Reinforcement learning for the optimization of electric vehicle virtual power plants

Deep learning for Koopman Operator Optimal Control

(2021) Mostafa Al-Gabalawy   ISA TRANSACTIONS

A Hybrid MPC for Constrained Deep Reinforcement Learning applied for Planar Robotic Arm

(2021) Mostafa Al-Gabalawy   ISA TRANSACTIONS

Optimal peak shifting of a domestic load connected to utility grid using storage battery based on deep Q‐learning network

(2020) Mostafa Al‐Gablawy   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Mobility-Aware Vehicle-to-Grid Control Algorithm in Microgrids

(2018) Haneul Ko et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Electric Vehicle Virtual Power Plant Dilemma: Grid Balancing Versus Customer Mobility

(2018) Micha T. Kahlen et al.   PRODUCTION AND OPERATIONS MANAGEMENT

Managing electricity price modeling risk via ensemble forecasting: The case of Turkey

(2018) Ezgi Avci et al.   ENERGY POLICY

Reinforcement learning for demand response: A review of algorithms and modeling techniques

(2018) José R. Vázquez-Canteli et al.   APPLIED ENERGY

The Role of Continuous Intraday Electricity Markets: The Integration of Large-Share Wind Power Generation in Denmark

(2017) Fatih Karanfil et al.   ENERGY JOURNAL

Evaluating a business model for vehicle-grid integration: Evidence from Germany

(2017) Tobias Brandt et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

A Multiagent Competitive Gaming Platform to Address Societal Challenges

(2016) Wolfgang Ketter et al.   MIS QUARTERLY

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

In free float: Developing Business Analytics support for carsharing providers

(2016) Sebastian Wagner et al.   OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE

The electricity balancing market: Exploring the design challenge

(2016) Reinier A.C. van der Veen et al.   Utilities Policy

Optimal Bidding Strategy of Battery Storage in Power Markets Considering Performance-Based Regulation and Battery Cycle Life

(2016) Guannan He et al.   IEEE Transactions on Smart Grid

Estimating the benefits of electric vehicle smart charging at non-residential locations: A data-driven approach

(2015) Emre C. Kara et al.   APPLIED ENERGY

Free-floating electric carsharing-fleets in smart cities: The dawning of a post-private car era in urban environments?

(2015) Jörg Firnkorn et al.   ENVIRONMENTAL SCIENCE & POLICY

Optimal Bidding Strategy of a Plug-In Electric Vehicle Aggregator in Day-Ahead Electricity Markets Under Uncertainty

(2015) Marina Gonzalez Vaya et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Reinforcement Learning of Heuristic EV Fleet Charging in a Day-Ahead Electricity Market

(2015) Stijn Vandael et al.   IEEE Transactions on Smart Grid

Offering model for a virtual power plant based on stochastic programming

(2013) Hrvoje Pandžić et al.   APPLIED ENERGY

A reinforcement learning approach to autonomous decision-making in smart electricity markets

(2013) Markus Peters et al.   MACHINE LEARNING

Sustainable mobility: A vision of our transport future

(2013) Lawrence D. Burns   NATURE

OR Forum—Modeling the Impacts of Electricity Tariffs on Plug-In Hybrid Electric Vehicle Charging, Costs, and Emissions

(2012) Ramteen Sioshansi   OPERATIONS RESEARCH

Electric vehicles in imperfect electricity markets: The case of Germany

(2011) Wolf-Peter Schill   ENERGY POLICY

Bidding Strategy of Virtual Power Plant for Participating in Energy and Spinning Reserve Markets—Part II: Numerical Analysis

(2010) Elaheh Mashhour et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Bidding Strategy of Virtual Power Plant for Participating in Energy and Spinning Reserve Markets—Part I: Problem Formulation

(2010) Elaheh Mashhour et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Integration of Electric Vehicles in the Electric Power System

(2010) J A P Lopes et al.   PROCEEDINGS OF THE IEEE

The economics of using plug-in hybrid electric vehicle battery packs for grid storage

(2009) Scott B. Peterson et al.   JOURNAL OF POWER SOURCES