What’s it? The ever-intensifying threat of climate change renders the electric power system undergoing a profound transition toward net-zero emissions. Energy efficiency measures, such as demand r...
An Optimal Solutions-guided Deep Reinforcement Learning Approach for Online Energy Storage Control
What’s it? As renewable energy becomes more prevalent in the power grid, energy storage systems (ESSs) are playing an ever-increasingly crucial role in mitigating short-term supply–demand imbalanc...
Planning Charging Stations for 2050 to Support Flexible Electric Vehicle Demand Considering Individual Mobility Patterns
What’s it? With the widespread adoption of electric vehicles (EVs), it is crucial to plan for charging in a way that considers both EV driver behavior and the electricity grid’s demand. Here, we i...
Electric Vehicles Embedded Virtual Power Plants Dispatch Mechanism Design Considering Charging Efficiencies.
What’s it? The increasingly popular electric vehicles (EVs) are changing the control paradigm of the power grid due to their uncoordinated charging behaviors. However, if well coordinated, smart h...
Deadline Differentiated Dynamic EV Charging Price Menu Design
What’s it? The increasing number of electric vehicles (EVs) on the road brings both opportunities and challenges to the power system. For the EV charging stations (EVCSs), it is often difficult to ...
Appliance Level Utility Function Modeling
Background Electrical generation and transmission systems are generally sized to correspond to peak demand. To reduce peak demand or avoid system emergencies, we have two choices: Add g...
Learning-Aided Framework for Storage Control Facing Renewable Energy
What’s it? The Internet of Things (IoT) enables reliable and fast data collection and transmission, providing key infrastructure for power generation, distribution, and control in the smart grid. T...
Efficiency or Fairness? Carpooling Design for Online Ride-hailing Platform in Transport Hubs at Midnight
What’s it? The online ride-hailing platform has revolutionized urban transport. However, there is much room for improvement. We consider meeting the demand for an online ride-hailing at transport ...
Mobility Data-driven Complete Dispatch Framework for the Ride-hailing Platform
What’s it? Global urbanization has enabled worldwide economic growth over the past decade. Such legend yields a dramatically increasing population for major metropolises, which heavily burdens the ...
On the Double Auction Mechanism Design for Electricity Market
What’s it? The electricity market, due to its complex under-lying physical constraints, suffers from market manipulation. Most existing markets employ the double auction to organize the markets: t...