Economic Dispatch of Microgrid Generation-Load-Storage Based
4 天之前· Economic Dispatch of Microgrid Generation-Load-Storage Based on Dynamic bi-level Game of Multiple Stakeholders. investigating the collaborative optimization of microgrid, the
Adaptive robust optimal dispatch of microgrid based
This paper proposes a microgrid adaptive robust optimal dispatch model with different robust adjustment parameters. The robust equivalent characterization method is used to convert uncertain parameters
Prediction-Free Coordinated Dispatch of Microgrid: A Data
Microgrid, online optimization, energy storage, coordinated dispatch, data-driven method. I Introduction Microgrid (MG) will be an essential part of the future power grid, as it enables the
Configuration-dispatch dual-layer optimization of
This article is part of the Research Topic Advanced Data-Driven Methods and Applications for Smart Power and Energy Systems View all 31 articles. Configuration-dispatch dual-layer optimization of multi-microgrid–integrated
Multi-Objective Interval Optimization Dispatch of Microgrid via
This paper presents an improved deep reinforcement learning (DRL) algorithm for solving the optimal dispatch of microgrids under uncertaintes. First, a multi-objective interval optimization
6 FAQs about [Microgrid optimization dispatch data]
What is the optimization dispatch method of microgrid?
According to the optimization method, the optimization dispatch method of microgrid can be divided into deterministic method and uncertainty method. The deterministic method takes the predicted value of renewable distributed power as an accurate known quantity and then optimizes the dispatch of the microgrid.
What is a multi-objective interval optimization dispatch model for microgrids?
First, a multi-objective interval optimization dispatch (MIOD) model for microgrids is constructed, in which the uncertain power output of wind and photovoltaic (PV) is represented by interval variables. The economic cost, network loss, and branch stability index for microgrids are also optimized.
What is optimal dispatching of a microgrid?
As a core technology of microgrid, optimal dispatching of the microgrid is an important support to deal with the uncertainty of renewable energy and load and ensure the economic and reliable operation of the microgrid [5, 6]. Regarding the optimal dispatch of microgrids, a large number of references have been studied.
How can a microgrid adaptive robust optimal dispatch model be improved?
By increasing the lower bound of the loop, the upper and lower bounds of the Benders algorithm can reach the same value faster, and the final optimization result can be obtained faster. This paper proposes a microgrid adaptive robust optimal dispatch model with different robust adjustment parameters.
How to optimize a microgrid?
The economic cost, network loss, and branch stability index for microgrids are also optimized. The interval optimization is modeled as a Markov decision process (MDP). Then, an improved DRL algorithm called triplet-critics comprehensive experience replay soft actor-critic (TCSAC) is proposed to solve it.
How to minimize the operating cost of a microgrid?
A two-stage robust optimization model is established to minimize the operating cost of the microgrid under the premise of ensuring the robustness of the microgrid. An improved Benders algorithm is proposed to solve the established optimization model.