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Stability Analysis of Electricity Markets Using TSK Fuzzy Modeling

机译:基于TSK模糊模型的电力市场稳定性分析

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This paper discusses the stability properties of electricity markets and their implications for the deregulated market environment. We formulate a Takagi–Sugeno–Kang (TSK) fuzzy model for electricity markets to account for their uncertainty and nonlinearity and obtain realistic stability results. The paper provides sufficient conditions for the stability and instability of electricity markets. All the proposed stability and instability conditions can be tested using linear matrix inequalities. Simulation results demonstrate the application of the stability and instability tests to electric power market under different market conditions. The tests also demonstrate the importance of the including nonlinearities and uncertainty in the electricity market when investigating its stability.
机译:本文讨论了电力市场的稳定性及其对放松管制的市场环境的影响。我们针对电力市场制定了Takagi–Sugeno–Kang(TSK)模糊模型,以考虑其不确定性和非线性,并获得现实的稳定性结果。本文为电力市场的稳定和不稳定提供了充分的条件。可以使用线性矩阵不等式来测试所有建议的稳定性和不稳定性条件。仿真结果证明了稳定性和不稳定性测试在不同市场条件下对电力市场的应用。这些测试还证明了在调查电力市场稳定性时,包括非线性和不确定性的重要性。

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