Towards a Digital Transformation Hyper-Framework: The Essential Design Principles and Components of the Initial Prototype

Applied Sciences, Journal Year: 2025, Volume and Issue: 15(2), P. 611 - 611

Published: Jan. 10, 2025

To cope with the complexity, digital transformation of cyber-physical and socio-technology systems demands utilization heterogeneous tailorable development environments dynamic configuring ability transparent integration independently developed dedicated frameworks. The essential design principles component-based architecting initial prototype hyper-framework represent this research target. These are derived from broad scope analysis projects, methods, tools glued to proposed virtual twin hyper-document. critical domain influenced formulation five hypotheses that frame transformation, as second goal article. Armed a meta-modeling layer, incremental hybrid architecture instances focuses on meta-models their transformations into functional, interpretable environments. applicability aspects formulated hypothesis verified throughout architecture, meta-configuration, handling information resources segments version evolution prototype. detailed illustration horizontal vertical interoperability framework is illustrated by Life Cycle Modeling component creatively integrates System, Software, Operation Engineering hyper-framework. capabilities discussed in context contemporary ecosystem. Specification additional frameworks, compliance specified generative mechanisms, directing further refinements

Language: Английский

Encouraging Safety 4.0 to enhance industrial culture: An extensive study of its technologies, roles, and challenges

Green Technologies and Sustainability, Journal Year: 2024, Volume and Issue: unknown, P. 100158 - 100158

Published: Dec. 1, 2024

Language: Английский

Human-Machine Interaction for Knowledge Discovery and Management

Advances in medical education, research, and ethics (AMERE) book series, Journal Year: 2024, Volume and Issue: unknown, P. 88 - 105

Published: April 12, 2024

The ongoing data explosion driven by digital information growth has led to the emergence of human-machine interaction (HMI) as a vital tool in knowledge discovery and management across various disciplines. exponential due influx investigates into HMI applications, encompassing visualization, natural language processing, machine learning, augmented reality, with real-world examples demonstrating their ability deciphering complex extracting insights. Ethical concerns future directions, including issues bias, privacy, security, research prospects like explainable AI personalized interfaces, are also discussed. societal workforce implications explored, highlighting its potential benefits challenges while advocating for responsible development policies ensure harmonious between humans machines realm management.

Language: Английский