EAN: 9783031468650

SYNTHESIS LECTURES ON MECHANICAL ENGINEERING ...

This book provides an industry-oriented data analytics approach for process engineers 
including data acquisition methods and sources  exploratory data analysis and sensitivity
analysis  data-based modelling for prediction  data-based modelling for monitoring and control
and data-based optimization of processes. While many of the current data analytics books target
business-related problems  the rationale for this book is a specific need to understand and
select applicable data analytics approaches pragmatically to analyze process
engineering-related problems  this tailored solution for engineers gets amalgamated with
governing equations  and in several cases  with the physical understanding of the phenomenon
being analyzed. We also consider this book strategically conceived to help map Education 4.0
with Industry 4.0 since it can support undergraduate and graduate students to gain valuable and
applicable data analytics stills that can be further used in their workplace. Moreover  it can
be used as a reference book for professionals  a quick reference to data analytics tools that
can facilitate and or optimize their process engineering tasks.

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