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Continuous improvement: leveraging data security in Industry 4.0 settings

Żywiołek Justyna

Zeszyty Naukowe. Organizacja i Zarządzanie / Politechnika Śląska

2025

z. 216

661--672

Purpose: This study aims to explore the critical role of data security in continuous improvement within Industry 4.0 settings. It focuses on identifying how robust data security practices enable organizations to enhance operational efficiency, foster innovation, and protect sensitive information assets. Additionally, the research highlights the interplay between technological advancements, regulatory compliance, and proactive risk management in achieving sustainable organizational growth. Design/methodology/approach: The research adopts a mixed-method approach to investigate the role of data security in continuous improvement within Industry 4.0. A comprehensive literature review was conducted to identify key theoretical frameworks and best practices related to cybersecurity and continuous improvement. The study also incorporates case analysis of Industry 4.0 technologies, such as IoT, AI, and big data analytics, highlighting their integration with data security strategies. By analyzing real-world applications and leveraging predictive analytics and compliance audits, the research demonstrates how secure data practices can enhance organizational performance and foster innovation. Findings: The study identifies that data security is an indispensable component of continuous improvement in Industry 4.0. Secure data practices enhance decision-making, promote operational resilience, and enable proactive risk mitigation. Moreover, they support compliance with regulatory frameworks, such as GDPR and ISO 27001, while fostering a culture of innovation and trust among stakeholders. The findings also reveal significant challenges, including technological complexity, resource constraints, and rapidly evolving cyber threats. Research limitations/implications: The research is limited by the availability of empirical data on specific Industry 4.0 applications. Future studies could expand on the practical implementation of data security measures across diverse industries and explore the economic implications of continuous improvement strategies. Additional research on emerging technologies, such as blockchain and quantum computing, could further enrich the understanding of secure data management. Practical implications: The study provides actionable insights for businesses seeking to integrate data security into their continuous improvement processes. It emphasizes the importance of investing in advanced security technologies, workforce training, and compliance frameworks to enhance organizational resilience. These recommendations are particularly relevant for enterprises navigating the complexities of Industry 4.0. Originality/value: This paper contributes to the literature by linking data security directly with continuous improvement in Industry 4.0. It offers a novel perspective on the strategic importance of secure data practices, supported by both theoretical insights and practical applications. The findings are valuable to researchers, policymakers, and industry leaders focused on sustainable growth and technological innovation.

Sterowanie i praca systemów elektroenergetycznych – Komitet Studiów C2

Izdebski Michał

Energetyka

2025

nr 3

207--214

W artykule omówiono referaty przygotowane na sesję CIGRE 2024 w ramach Komitetu Studiów C2 Sterowanie i praca systemów elektroenergetycznych. Referaty i dyskusje prowadzone podczas Sesji skupiały się na tworzeniu odporności operacyjnej na zdarzenia ekstremalne i nieprzewidywalne, a także dotyczyły zmian w działaniu oraz sterowaniu systemem elektroenergetycznym w kontekście transformacji energetycznej.

Papers discussed below have been prepared for the CIGRE 2024 session as part of the Study Committee C2 System Operation and Control. Presented papers and discussions took place during the session focused on issues concerning creating operational resilience to extreme/unpredictable events as well as changes on power system operation and control considering the energy transition.