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eess.SY2024
Smart energy management: process structure-based hybrid neural networks for optimal scheduling and economic predictive control in integrated systems
Long Wu, Xunyuan Yin, Lei Pan +1
Integrated energy systems (IESs) are complex systems consisting of diverse operating units spanning multiple domains. To address its operational challenges, we propose a physics-in…
eess.SY2023
Distributed economic predictive control of integrated energy systems for enhanced synergy and grid response: A decomposition and cooperation strategy
Long Wu, Xunyuan Yin, Lei Pan +1
The close integration of increasing operating units into an integrated energy system (IES) results in complex interconnections between these units. The strong dynamic interactions…
eess.SY2022
Economic model predictive control of integrated energy systems: A multi-time-scale framework
Long Wu, Xunyuan Yin, Lei Pan +1
In this work, a composite economic model predictive control (CEMPC) is proposed for the optimal operation of a stand-alone integrated energy system (IES). Time-scale multiplicity e…