Smart City Gnosys
Smart city article details
| Title | Towards Smarter, Interconnected Futures: The Crucial Role Of Data In Cyber-Physical Systems |
|---|---|
| ID_Doc | 58355 |
| Authors | Pannerselvam K.; Rajiakodi S. |
| Year | 2024 |
| Published | Intelligent Cyber-Physical Systems for Healthcare Solutions: From Theory to Practice |
| DOI | http://dx.doi.org/10.1007/978-981-97-8983-2_9 |
| Abstract | Cyber-physical systems (CPS) integrate computational elements with physical entities and are prevalent across diverse domains. Effective data collection, analysis, and management are important to enhancing their potential. CPS data collection involves gathering information from physical and digital sources through sensing, digitization, and communication. Sensors are responsible for sensing the properties of the physical world, circumstances, and machines. CPS converts data into digital format before transmitting it to the computational components. The data analysis in CPS employs statistical analysis, machine learning, and data mining to process collected data, identify patterns, and make predictions. It includes data cleaning, transformation, analysis, interpretation, and visualization. Data management in CPS involves storage, maintenance, security, and governance. Data is stored efficiently in databases or warehouses, undergoes regular maintenance for integrity, and is protected through encryption and access control. Governance establishes policies and procedures for data use and management. These processes enable intelligent decision-making and informed predictions, ensuring data integrity and security. Successful implementation of data collection, analysis, and management enhances the efficiency and performance of CPS, nurturing their widespread adoption. Transportation, healthcare, energy, and smart city applications can benefit from these advancements, contributing to a more intelligent, interconnected future. By addressing challenges and exploring future directions, this chapter expands the understanding and practice of data collection, analysis, and management in intelligent CPS. It serves as a valuable resource for researchers, engineers, and policymakers, promoting the integration and utilization of CPS across diverse sectors. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. |
| Author Keywords | Cyber-physical system; Data process; Distributed system; Edge AI; IoT; Sensory data |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
16916  | 0.888 | Ejazulghaffar M.; Arif M.; Jaffar M.A.; Hassan A. | Cyber Physical Systems Having Nodes/Layers With Trustworthy Data: A Review | Securing the Digital Realm: Advances in Hardware and Software Security, Communication, and Forensics (2025) |
| 17320 | 0.886 | Alwan A.A.; Ciupala M.A.; Brimicombe A.J.; Ghorashi S.A.; Baravalle A.; Falcarin P. | Data Quality Challenges In Large-Scale Cyber-Physical Systems: A Systematic Review | Information Systems, 105 (2022) |
| 2485 | 0.886 | Hitakshi; Sood V.M.; Mehta K.; Kaur G. | A Machine Learning-Based Smart Framework For Intrusion Detection In Cyber-Physical Systems | Intelligent Security Solutions for Cyber-Physical Systems (2024) |
| 16919 | 0.885 | Jiang C.; Ma Y.; Chen H.; Zheng Y.; Gao S.; Cheng S. | Cyber Physics System: A Review | Library Hi Tech, 38, 1 (2020) |
| 16917 | 0.882 | Ejazulghaffar M.; Arif M.; Jaffar A.; Hassan A. | Cyber Physical Systems Having Nodes/Layers With Trustworthy Data: A Review | Communications in Computer and Information Science, 2056 CCIS (2025) |
| 12011 | 0.879 | Hu S.; Yu B. | Big Data Analytics For Cyber-Physical Systems | Big Data Analytics for Cyber-Physical Systems (2020) |
| 16997 | 0.877 | Juma M.; Shaalan K. | Cyberphysical Systems In The Smart City: Challenges And Future Trends For Strategic Research | Swarm Intelligence for Resource Management in Internet of Things (2020) |
| 2885 | 0.871 | Naresh Kumar K.; Alexander Jeevanantham Y.; Kerur S.S.; Praveen Kumar S.; Ranjusha J.P.; Sudhakar M. | A Multidisciplinary Approach To Sustainable Smart City Development: Cyber-Physical Systems | Urban Mobility and Challenges of Intelligent Transportation Systems (2025) |
| 33265 | 0.868 | Tariq M.U. | Introduction To Cyber-Physical Systems 2.0: Evolution, Technologies, And Challenges | Cyber Physical System 2.0: Communication and Computational Technologies (2024) |
| 32666 | 0.867 | Reddy D.K.K.; Rao B.K.; Rashid T.A. | Intelligent Under Sampling Based Ensemble Techniques For Cyber-Physical Systems In Smart Cities | Intelligent Systems Reference Library, 60 (2024) |