The Impact of Digital Technologies on Modern Technical Systems

The article examines the impact of intensive development of digital technologies, artificial intelligence, artificial neural networks, and computer-aided design methods on the nature, structure, and principles of modern technical systems. Particular attention is given to the classification and identification of innovative technical solutions. 

The article considers a classification of modern technical solutions based on distinguishing local technical solutions, subsystems, and technical supersystems. Particular attention is paid to conclusions and definitions in Aliaksandr Achapouski’s publications, in which an optimized classification is proposed, taking into account the combination of classical design methodology with modern computer software development methods. The author seeks to correlate Achapouski’s fundamental principles with the methodology and system of conceptual decision-making used in modern machine design involving digital technologies and elements of artificial intelligence.

The article emphasizes that increasing complexity of tasks associated with development, modernization, and optimization of engineering and technological systems progressively reduces the practical effectiveness of isolated local solutions. Achieving the required final result increasingly requires compositional, integrative, and comprehensive solutions that combine individual technical elements and subsystems into a unified, functionally interconnected supersystem.

Special attention is also given to the influence of computer-aided design methods on the development of technical solutions. Modern engineering software, including the SolidWorks family of design tools, significantly expands possibilities for analyzing, modeling, and integrating numerous parameters and characteristics of a designed object. As a result, a technical solution increasingly represents not an isolated structural element but a component of a complex multilevel system incorporating mechanical, electronic, software, materials-engineering, optical, and other interconnected components.

The article further addresses issues associated with assessing novelty, obviousness, and non-obviousness of modern technical solutions. The interdisciplinary nature of contemporary technologies complicates traditional expert evaluation because innovative developments may simultaneously incorporate achievements in electronics, microelectronics, advanced materials science, fiber optics, laser technology, software, and other interconnected fields.

The article also analyzes the influence of psychological, technological, and structural stereotypes on the innovation process. New technical and technological solutions are often evaluated through established concepts and principles governing the development of industrial technologies, machines, and mechanisms, many of which originated before the emergence of modern materials, electronic components, digital control systems, and laser technologies. This creates a need to improve methods for classifying and identifying technical solutions in accordance with the current level of technological development.

Thus, the systematic classification of technical solutions - from individual local elements and active subsystems to integrated technical supersystems - is considered an important instrument for organizing the modern innovation process, supporting the comprehensive development of technical systems, and establishing effective mechanisms for intellectual property protection. The approach discussed in the article links the concepts and definitions developed by Aliaksandr Achapouski with contemporary methods of digital design, artificial intelligence, and the comprehensive integration of technologies within the infrastructure of smart objects.