The invention discloses a ship lock group ship dam passing joint intelligent scheduling method and system. The method comprises the following steps: establishing a ship and ship lock database; based on the database, establishing a ship lock group collaborative gate arrangement scheduling model; based on a preset lockage ship remote declaration system database and a ship lock group collaborative gate arrangement scheduling model, establishing a data set of different ship locks and gate number data of a ship lock group corresponding to different ships, and taking the data set as a target data set; taking the obtained target data set as a training set, training a preset intelligent scheduling prediction model by using a machine learning method, and establishing a ship lock group ship dam passing joint intelligent scheduling optimization model; and through optimization of dam passing ships, ship locks and lock times, an optimized ship lock group ship joint scheduling scheme and an optimized collaborative lock arrangement plan are obtained. According to the method, the accuracy of the ship lock group collaborative gate arrangement plan is improved, the dam passing time of the ship can be shortened, and the synchronous operation efficiency of the ship locks of the ship lock group is improved, so that the navigation efficiency is improved.

    本发明公开了一种船闸群船舶过坝联合智能调度方法及系统,包括:建立船舶及船闸数据库;基于该数据库,建立船闸群协同排闸调度模型;基于预设过闸船舶远程申报系统数据库和船闸群协同排闸调度模型,建立不同船舶对应船闸群不同船闸及闸次数据的数据集,作为目标数据集;将得到的目标数据集作为训练集,利用机器学习方法对预设智能调度预报模型进行训练,建立船闸群船舶过坝联合智能调度优化模型;并通过对过坝船舶、船闸及闸次进行优化,进而得到优化后的船闸群船舶联合调度方案和协同排闸计划。本发明提高了船闸群协同排闸计划的准确性,能缩短船舶的过坝时间,提升船闸群船闸的同步作业效率,从而提高通航效率。


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    Title :

    Ship lock group ship dam passing joint intelligent scheduling method and system


    Additional title:

    一种船闸群船舶过坝联合智能调度方法及系统


    Contributors:
    LI RAN (author) / ZHANG YU (author) / QI JUNLIN (author) / ZHENG WEILI (author) / LIU SHUN (author) / WANG WEIFENG (author) / QIAO XIAODONG (author) / WANG QIAN (author) / TAO RAN (author) / TAN PAN (author)

    Publication date :

    2024-09-13


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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