• THEORETICAL FOUNDATIONS AND SPECIFICITY OF MATHEMATICAL MODELLING

    Modeling of аgent-based cyber-physical systems using goal-oriented approach

    Mathematical Modeling, Vol. 4 (2020), Issue 4, pg(s) 106-109

    Cyber-physical systems (CPS) integrate computing, networking and physical dynamics and are characterized by a high degree of heterogeneity and parallelism, with high dimensionality and complexity, including a variety of decision-making capabilities and control logic. Modeling and simulation of cyber-physical systems are considered important stages in the design, development and operation of CPS and their components. The main aim of the paper is to describe and analyze the evolution of agent based approach in the field of CPS and to define the basic requirements to the agent based systems regarding CPS. Based on O-MaSE methodology a software process model for agent based development of CPS is proposed. The approach includes the creation of 10 models reflecting various aspects and functionality of the CPS. The suggested approach is analyzed in terms of meeting the basic requirements for agent-based systems, imposed by the peculiarities of cyber-physical systems and fundamental requirements for their introducing, such as flexibility/changeability, reliability, reconfigurability, adaptability/agility and dependability.

  • TECHNOLOGIES

    INFORMATION MODELING OF INTELLIGENT AND SECURE CYBER-PHYSICAL PRODUCTION SYSTEMS USING OPC UA

    Machines. Technologies. Materials., Vol. 13 (2019), Issue 12, pg(s) 542-545

    The strategic initiative Industry 4.0 implies integration of Cyber-Physical Production Systems (CPPS), Internet of Things (IoT) and cloud computing, leading to what is called “smart factory”. The lack of theoretical foundation and methodologies for development of CPPS creates barriers that may hamper the adoption, commercialization, and market success of the new CPPS applications. Standardization and digitalization are at the heart of the methodologies for developing intelligent cyber-physical production systems. OPC UA is the only recommended communication standard within the RAMI reference architecture. Here comes the main purpose of the paper to analyze OPC UA in respect to the information model creation and measures to ensure security of applications. An important place in the paper is devoted to the specification of standardized information models of other organizations, such as those of the ISA-95 (IEC-62264).