66 citations · 209 across the 15 of their papers we have counts for
15 papers
Automated deep reinforcement learning for real-time scheduling strategy of multi-energy system integrated with post-carbon and direct-air carbon captured system
Tobi Michael Alabi, Nathan P. Lawrence, Lin Lu +2
The carbon-capturing process with the aid of CO2 removal technology (CDRT) has been recognised as an alternative and a prominent approach to deep decarbonisation. However, the main…
Joint Routing and Charging Problem of Electric Vehicles with Incentive-aware Customers Considering Spatio-temporal Charging Prices
Canqi Yao, Shibo Chen, Mauro Salazar +1
This paper investigates the scheduling problem of a fleet of electric vehicles, providing mobility as a service to a set of time-specified customers, where the operator needs to so…
Incentive-aware Electric Vehicle Routing Problem: a Bi-level Model and a Joint Solution Algorithm
Canqi Yao, Shibo Chen, Mauro Salazar +1
Fixed pickup and delivery times can strongly limit the performance of freight transportation. Against this backdrop, fleet operators can use compensation mechanisms such as monetar…
Cooperative Operation of the Fleet Operator and Incentive-aware Customers in an On-demand Delivery System: A Bi-level Approach
Canqi Yao, Shibo Chen, Zaiyue Yang
In this paper, we study the cooperative operation problem between the fleet operator and incentive-aware customers in an on-demand delivery system. Specifically, the fleet operator…
Evacuation Problem Under the Nuclear Leakage Accident
Canqi Yao, Shibo Chen, Zaiyue Yang
To handle the detrimental effects brought by leakage of radioactive gases at nuclear power station, we propose a bus based evacuation optimization problem. The proposed model incor…
Joint Routing and Charging Problem of Multiple Electric Vehicles: A Fast Optimization Algorithm
Canqi Yao, Shibo Chen, Zaiyue Yang
Logistics has gained great attentions with the prosperous development of commerce, which is often seen as the classic optimal vehicle routing problem. Meanwhile, electric vehicle (…
Optimal Estimator Design and Properties Analysis for Interconnected Systems with Asymmetric Information Structure
Yan Wang, Junlin Xiong, Zaiyue Yang +1
This paper studies the optimal state estimation problem for interconnected systems. Each subsystem can obtain its own measurement in real time, while, the measurements transmitted…
Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation
Jun Sun, Gang Wang, Georgios B. Giannakis +2
Motivated by the emerging use of multi-agent reinforcement learning (MARL) in engineering applications such as networked robotics, swarming drones, and sensor networks, we investig…
Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients
Jun Sun, Tianyi Chen, Georgios B. Giannakis +1
The present paper develops a novel aggregated gradient approach for distributed machine learning that adaptively compresses the gradient communication. The key idea is to first qua…
Robust Localization Using Range Measurements with Unknown and Bounded Errors
Xiufang Shi, Guoqiang Mao, Brian. D. O. Anderson +2
Cooperative geolocation has attracted significant research interests in recent years. A large number of localization algorithms rely on the availability of statistical knowledge of…
Scheduling of EV Battery Swapping, II: Distributed Solutions
Pengcheng You, Steven H. Low, Liang Zhang +4
In Part I of this paper we formulate an optimal scheduling problem for battery swapping that assigns to each electric vehicle (EV) a best station to swap its depleted battery based…
Scheduling of EV Battery Swapping, I: Centralized Solution
Pengcheng You, Steven H. Low, Wayes Tushar +4
We formulate an optimal scheduling problem for battery swapping that assigns to each electric vehicle (EV) a best station to swap its depleted battery based on its current location…
Smart Grid Testbed for Demand Focused Energy Management in End User Environments
Wayes Tushar, Chau Yuen, Bo Chai +4
Successful deployment of smart grids necessitates experimental validities of their state-of-the-art designs in two-way communications, real-time demand response and monitoring of c…
Energy Storage Sharing in Smart Grid: A Modified Auction Based Approach
Wayes Tushar, Bo Chai, Chau Yuen +4
This paper studies the solution of joint energy storage (ES) ownership sharing between multiple shared facility controllers (SFCs) and those dwelling in a residential community. Th…
Three-Party Energy Management With Distributed Energy Resources in Smart Grid
Wayes Tushar, Bo Chai, Chau Yuen +4
In this paper, the benefits of distributed energy resources (DERs) are considered in an energy management scheme for a smart community consisting of a large number of residential u…