With the evolution of smart distribution grids, the predictive maintenance of heavy assets is shifting from calendar-based population management to data-driven individualized management. Focusing on the core primary asset in distribution grids—switchgear—this paper proposes a dynamic retirement and precise life-extension framework based on Remaining Useful Life (RUL) auditing
This paper aims to address the “Population Fallacy” dilemma in the maintenance of underground cables in smart distribution networks. Conventional O&M strategies rely excessively on uniform alarm thresholds and static depreciation models based purely on calendar time (e.g., MTBF)…
As Generative Artificial Intelligence deepens its application in the Industrial Internet of Things (IIoT) and power system operations…
The current offshore wind asset management paradigm is plagued by the “Population Fallacy”, heavily relying on unified alarm thresholds and periodic maintenance strategies. …
With the continuous expansion of offshore wind farm installed capacity, ensuring the reliable operation of critical electrical assets has become a primary challenge. Targeting the ”5-Level 7-Node” multi-terminal harmonic characteristics of offshore wind systems…
