US 11,376,981 B2 · Systems and methods for adaptive EV charging

Abstract

Systems and methods in accordance with embodiments of the invention impalement adaptive electric vehicle (EV) charging. One embodiment includes one or more electric vehicle supply equipment (EVSE); an adaptive EV charging platform, including a processor; a memory containing: an adaptive EV charging application; a plurality of EV charging parameters. In addition, the processor is configured by the adaptive EV charging application to: collect the plurality of EV charging parameters from one or more EVSEs, simulate EV charging control routines and push out updated EV charging control routines to the one or more EVSEs. Additionally, the adaptive EV charging platform is configured to control charging of EVs based upon the plurality of EV charging parameters collected from at least one EVSE.

Claims16

Dependent claims

An adaptive electric vehicle charging system, comprising:

one or more electric vehicle supply equipment (EVSE);
an adaptive electric vehicle (EV) charging platform, comprising:
a processor;
and
a memory containing an adaptive EV charging application executable by the processor to:
collect a plurality of EV charging parameters from the one or more EVSE,
simulate EV charging control routines, and
push out updated EV charging control routines to the one or more EVSE,
wherein the adaptive EV charging platform is configured to control charging of EVs based upon the plurality of EV charging parameters collected from at least one EVSE, and
wherein the EV charging parameters include an underlying distribution of EV arrival time, session duration, and energy delivered using Gaussian mixture models (GMMs).

7 more elements

Dependencies are inferred from the claim text.

Systems and methods for adaptive EV charging

Life of this patent

Systems and methods for adaptive EV charging

Life of this patent

Abstract

Claims16