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This book reviews the advances in data gathering and processing in
the biotech laboratory environment, and it sheds new lights on the
various aspects that are necessary for the implementation of
intelligent laboratory architecture and infrastructure. Smart
technologies are increasingly dominating our everyday lives and
have become an indispensable part of the industrial environment.
The laboratory environment, which has long been rather
conservative, has also set out to adapt smart technologies with
regards to Industry 4.0 and the Internet of Things (IoT) for the
laboratory. Due to the heterogeneity of the existing infrastructure
and the often complex work processes, standardization is slow, e.g.
to implement device interfaces or standardized driver protocols,
which are urgently needed to generate standardized data streams
that would be immanent for post-processing of data. Divided into 9
chapters, this book offers an authoritative overview of the diverse
aspects in the generation and recording of uniform data sets in the
laboratory, and in the processing of the data and enabling seamless
processing towards machine learning and artificial intelligence. In
the first part of the book, readers will find more about high
throughout systems, automation, robotics, and the evolution of
technology in the laboratory. The second part of the book is
devoted to standardization in lab automation, in which readers will
learn more about some regulatory aspects, the SiLA2 standards, the
OPC LADS (Laboratory and Analytical Device Standard), and FAIR Data
infrastructure
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