Data Analytics for Process Engineers

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42,79 

Prediction, Control and Optimization, Synthesis Lectures on Mechanical Engineering

ISBN: 3031468651
ISBN 13: 9783031468650
Autor: Galatro, Daniela/Dawe, Stephen
Verlag: Springer Verlag GmbH
Umfang: ix, 145 S., 44 s/w Illustr., 115 farbige Illustr., 145 p. 159 illus., 115 illus. in color.
Erscheinungsdatum: 03.12.2023
Auflage: 1/2024
Produktform: Gebunden/Hardback
Einband: Gebunden
Artikelnummer: 741450 Kategorie:

Beschreibung

Autorenporträt

Daniela Galatro is a Chemical Engineer (Ph.D. and MSc. in Mechanical Engineer) with more than 21 years of experience in the design, optimization, start-up, and operation of chemical production plants in Engineering Procurement and Construction (EPC) and manufacturing companies, as well as flow assurance, data analysis, machine learning, and computer process modelling and simulation. During her process engineering career, she increased several chemical processes' throughput, reliability, and quality. She contributed to reducing environmental impact for her employer and customers in the petrochemical, oil and gas, and refining industries. She has extensive experience abroad, including in Canada, Germany, China, Russia, and Venezuela. She is an Assistant Professor, Teaching Stream in the Department of Chemical Engineering & Applied Chemistry at the University of Toronto, Canada. She teaches Heat and Mass Transfer, Petroleum Processing, Plant Design, and Data-based Modelling for Predictionand Control. Her research includes mapping Education 4.0 and Industry 4.0, using machine learning techniques to map and track contaminants with geoelectrical surveys, and evaluating potential causes of health risk factors. She has supervised several graduate students of the Magister Engineering program, with projects involving predictive analytics and multi-objective optimization in process engineering (sulfur recovery units and amine treatment units). Stephen Dawe is a Chemical Engineer (M.Eng. in Chemical Engineering) with an emphasis on data analytics and process engineering. He currently works as a process engineer in designing and optimizing chemical processes.

Herstellerkennzeichnung:


Springer Verlag GmbH
Tiergartenstr. 17
69121 Heidelberg
DE

E-Mail: juergen.hartmann@springer.com

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