Finite frequency fault detection method based on event triggering strategy
A fault detection and event-triggered technology, applied in neural learning methods, photovoltaic system monitoring, electrical components, etc., can solve problems such as high network bandwidth occupancy, difficulty in industrial systems, and waste of network resources.
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[0065] In order to make the purpose, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the implementation methods and accompanying drawings.
[0066] figure 1 It is a flow chart of the fault detection method of the present invention, as figure 1 As shown, the present invention discloses a limited-frequency fault detection method based on an event-triggered strategy, and specifically includes the following steps:
[0067] Step 1: Using the collected generation current, loop current, power and other information, considering the nonlinear characteristics of the distributed photovoltaic power generation system and the existing mutation problems, construct a Markov neural network system, including the state equation and measurement equation of the system, Specifically expressed as:
[0068] x(k+1)=A σ(k) x(k)+B 1σ(k) g(x(k))+B 2σ(k) g(x(k-τ k ))+B ωσ(k) ω(k)+B′ σ(k) f(k)
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