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Expandable deep learning for real-time economic generation dispatch and control of three-state energies based future smart grids

, 2020
This paper proposes a three-state energy model, which contains three states, i.e., generator, power load and closed states. Besides, this paper proposes an expandable deep learning for the real-time economic generation dispatch and control of three-state
Linfei Yin, Qi Gao, Lulin Zhao, Tao Wang
semanticscholar   +1 more source

Optimal Dispatch of Power System with Stochastic Wind Generation

Applied Mechanics and Materials, 2010
Large-scale wind power incorporated into power grid brings new challenges to optimal dispatch of power system. Especially, wind power at different locations may has a significant degree of correlation. A copula function was used to characterize the Joint Probability Distribution (JPD) of wind power from multiple wind farms considering their correlation.
Shuang Wang   +3 more
openaire   +1 more source

Mitigating the Impact of Photovoltaic Power Ramps on Intraday Economic Dispatch Using Reinforcement Forecasting

IEEE Transactions on Sustainable Energy
The rapid growth of large-scale photovoltaic (PV) power generation has received considerable attention, where a major challenge is that PV power ramp events can adversely affect the operations of integrated power systems.
Lilin Cheng   +5 more
semanticscholar   +1 more source

Multiple-interval power system dispatch considering probabilistic wind generation

2009 IEEE Power & Energy Society General Meeting, 2009
This paper presents a dispatch method considering the power output variations of wind turbines in power systems. Both analytic method and Monte Carlo simulation have been used to calculate the probability of real power outputs of wind turbines. For the reactive power, asynchronous wind turbine model is used to describe the relationship between the ...
Kang, C, Zhong, J, Liu, X
openaire   +2 more sources

Reserve constrained dynamic economic dispatch in multi-area power systems: An improved fireworks algorithm

, 2021
The multi-area economic dispatch (MAED) plays a major role in an interconnected power system to determine the generation dispatch strategy and satisfy the load demands as well as the technical constraints. Tie-line capacity between different areas, upper/
Mohsen Zare   +4 more
semanticscholar   +1 more source

Dispatchable solar photovoltaic power generation planning for distribution systems

2017 IEEE International Conference on Industrial and Information Systems (ICIIS), 2017
The paper presents two multi-year optimization frameworks for solar photovoltaic power generation planning and management to make it dispatchable while maximizing the net present value of the investment: 1) simultaneous optimal planning of battery energy storage with solar photovoltaics, 2) aggregated capacity planning of solar photovoltaic with ...
Nand K. Meena   +3 more
openaire   +1 more source

Power dispatching sheet generation system based Multi-Agent

2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, 2010
The electric power system operation sheet is an effective security measures to prevent misuse in China's electric power system operation and management. This paper designed a fully functional Automation Dispatching Operation System of Power Network, in which Multi-Agent System(MAS) theory is applied.
openaire   +1 more source

Distributed dynamic economic dispatch of power generators with storage

2015 54th IEEE Conference on Decision and Control (CDC), 2015
This paper considers the dynamic economic dispatch problem for a group of generators with storage that communicate over a weight-balanced strongly connected digraph. The objective of the generators is to collectively meet a certain load profile, specified over a finite time horizon, while minimizing the aggregate cost. At each time slot, each generator
Ashish Cherukuri, Jorge Cortes
openaire   +1 more source

Guaranteed stability in optimal power generation dispatching under uncertainty

IEEE Transactions on Power Systems, 2013
Stability and cost optimality of power generation and supply systems must not be considered independently from one another. Simple examples show that optimizing cost without considering stability may result in modes of operation that, while economically optimal, are unstable.
Grote, Wolfgang   +2 more
openaire   +2 more sources

A Generation System of Intelligent Power Dispatching Operation Sheet

Applied Mechanics and Materials, 2015
This project uses modern control technology to reflect the actual work situation, the MAS model is constructed, the intelligence of power dispatching operation system (PDOS) is improved. By using this system, the security of the power net is enhanced, and the working stress of the staff is lightened.
openaire   +1 more source

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