To create an effective, recommended inspection plan regarding road facilities.SOLUTION: A facility inspection plan creation system includes: a facility fault period learning part for generating a facility fault period prediction model with fault period data of facilities provided in a road and facility fault period relational data as predetermined history data regarding a road in relation to a fault period of facilities as teacher data, with input as facility fault period relational data, and with output as a facility fault period by machine learning; a facility fault period prediction part for predicting a fault period of facilities and outputting a fault period prediction result by using the facility fault period prediction model with real-time facility fault period relational data as input data; a facility fault risk calculation part for calculating a facility fault risk as a fault risk of facilities on the basis of the fault period prediction result and a past facility inspection history; and an inspection plan creation part for creating a recommended inspection plan as a plan including a recommended period of inspection regarding facilities on the basis of the facility fault risk.SELECTED DRAWING: Figure 1
【課題】道路設備に関して有効な推奨点検計画を作成する。【解決手段】実施形態の設備点検計画作成システムは、道路に設けられた設備の故障時期データと、設備の故障時期に関係し道路に関する所定の履歴のデータである設備故障時期関係データと、を教師データとして、入力を設備故障時期関係データとし、出力を設備の故障時期とする設備故障時期予測モデルを機械学習により生成する設備故障時期学習部と、リアルタイムの設備故障時期関係データを入力データとして、設備故障時期予測モデルを用いて、設備の故障時期を予測して故障時期予測結果を出力する設備故障時期予測部と、故障時期予測結果と、過去の設備点検履歴と、に基づいて、設備の故障リスクである設備故障リスクを算出する設備故障リスク算出部と、設備故障リスクに基づいて、設備に関する点検の推奨時期を含む計画である推奨点検計画を作成する点検計画作成部と、を備える。【選択図】図1
FACILITY INSPECTION PLAN CREATION SYSTEM AND FACILITY INSPECTION PLAN CREATION METHOD
設備点検計画作成システム、および、設備点検計画作成方法
2023-05-18
Patent
Electronic Resource
Japanese
IPC: | G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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