimental design. The focus is on practical applications, with relevant methods supported by fundamental analysis.
This book will assist either the academic or industrial practitioner to properly classify the system, choose between the various available modeling options and regression objectives, design experiments to obtain data capturing critical system behaviors, fit the model parameters based on that data, and statistically characterize the resulting model. The author has used the material in the undergraduate unit operations lab course and in advanced control applications.
"synopsis" may belong to another edition of this title.
About the Author
R. Russell Rhinehart, Oklahoma State University, USA.
Professor Rhinehart obtained his Ph.D. in Chemical Engineering in 1985 from North Carolina State University, USA. His research interests include process improvement (modeling, optimization, and control), and product improvement (modeling and design). In 2004 he was named as one of InTECHs 50 most influential industry innovators of the past 50 years, and was inducted into the Automation Hall of Fame for the Process Industries in 2005. He has written extensively for numerous journals and refereed articles.
"About this title" may belong to another edition of this title.
Search results for Nonlinear Regression Modeling for Engineering Applications:...
Stock Image
Nonlinear Regression Modeling for Engineering Applications: Modeling, Model Validation, and Enabling Design of Experiments (Wiley-ASME Press Series)
Seller: Zubal-Books, Since 1961, Cleveland, OH, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. 361 pp., hardcover, new. - If you are reading this, this item is actually (physically) in our stock and ready for shipment once ordered. We are not bookjackers. Buyer is responsible for any additional duties, taxes, or fees required by recipient's country. Seller Inventory # ZB1315365
Quantity: 1 available
Seller Image
Nonlinear Regression Modeling for Engineering Applications : Modeling, Model Validation, and Enabling Design of Experiments
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 19036349-n
Quantity: 4 available
Stock Image
Nonlinear Regression Modeling for Engineering Applications: Modeling, Model Validation, and Enabling Design of Experiments Format: Hardcover
Seller: INDOO, Avenel, NJ, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Brand New. Seller Inventory # 9781118597965
Quantity: Over 20 available
Stock Image
Nonlinear Regression Modeling for Engineering Applications
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. pp. 400. Seller Inventory # 26374684939
Quantity: 1 available
Stock Image
Nonlinear Regression Modeling for Engineering Applications
Seller: Majestic Books, Hounslow, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. pp. 400. Seller Inventory # 371360468
Quantity: 1 available
Seller Image
Nonlinear Regression Modeling for Engineering Applications : Modeling, Model Validation, and Enabling Design of Experiments
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 19036349-n
Quantity: 4 available
Seller Image
Nonlinear Regression Modeling for Engineering Applications (Hardcover)
Published by
John Wiley & Sons Inc, New York, 2016
ISBN 10: 1118597966
ISBN 13: 9781118597965
New
Hardcover
First Edition
Seller: Grand Eagle Retail, Mason, OH, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: new. Hardcover. Since mathematical models express our understanding of how nature behaves, we use them to validate our understanding of the fundamentals about systems (which could be processes, equipment, procedures, devices, or products). Also, when validated, the model is useful for engineering applications related to diagnosis, design, and optimization. First, we postulate a mechanism, then derive a model grounded in that mechanistic understanding. If the model does not fit the data, our understanding of the mechanism was wrong or incomplete. Patterns in the residuals can guide model improvement. Alternately, when the model fits the data, our understanding is sufficient and confidently functional for engineering applications. This book details methods of nonlinear regression, computational algorithms,model validation, interpretation of residuals, and useful experimental design. The focus is on practical applications, with relevant methods supported by fundamental analysis. This book will assist either the academic or industrial practitioner to properly classify the system, choose between the various available modeling options and regression objectives, design experiments to obtain data capturing critical system behaviors, fit the model parameters based on that data, and statistically characterize the resulting model. The author has used the material in the undergraduate unit operations lab course and in advanced control applications. Since mathematical models express our understanding of how nature behaves, we use them to validate our understanding of the fundamentals about systems (which could be processes, equipment, procedures, devices, or products). Also, when validated, the model is useful for engineering applications related to diagnosis, design, and optimization. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781118597965
Quantity: 1 available
Stock Image
Nonlinear Regression Modeling for Engineering Applications
Seller: Biblios, Frankfurt am main, HESSE, Germany
Seller rating 5 out of 5 stars
Condition: New. pp. 400. Seller Inventory # 18374684929
Quantity: 1 available
Stock Image
NONLINEAR REGRESSION MODELING
Seller: Buchpark, Trebbin, Germany
Seller rating 5 out of 5 stars
Condition: Gut. Zustand: Gut | Seiten: 400 | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 26940200/3
Quantity: 1 available
Stock Image
Nonlinear Regression Modeling for Engineering Applications: Modeling, Model Validation, and Enabling Design of Experiments (Wiley-ASME Press Series)
Seller: Ubiquity Trade, Miami, FL, U.S.A.
Seller rating 3 out of 5 stars
Condition: New. Brand new! Please provide a physical shipping address. Seller Inventory # 9781118597965
Quantity: Over 20 available