Скачать книгу

in this book has been partly supported by (i) the Academy of Finland through the research fellowship project Building the Energy Internet as a large‐scale IoT‐based cyber‐physical system that manages the energy inventory of distribution grids as discretized packets via machine‐type communications (EnergyNet; grant no. 321265/no. 328869), through the consortium Framework for the identification of rare events via machine learning and IoT networks (FIREMAN; grant no. 326270 under CHIST‐ERA‐17‐BDSI‐003), and the project Energy efficient IoT deployment for systems of the future (ee‐IoT; grant no. 319009), (ii) the Jane and Aatos Erkko Foundation (Finland) through the project Swarming technology for reliable and energy‐aware aerial missions (STREAM), and (iii) through the LUT research platform Modeling reality through simulation (MORE SIM).

      I dedicate this book to my mom Regina, my dad Eliseu, my grandma Celina, my wife Carolina, and my daughter Amanda.

      November 12, 2021 Pedro H. J. Nardelli

      Lappeenranta

      As a prelude, this first chapter will explicitly state the philosophical position followed in this book. The chapter starts by highlighting what is spontaneously thought under the term “CPS” to then argue the reasons why a general theory is necessary to build scientific knowledge about this object of inquiry and design. A brief historical perspective of closely related fields, namely control theory, information theory, and cybernetics, will also be given followed by a necessary digression of philosophical positions and possible misinterpretations of such broad theoretical constructions. In summary, the proposed demarcation can be seen as a risk management action to avoid mistakes arising from commonsense knowledge and other possible misconceptions in order to “clear the path” for the learning process to be carried out in the following hundreds of pages.

      CPS is a term not broadly employed in everyday life. Its usage has a technical origin and is related to digitalization of processes across different sectors so that the term “CPS” has ended up being mostly used by academics in information technology, engineering, practitioners in industry, and managers. Such a broad concept usually leads to misunderstandings so much so that relevant standardization bodies have channeled efforts trying to establish a shared meaning. One remarkable example is the National Institute of Standards and Technology (NIST) located in the United States. NIST has several working groups related to CPS, whose outcomes are presented on a dedicated website [1]. In NIST's own words,

      Cyber‐Physical Systems (CPS) comprise interacting digital, analog, physical, and human components engineered for function through integrated physics and logic. These systems will provide the foundation of our critical infrastructure, form the basis of emerging and future smart services, and improve our quality of life in many areas.

      Cyber‐physical systems (CPS) will bring advances in personalized health care, emergency response, traffic flow management, and electric power generation and delivery, as well as in many other areas now just being envisioned. CPS comprise interacting digital, analog, physical, and human components engineered for function through integrated physics and logic. Other phrases that you might hear when discussing these and related CPS technologies include:

       Internet of Things (IoT)

       Industrial Internet

       Smart Cities

       Smart Grid

       “Smart” Anything (e.g. Cars, Buildings, Homes, Manufacturing, Hospitals, Appliances)

      As a commonplace when trying to determine the meaning of umbrella terms, the definition of CPS proposed by NIST is still too broad and vague (and excessively utopian) to become susceptible of scientific inquiry. On the other hand, such a definition offers us a starting point, which can be seen as the raw material of our theoretical investigation. A careful reading of the NIST text indicates the key common features of the diverse list of CPSs:

       There are physical processes that can be digitalized with sensors or measuring devices;

       These data can be processed and communicated to provide information of such processes;

       These informative data are the basis for decisions (either by humans or by machines) of possible actions that are capable of creating “smartness” in the CPS;

       CPSs are designed to intervene (improve) different concrete processes of our daily lives; therefore, they affect and are affected by different aspects of society.

Schematic illustration of a CPS.

      The idea of having a general theory is, roughly speaking, to characterize in a nonsubjective manner a very well‐defined symbolic object that incorporates all the constitutive aspects of a class of real‐world objects and therefrom obtain new knowledge by both symbolic manipulation and experimental tests. This generalization opens the path for moving beyond know‐how‐style of knowledge toward abstract, scientific conceptualizations, which

Скачать книгу