INFLOW PREDICTION SYSTEM

• Main Authors: SAITO REONA, GOMAIBASHI RYOSUKE, SUZUKI YUKI
• Format: Patent
• Language: English; Japanese
• Published: 29.11.2023
• Subjects: CALCULATING; CESSPOOLS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; FIXED CONSTRUCTIONS; MEASURING; METEOROLOGY; PHYSICS; SEWERAGE; SEWERS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR; TESTING; WATER SUPPLY

To provide an inflow prediction system capable of accurately performing prediction of a waste water inflow amount in a pump station and the like.SOLUTION: An inflow prediction system 100 comprises: a facility data collection unit 113 for collecting facility data PD of a pump station 10 and the like; a weather data collection unit 110 for collecting weather data 185; a data accumulation unit 121 for accumulating the facility data PD and the weather data 185; a learning processing unit 150 for generating a learned model which predicts a waste water inflow amount on the basis of the facility data PD and the weather data 185; a prediction unit 160 for predicting a waste water inflow amount on the basis of the learned model, the facility data PD and the weather data 185; and a control unit 170 for controlling an operation state of the pump station 10 and the like by receiving a predicted value of the waste water inflow amount. The weather data 185 is weather data 185A including information on a weather value, a longitude, a latitude, and time, and is the weather data of a mesh part which overlaps a region of a processing section 183 of the pump station 10 and the like.SELECTED DRAWING: Figure 2 【課題】ポンプ場等における下水流入量の予測を精度よく行える流入量予測システムを提供すること。【解決手段】ポンプ場１０等の施設データＰＤを収集する施設データ収集部１１３と、気象データ１８５を収集する気象データ収集部１１０と、施設データＰＤ及び気象データ１８５を蓄積するデータ蓄積部１２１と、施設データＰＤ及び気象データ１８５に基づいて下水流入量を予測する学習済みモデルを作成する学習処理部１５０と、学習済みモデル及び施設データＰＤ及び気象データ１８５に基づいて下水流入量を予測する予測部１６０と、下水流入量の予測値を受け取ってポンプ場１０等の運転状態を制御する制御部１７０と、を有する流入量予測システム１００である。気象データ１８５は、気象値、経度・緯度、時刻の情報を有する気象データであり且つポンプ場１０等の処理区域１８３の領域と重なり合ったメッシュ部分の気象データ１８５Ａである。【選択図】図２