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I/O Magazine  >  October 2020





                 MASTERCLASS




               DIGITAL TWINS:




               IMPROVED TWIN




               SYSTEM GENERATES




               OPPORTUNITIES




                By Rianne Lindhout




               The Internet­of­Things is        umbrella term for many different   changes in the process. It can help

               about far more than just         things. However, these all work   to realise a new error-free system
                                                based on static knowledge such as
                                                                                 faster, but also monitor and adjust
               smart coffee machines or          natural laws, chemistry and thermo-  a running process.
                                                dynamics. They also assume ideal
               thermostats. Networks of         conditions and normal behaviour,   Jayawardhana gives an example:
               sensors, for example, are        whereas the reality is often     ‘Philips places shaving heads on
                                                                                 shavers. The steel these are made
                                                different.’
               vital for enabling so­called                                      of is sometimes a bit thinner or
               digital twins to simulate        Jayawardhana leads the           thicker, depending on the supplier.
                                                                                 Previously, an operator had to keep
                                                Perspectief programme DIGITAL
               the real world far more          TWIN (Integration of Data-drIven   on making adjustments to the
                                                                                 machine during the start-up of the
                                                and model-based enGIneering in
               accurately. What are these       fuTure industriAL Technology With   production line. Soon there will be
               rapidly emerging digital         value chaIn optimizatioN). Within   a digital twin that will receive infor-
                                                                                 mation from each supplier about
                                                this programme, six universities,
               twins and which scientific        eleven companies and TNO are     the steel thickness and will then
                                                integrating various forms of models   propose the correct adjustment to
               questions do they elicit?        to ensure that they are able to learn   the machine at the right moment.
                                                from data. Through this approach,   Ultimately, such a twin could
               For a long time, industry has used   digital twins will be able to describe   even make the adjustments itself.
               digital models to predict how to   the reality even better still.   The digital twin is then not only a
               best adjust the parameters in a                                   simulator, but is also capable of
               complex system. These models are                                  communicating with the system.’
               called digital twins. ‘Such a model   New style: an
               can assume a wide range of forms,                                 Another example comes from
               varying from a 3D drawing to a   adaptive controller              the steel producer Tata Steel. In a
               mathematical model,’ explains                                     gigantic, white-hot reactor, iron ore,
               Bayu Jayawardhana, Professor     The ideal is a digital twin that    limestone and coke are mixed to
               of Mechatronics and Control of   contributes ideas because it     produce the liquid pig iron for the
               Nonlinear Systems at the University   measures changes in variables and   production of steel. How can you
               of Groningen. ‘Digital twin is an   can ultimately make independent   make this process as cheap and




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