Cognitive Computing in Cyber Physical Systems Transformative Integration for Enhanced Capabilities
Journal: International Journal of Trend in Scientific Research and Development (Vol.8, No. 1)Publication Date: 2024-03-12
Authors : Manish Verma;
Page : 77-84
Keywords : Cognitive computing; CPS; BCI; NLP; User-Centric technologies;
Abstract
Cyber physical systems CPS represent a convergence of the digital and physical worlds, playing a crucial role in various industries, from manufacturing to healthcare and smart environments. The integration of cognitive computing into CPS marks a transformative leap, offering numerous merits that enhance adaptability, efficiency, and overall performance. This abstract explores the key contributions and advantages of incorporating cognitive computing in CPS. Cognitive computing, with its adaptive learning capabilities, empowers CPS to dynamically adjust and improve performance over time. Its efficient data processing abilities enable the handling of large datasets, extracting valuable insights for real time decision making. Context awareness, heightened by cognitive computing, ensures precise responses to diverse situations, considering user behavior, environmental conditions, and system states. Predictive analytics, facilitated by cognitive computing models, allows CPS to anticipate future events and trends, optimizing resource allocation and bolstering system reliability. The achievement of autonomous operation, driven by cognitive decision making, reduces dependence on continuous human intervention, enabling swift responses to dynamic changes. Natural Language Processing NLP enhances human machine interaction, making CPS more accessible and user friendly. Cognitive computing also contributes to anomaly detection and security, ensuring early identification and mitigation of potential threats, thereby enhancing overall system resilience. Resource optimization, continuous learning, and human centric design underscore the adaptability, sustainability, and user centric focus of CPS enhanced by cognitive computing. In various applications, from healthcare and manufacturing to smart environments and robotics, cognitive computing plays a pivotal role in efficient decision support and improved user experiences. This abstract concludes that the integration of cognitive computing in CPS signifies a paradigm shift towards more intelligent, responsive, and user centric technologies. As research and development continue to advance, the potential for transformative impacts on industries, economies, and societies remains substantial. The synergy of cognitive computing and CPS holds promise for innovation, optimization, and sustainable development in the era of interconnected systems. Manish Verma "Cognitive Computing in Cyber-Physical Systems: Transformative Integration for Enhanced Capabilities" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-8 | Issue-1 , February 2024, URL: https://www.ijtsrd.com/papers/ijtsrd61329.pdf Paper Url: https://www.ijtsrd.com/computer-science/artificial-intelligence/61329/cognitive-computing-in-cyberphysical-systems-transformative-integration-for-enhanced-capabilities/manish-verma
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Last modified: 2024-03-12 21:20:44