LEARNING DEVICE AND SEWAGE WATER INFLOW VOLUME PREDICTING DEVICE

To provide a learning device and a sewage water inflow volume predicting device which enables a precise prediction on a sewage water inflow volume to a sewage treatment plant at the next day, and which enables an operator to execute an appropriate process.SOLUTION: A learning device 100 includes: an actual measured data obtaining unit 101 that obtains actual measured data on the sewage water inflow volume flowing in a sewage treatment plant; a precipitation amount data obtaining unit 102 that obtains precipitation amount data; and a prediction model constructing unit 104 that constructs a sewage water inflow volume prediction model that predicts the sewage water inflow volume at the next day by deep learning from the actual measured data of the sewage water inflow volume and from the precipitation amount data.SELECTED DRAWING: Figure 1 【課題】翌日の下水処理場への下水流入量の正確な予測を可能にしてオペレータが適切な処理をできる学習装置及び下水流入量予測装置を提供する。【解決手段】学習装置１００は、下水処理場に流入した下水流入量の実測データを取得する実測データ取得部１０１と、降水量データを取得する降水量データ取得部１０２と、下水流入量の実測データ及び降水量データから、深層学習を用いて、翌日の下水流入量を予測する下水流入量予測モデルを構築する予測モデル構築部１０４とを備える。【選択図】図１