Forecasting of EV Arrivals at Battery Swapping Station using GA-BPNN

Raj, Neha; Suri, Manikanta; Sireesha, K.

doi:10.1109/gcat52182.2021.9587498

Cited by 3 publications

(1 citation statement)

References 28 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Demand for electrical energy and its impact on the grid are two crucial factors that must be taken into consideration. The primary issue is related to demand uncertainty and variability that depends on numerous factors such as traffic flows, routes, and hours [27,28]. This problem is directly linked to energy consumption: if the demand is high the station will need to resort to purchasing energy in the volatile real-time market, in addition, it might need to offer discounts for non-fully charged batteries or it might be unable to guarantee the service.…”

Section: Traditional Charging and Battery Swap Stationsmentioning

confidence: 99%

Electrifying Urban Transportation: A Comparative Study of Battery Swap Stations and Charging Infrastructure for Taxis in Chicago

Borgosano,

Martini,

Longo

et al. 2024

IEEE Access

View full text Add to dashboard Cite

In recent years, the Electric Vehicles (EVs) industry has experienced rapid growth, driven by advancements in battery technology, environmental awareness, and government incentives. However, traditional charging infrastructure's limited availability and long charging times pose significant challenges, especially for long-distance travel and public service vehicles like taxis, buses, and law enforcement vehicles. This work explores the innovative concept of Battery Swap Stations (BSSs), an emerging technology poised to transform the EV charging landscape. It specifically focuses on electric taxis operating in Chicago's urban environment, highlighting the substantial benefits this technology can offer. BSSs demonstrated to dramatically reduce charging times, improving taxi service efficiency and increasing revenue potential. Instead, conductive charging impacts the working time of taxis across all case studies (as observed in the Level 2 charger scenario) While BSS technology has its drawbacks, such as optimal location challenges and battery management complexities, it has the potential to significantly enhance service quality. Additionally, these stations hold the promise of not only increasing urban transportation system efficiency but also contributing to their sustainability.

show abstract

Section: Traditional Charging and Battery Swap Stationsmentioning

confidence: 99%