Synapse
⌘+K
Synapse
PulseExploreClubsResearchersJournals
Instagram
HomeClubsExplore
April 22, 2026EnergiesOpen Access

ANN-MILP Hybrid Techniques for the Integration Challenge, Power Management of the EV Charging Station with Solar-Based Grid System, and BESS

View Full Paper
Ask AI
Bookmark
Share

Authors

KBKM Puja BhartiJamia Millia IslamiaHAHaroon AshfaqJamia Millia IslamiaRKRajeev Kumar

Discussion

Loading...

Member takes

Implication

Innovative management techniques improve energy flow and sustainability in EV charging stations powered by solar systems.

Key Points

  • To develop an innovative power management system integrating a solar PV system and battery energy storage for EV charging stations.
  • Implemented an ANN to estimate PV voltage and forecast datasets.
  • Applied MILP to optimize power flows among solar PV, charging demands, BESS, and grid.
  • Utilized 500 datasets related to PV voltage, solar irradiance, and air temperature for training.
  • Demonstrated improved power generation and reduced grid dependency for EV charging.
  • Achieved maximum utilization of solar energy resources in EV charging scenarios.
  • Verified that coordinated power flows align with EV user priorities.

Cite This Study

Bharti et al. (2026) studied this question.

synapsesocial.com/papers/69e866616e0dea528ddead71https://doi.org/10.3390/en19081988
View Full Paper
Ask AI
Bookmark
Share