A stochastic approximation method for price-based assignment of autonomous EVs to Charging Stations

TL;DR

This paper introduces a stochastic approximation approach using dual decomposition to optimize charging station prices, aiming to minimize social costs and satisfy electric vehicle constraints.

Contribution

It presents a novel stochastic estimation method for pricing EV charging stations based on dual decomposition techniques.

Findings

Effective price estimation reduces social costs

Method satisfies EV constraints in expectation

Demonstrates convergence of the stochastic approximation

Abstract

This paper proposes a method for the stochastic estimation of Charging Stations prices based on dual decomposition. Prices are determined so as to minimize the social cost of the EVs while satisfying their constraints in expectation