Heating household valve adjusting method and system based on LSTM time sequence, and equipment

The invention discloses a heating household valve adjusting method and system based on an LSTM time sequence, and equipment. The adjusting method comprises the following steps: 1, obtaining historicalheating data and historical meteorological data, performing data synthesis on the data with time as the benchmark to obtain sequence data, and building an LSTM time sequence model through the sequence data; 2, adjusting model parameters of the LSTM time sequence model to obtain an optimal prediction model; 3, processing the meteorological data of the to-be-predicted day and the heating data except the heating flow, and then inputting the processed data into the optimal prediction model to obtain the predicted heating flow of the to-be-predicted day; and 4, controlling the opening degree needed by a heat supply household valve through taking the predicted heat supply flow serves as a set value of a PID control algorithm. 本发明公开了一种基于LSTM时间序列的供暖户阀调节方法、系统及设备，所述调节方法包括以下步骤：步骤一：获取历史的供暖数据以及历史的气象数据，将上述数据以时间为基准进行数据合成获得序列数据，