Her main interests are in the fields of instrumentation and
measurement and reliability analysis.
The research and professional activity focuses on the evolution of organizational models from resilience to antifragility, with the goal of supporting organizations in transforming uncertainty into a strategic lever for sustainable innovation. A core area of investigation is Reliability Engineering, with particular attention to the analysis and assessment techniques for the reliability of electrical and electronic systems and components. This includes quantitative methods for failure prediction, risk evaluation, and lifecycle optimization.
The approach integrates technical reliability with a systemic and multidisciplinary vision, combining organizational culture, advanced management systems, and emerging technologies, in line with the guiding principles of Industry 5.0 and Society 5.0. This trajectory is grounded in authoritative normative references (such as UNI/PdR 155:2023 and the revised ISO 56000:2025) and converges in the development of the Paradigm 5.0: a synthesis of innovation, ethics, sustainability, and positive impact on the common good.
