A method, system, device and storage medium for identifying power limitation of a fan
A technology for wind turbines and power rationing, applied in information technology support systems, data processing applications, instruments, etc., can solve problems such as the inability to estimate the actual power generation of the wind farm, the omission of identification at the time of power rationing, and the lack of fan operation control data, etc., to achieve accurate Recognition of limited electric fans, reduction of forecast errors, and the effect of good data support
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Embodiment 1
[0065] like figure 1 As shown, the present invention provides a method for identifying a power outage of a fan based on operating data and control data, which includes the following steps:
[0066] 1) Data acquisition: acquire the wind farm operation data and grid-side control data that are counted at a specific frequency within a certain period of time. Among them, the wind farm operation data includes the average wind speed and average active power where i is the number of the wind turbine, and i=1,...,N, where N is the total number of wind turbines in the wind farm; the grid-side control data includes the planned active power P 全场计划 and the actual received active power P 全场接收 .
[0067] 2) Data preprocessing: The obtained wind farm operation data and grid-side control data are sorted, cleaned and preliminarily screened to obtain wind farm operation data and grid-side control data under normal operating conditions.
[0068] Among them, when preliminarily screening the...
Embodiment 2
[0135] The above-mentioned Embodiment 1 provides a method for identifying a power outage of a fan based on operation data and control data. Correspondingly, this embodiment provides a system for identifying a power outage of a fan based on operation data and control data. The identification system provided in this embodiment can implement the method for identifying the power outage of a fan based on operation data and control data of Embodiment 1, and the identification system can be implemented by software, hardware, or a combination of software and hardware. For example, the identification system may include integrated or separate functional modules or functional units to perform corresponding steps in each method of Embodiment 1. Since the identification system of this embodiment is basically similar to the method embodiment, the description process of this embodiment is relatively simple, and the relevant parts may refer to the partial description of Embodiment 1, and the e...
Embodiment 3
[0143] This embodiment provides a processing device corresponding to the method for identifying a power outage of a fan provided in Embodiment 1. The processing device may be a processing device used for a client, such as a mobile phone, a notebook computer, a tablet computer, a desktop computer, etc. The identification method of Embodiment 1 is performed.
[0144] The processing device includes a processor, a memory, a communication interface and a bus, and the processor, the memory and the communication interface are connected through the bus to complete mutual communication. A computer program that can be run on the processor is stored in the memory, and when the processor runs the computer program, the method for identifying a power outage of a fan provided in Embodiment 1 is executed.
[0145] In some implementations, the memory may be a high-speed random access memory (RAM: Random Access Memory), and may also include a non-volatile memory (non-volatile memory), such as a...
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