Charging-pile service companies have been bringing a series of measures into force, with the aim to guarantee the effectiveness of charging piles. For example, when the customers encounter problems, they offer a service hotline and WeChat (Hao et al. 1087) mini program to publish emergency work orders.
Therefore, it is crucial to maintain the effectiveness of charging piles (Zhang et al. 2022; Wei et al. 2021). Charging-pile service companies have been bringing a series of measures into force, with the aim to guarantee the effectiveness of charging piles.
This is valuable for the development of preventive maintenance strategies for repairable systems under early real-time monitoring data. With the application of the Internet of Things (IoT), smart charging piles, which are important facilities for new energy electric vehicles (NEVs), have become an important part of the smart grid.
Abstract: With the application of the Internet of Things (IoT), smart charging piles, which are important facilities for new energy electric vehicles (NEVs), have become an important part of the smart grid.
With the increasing number of EVs, many distributed charging piles are among the essential infrastructures (Chen et al. 2020). Generally, a large number of charging piles locate in the wild with uncontrollable environmental factors, causing frequent charging-pile faults.
CS-LR is first used to classify the fault data of smart charging piles, then the CS-SVM is adopted to predict the faults based on the classified data. The feasibility of the proposed model is illustrated through the case study on fault prediction of real-world smart charging piles.
Optimized operation strategy for energy storage charging piles …
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With the construction of the new power system, a large number of new elements such as distributed photovoltaic, energy storage, and charging piles are continuously connected to the distribution network. How to achieve the effective consumption of distributed power, reasonably control the charging and discharging power of charging piles, and achieve the smooth …
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