Imperial College London

DrYujianYe

Faculty of EngineeringDepartment of Electrical and Electronic Engineering

Research Associate
 
 
 
//

Contact

 

yujian.ye11

 
 
//

Location

 

Electrical EngineeringSouth Kensington Campus

//

Summary

 

Summary

I am currently a Research Associate in the Power and Control research group in the Department of Electrical and Electronic Engineering at Imperial College London, U.K.

My research interests include demand side and energy storage participation in electricity markets, smart pricing mechanisms, and the development and application of market-based approaches for the coordination of operation and planning decisions in power systems, employing game theoretic, agent-based modelling and deep learning approaches.

I have over 7 years of experiences in game theoretic modelling, agent-based modelling, and deep learning algorithms.

Publications

Journals

Sun M, Wang Y, Teng F, et al., 2019, Clustering-based residential baseline estimation: a probabilistic perspective, Ieee Transactions on Smart Grid, Vol:10, ISSN:1949-3061, Pages:6014-6028

Ye Y, Qiu D, Li J, et al., Multi-period and Multi-spatial Equilibrium Analysis in Imperfect Electricity Markets: A Novel Multi-Agent Deep Reinforcement Learning Approach, Ieee Access, ISSN:2169-3536

Ye Y, Qiu D, Sun M, et al., Deep Reinforcement Learning for Strategic Bidding in Electricity Markets, Ieee Transactions on Smart Grid, ISSN:1949-3061

Conference

Li J, Ye Y, Papadaskalopoulos D, et al., 2019, Consensus-Based Coordination of Time-Shiftable Flexible Demand, 2019 International Conference on Smart Energy Systems and Technologies (SEST), IEEE

Ye Y, Qiu D, Papadaskalopoulos D, et al., 2019, A Deep Q Network Approach for Optimizing Offering Strategies in Electricity Markets, 2019 International Conference on Smart Energy Systems and Technologies (SEST), IEEE

More Publications