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20172025
most citedEnergy Management Based on Multi-Agent Deep Reinforcement Learning for A Multi-Energy Industrial Park

92 citations · 199 across the 30 of their papers we have counts for

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6 papers · 1 filter

math.OC2024

On the Equilibrium of a Class of Leader-Follower Games with Decision-Dependent Chance Constraints

Jingxiang Wang, Zhaojian Wang, Bo Yang +2

In this paper, we study the existence of equilibrium in a single-leader-multiple-follower game with decision-dependent chance constraints (DDCCs), where decision-dependent uncertai…

math.OC2022

Online Optimization in Power Systems with High Penetration of Renewable Generation: Advances and Prospects

Zhaojian Wang, Wei Wei, John Zhen Fu Pang +4

Traditionally, offline optimization of power systems is acceptable due to the largely predictable loads and reliable generation. The increasing penetration of fluctuating renewable…

math.OC2022

Distributed Online Generalized Nash Equilibrium Tracking for Prosumer Energy Trading Games

Yongkai Xie, Zhaojian Wang, John Z. F. Pang +2

With the proliferation of distributed generations, traditional passive consumers in distribution networks are evolving into "prosumers", which can both produce and consume energy.…

math.OC2021★ 1 cited

Convergence Analysis of Dual Decomposition Algorithm in Distributed Optimization: Asynchrony and Inexactness

Yifan Su, Zhaojian Wang, Ming Cao +2

Dual decomposition is widely utilized in distributed optimization of multi-agent systems. In practice, the dual decomposition algorithm is desired to admit an asynchronous implemen…

math.OC2020★ 1 cited

Exponential Stability of Partial Primal-Dual Gradient Dynamics with Nonsmooth Objective Functions

Zhaojian Wang, Wei Wei, Changhong Zhao +3

In this paper, we investigate the continuous time partial primal-dual gradient dynamics (P-PDGD) for solving convex optimization problems with the form $ \min\limits_{x\in X,y\inΩ}…

math.OC2017★ 2 cited

Optimal Power Flow in Stand-alone DC Microgrids

Jia Li, Feng Liu, Zhaojian Wang +2

Direct-current microgrids (DC-MGs) can operate in either grid-connected or stand-alone mode. In particular, stand-alone DC-MG has many distinct applications. However, the optimal p…