Intelligent heat supply network operation and maintenance management system

Abstract

The invention discloses an intelligent heat supply network operation and maintenance management system, which relates to the field of heat supply network management, and solves the main problem of uneven room temperature heat and cold of each user caused by unbalanced flow transmission and distribution of each loop due to hydraulic disorder in traditional extensive centralized heating. The systemcomprises a data model used for classifying real-time data information transmitted at the same time based on softmax according to the type and the model of a data acquisition device, and classifying the classified data into a current time node data cluster and a previous time node data cluster again according to the period of the data acquisition device; and the data model performs post-forgettingmemory processing on the data based on the gating signal of the LSTM to obtain a predicted next time node data cluster, and generates a real-time heat supply network decision according to the predicted next time node data cluster. According to the system, the consumption of the heat supply energy is predicted, and decision support is provided for reasonably making an energy plan and dynamically scheduling the energy.

Description

Technical field [0001] The invention relates to the field of energy management, in particular to a smart heating network operation and maintenance management system. Background technique [0002] At present, the problems of high energy consumption, low efficiency, and high pollution are common in urban central heating, which not only wastes a lot of energy resources, but also seriously affects the environmental quality of the city. The main problem of traditional extensive central heating is hydraulic imbalance, which leads to uneven flow distribution in each loop, resulting in uneven heating and cooling of the room temperature for each user. With the continuous improvement of residents' requirements for living comfort, on-demand heating and precise heating have become new directions for improvement. [0003] To ensure the safe and efficient operation of the heating network, it is necessary to take into account the individual heating needs of customers. It is necessary to analyze ...

AI Technical Summary

Problems solved by technology

[0004] The technical problem to be solved by the present invention is: the main problem of traditional extensive centralized heating is hydraulic imbalance, which leads to unbalanced flow transmission and distribution of each loop, resulting in uneven cold and hot room temperature of each user. The present invention provides a solution to the above problems Smart heating network operation and maintenance management system

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