VALUE CREATION, PERFORMANCE MEASUREMENT AND STRATEGIC IMPLEMENTATION IN MATERIALS SCIENCE
Keywords:
value creation, predictive maintenance, process optimization, performance measurement, return on investment, strategic implementation, artificial intelligence, digital twins, organizational change, sustainability.Abstract
This study analyzes the mechanisms for value creation, performance
measurement, and strategic implementation of integrated information systems for heat treatment
process management. The research examines how predictive maintenance algorithms, process
optimization models, and quality forecasting transform operational efficiency into economic value.
Special attention is given to hierarchical performance measurement frameworks that aggregate
detailed operational metrics into progressively higher-level summaries. The methodology includes
analysis of return on investment through quantification of tangible financial benefits and strategic
value creation. Structured implementation approaches are investigated, including phased
deployment, risk management, and organizational change management. Future development
trajectories are explored, including artificial intelligence, digital twins, and blockchain technologies.
Results demonstrate measurable improvements in equipment efficiency, energy efficiency, and
financial outcomes. Conclusions emphasize the necessity of a balanced approach that integrates
technical complexity with organizational readiness and cultivates a culture of continuous
improvement.
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