activity
20202023
most citedAnalyzing the Travel and Charging Behavior of Electric Vehicles -- A Data-driven Approach

8 citations · 12 across the 6 of their papers we have counts for

collaborators

6 papers

math.OC2023

Intermediate Service Facility Planning in a Stochastic and Competitive Market: Incorporating Agent-infrastructure Interactions over Networks

Sina Baghali, Julio Deride, Yueyue Fan +1

This paper presents a network-based multi-agent optimization model for the strategic planning of service facilities in a stochastic and competitive market. We focus on the type of…

eess.SY2022

Investigating the Spatiotemporal Charging Demand and Travel Behavior of Electric Vehicles Using GPS Data: A Machine Learning Approach

Sina Baghali, Zhaomiao Guo, Samiul Hasan

The increasing market penetration of electric vehicles (EVs) may change the travel behavior of drivers and pose a significant electricity demand on the power system. Since the elec…

cs.LG2021★ 8 cited

Analyzing the Travel and Charging Behavior of Electric Vehicles -- A Data-driven Approach

Sina Baghali, Samiul Hasan, Zhaomiao Guo

The increasing market penetration of electric vehicles (EVs) may pose significant electricity demand on power systems. This electricity demand is affected by the inherent uncertain…

eess.SY2021★ 3 cited

Impacts of Privately Owned Electric Vehicles on Distribution System Resilience: A Multi-agent Optimization Approach

Sina Baghali, Zhaomiao Guo

We investigate the effects of private electric vehicles (EVs) on the resilience of distribution systems after disruptions. We propose a framework of network-based multi-agent optim…

math.OC2021★ 1 cited

A Stochastic Multi-Agent Optimization Framework for Interdependent Transportation and Power System Analyses

Zhaomiao Guo, Fatima Afifah, Junjian Qi +1

We study the interdependence between transportation and power systems considering decentralized renewable generators and electric vehicles (EVs). We formulate the problem in a stoc…

eess.SY2020

Multi-Objective Approach for Optimal Size and Location of DGs in Distribution Systems

Seyed Mohammad Sajjadi Kalajahi, Sina Baghali, Tohid Khalili +2

In the recent years, due to the economic and environmental requirements, the use of distributed generations (DGs) has increased. If DGs have the optimal size and are located at the…