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Mathematical modelling of activated sludge systems is used widely
for plant design, optimisation, training, controller design and
research. The quality of simulation studies varies depending on the
project objectives, finances and expertise available. Consideration
has to be given to the model accuracy and the amount of time
required carrying out a simulation study to produce the desired
accuracy. Inconsistent approaches and insufficient documentation
make quality assessment and comparison of simulation results
difficult or almost impossible. A general framework for the
application of activated sludge models is needed in order to
overcome these obstacles. The genesis of the Good Modelling
Practice (GMP) Task Group lies in a workshop held at the 4th IWA
World Water Congress in Marrakech, Morocco where members of
research groups active in wastewater treatment modelling came
together to develop plans to synthesize the best practices of
modellers from all over the world. The most cited protocols were
included in the work, amongst others from: HSG (Hochschulgruppe),
STOWA, BIOMATH and WERF. The goal of the group is to set up an
internationally accepted framework to deal with the ASM type models
in practice. This framework shall make modelling more
straightforward and systematic to use especially for practitioners
and consultants. Additionally, it shall help to define quality
levels for simulation results, a procedure to assess this quality
and to assist in the proper use of the models. The framework will
describe a methodology for goal-oriented application of activated
sludge models demonstrated by means of a concise guideline about
the procedure of a simulation study and some illustrative case
studies. The case studies shall give examples for the required data
quality and quantity and the effort for calibration/validation with
respect to a defined goal. The final report will include an
extended appendix with additional information and details of
methodologies. Additional features in Guidelines for Using
Activated Sludge Models include a chapter on modelling industrial
wastewater, an overview on the history, current practice and future
of activated sludge modelling and several explanatory case studies.
It can be used as an introductory book to learn about Good
Modelling Practice (GMP) in activated sludge modelling and will be
of special interest for process engineers who have no prior
knowledge of modelling or for lecturers who need a textbook for
their students. The STR can also be used as a modelling reference
book and includes an extended appendix with additional information
and details of methodologies. Scientific and Technical Report No.
22
The hand is quicker than the eye. In many cases, so is digital
video. Maintaining image quality in bandwidth- and
memory-restricted environments is quickly becoming a reality as
thriving research delves ever deeper into perceptual coding
techniques, which discard superfluous data that humans cannot
process or detect. Surveying the topic from a Human Visual System
(HVS)-based approach, Digital Video Image Quality and Perceptual
Coding outlines the principles, metrics, and standards associated
with perceptual coding, as well as the latest techniques and
applications. This book is divided broadly into three parts. First,
it introduces the fundamental theory, concepts, principles, and
techniques underlying the field, such as the basics of compression,
HVS modeling, and coding artifacts associated with current
well-known techniques. The next section focuses on picture quality
assessment criteria; subjective and objective methods and metrics,
including vision model based digital video impairment metrics;
testing procedures; and international standards regarding image
quality. Finally, practical applications come into focus, including
digital image and video coder designs based on the HVS as well as
post-filtering, restoration, error correction, and concealment
techniques. The permeation of digital images and video throughout
the world cannot be understated. Nor can the importance of
preserving quality while using minimal storage space, and Digital
Video Image Quality and Perceptual Coding provides the tools
necessary to accomplish this goal. Instructors and lecturers
wishing to make use of this work as a textbook can download a
presentation of 786 slides in PDF format organized to augment
thetext. accompany our book (H.R. Wu and K.R. Rao, Digital Video
Image Quality and Perceptual Coding, CRC Press (ISBN:
0-8247-2777-0), Nov. 2005) for lecturers or instructor to use for
their classes if they use the book.
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