Survey on data-driven control and its application in cyber-physical energy systems
Available online 30 September 2025
Data-driven control has rapidly matured into a powerful complement to classical model-based paradigms. Among the most successful approaches are nonparametric, trajectory-centric methods built on Willems...
Multi-objective optimization for energy blockchain cloud storage: Achieving efficiency and security synergy
Available online 30 September 2025
With the rapid development of cyber-physical energy systems (CPES), enormous amounts of data are being generated and exchanged at edge nodes, placing stringent demands on data traceability, integrity,...
Regularity analysis of time series data: A new insight to mining value of power consumption profiles
Available online 26 September 2025
Analyzing the regularity of power consumption data is critical for uncovering latent structure with practical value. The higher the regularity in power consumption data, the greater its analytical value....
Coordinated power control of virtual power plant for frequency regulation considering cyber-physical uncertainties
Available online 25 September 2025
Driven by advanced Internet technologies, virtual power plants (VPPs) demonstrate significant potential for providing frequency regulation services to power systems by aggregating heterogeneous demand...
Game theory-based vulnerability analysis of cyber-physical power systems under interdependent network attacks
Available online 25 September 2025
Cyber-physical power systems (CPPSs) have gained widespread adoption worldwide, driven by the growing need for enhanced power system security. The convergence of digital technologies with traditional...
Electric-vehicle aggregators as cyber-physical energy systems: Optimal operation strategy for frequency regulation and energy arbitrage
Available online 1 September 2025
Electric-vehicle aggregators are distributed storage systems that require coordination and control. Therefore, they are cyber-physical energy systems of practical relevance to the power industry as...