Nuclear power production scheduling optimization method and device

By acquiring real-time data and predicting load characteristics using models, an adaptive production scheduling strategy is generated, which solves the problem of slow response in traditional nuclear power production scheduling and realizes efficient, safe and intelligent production scheduling of nuclear power plants, adapting to the rapid changes in the modern power grid environment.

CN120875340APending Publication Date: 2025-10-31HUANENG NUCLEAR ENERGY TECH RES INST CO LTD
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Patent Information

Application Number
CN202510932166.5
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-07-07
Publication Date
2025-10-31

AI Technical Summary

Technical Problem

Traditional nuclear power plant production scheduling relies on manual experience and periodic data collection, which makes it difficult to cope with rapid fluctuations in electricity demand and complex changes in internal operating conditions of nuclear power plants. This results in slow response and unstable energy supply, and the risks increase, especially in modern grid environments where the proportion of renewable energy is increasing.

Method used

By acquiring real-time nuclear power plant operation data, load prediction is performed using a pre-trained load characteristic model, adaptive production scheduling strategies are generated, and production scheduling is adjusted in real time. This includes load information generation, resource assessment, and strategy optimization. Data is screened using Pearson correlation coefficients, and real-time monitoring and adjustments are made to ensure the accuracy of the strategies.

Benefits of technology

It enables forward-looking and adaptable production scheduling of nuclear power plants, improves operational efficiency and safety, reduces energy waste, lowers operating costs and environmental impact, adapts to the modern power grid environment with the increasing proportion of renewable energy, and ensures the stable operation of the power system.

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Abstract

The invention provides a nuclear power production scheduling optimization method and device, and relates to the technical field of nuclear power production. The method comprises the following steps: acquiring multiple pieces of operation data of the nuclear power station in real time; inputting the plurality of operation data into a pre-trained load characteristic model for load prediction to obtain first load information in future preset time; generating an adaptive production scheduling strategy of the nuclear power station according to the first load information; and adjusting production scheduling information of the nuclear power station according to the adaptive production scheduling strategy. According to the method, the load trend can be accurately predicted based on a plurality of operation data, so that the scheduling strategy has perspectiveness and adaptability, the operation efficiency and safety of the nuclear power station are remarkably improved, and energy waste or supply and demand imbalance is reduced. Besides, the real-time adjustment capability ensures that the nuclear power station can quickly respond in case of emergencies, the method is more suitable for a modern power grid environment in which the proportion of renewable energy sources is increased, stable operation of a power system is maintained, and intelligentization and real-time performance of nuclear power production scheduling are realized.
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