Elevator waiting floor optimization method

Abstract

The invention discloses an elevator waiting floor optimization method. The method comprises the steps that elevator operating data are acquired, and statistics for elevator using habits of elevator taking people of a target building are made, and statistical data are obtained; the statistical data are processed to generate a training set and a test set; a recurrent neural network model is established, a recurrent neutral network is subjected to pre-training by means of the training set, and initialization parameters are obtained; the formed training set is input into the recurrent neutral network model, and parameter iterative training is performed automatically; test is performed by means of the test set until the accuracy reaches a preset value; the recurrent neutral network model obtained through training is input into an elevator control system; and the elevator operating time is detected, the recurrent neutral network model automatically judges a target floor where an elevator should automatically stop when the elevator is not used according to the detected elevator operating time, and then an elevator car is made to operate to the target floor through the elevator control system. The elevator waiting floor optimization method provided by the invention solves the problem that a traditional default floor waiting method is long in required waiting time.

Description

technical field [0001] The invention relates to the technical field of elevator operation control, in particular to an optimization method for elevator waiting floors. Background technique [0002] Elevator refers to the permanent transportation equipment that serves several specific floors in the building, and its car runs on at least two rigid rails that are perpendicular to the horizontal plane or less than 15° from the plumb line. Lifting equipment. A vertical elevator has a car running between at least two vertical or inclination angles of less than 15° rigid guide rails. The size and structure of the car are convenient for passengers to enter and exit or to load and unload goods. It often uses permanent magnet synchronous traction machine as power. It greatly reduces the area occupied by the computer room, and has the advantages of low energy consumption, energy saving and high efficiency, and fast lifting speed, which greatly promotes the development of real estate...

AI Technical Summary

Problems solved by technology

[0003] At present, the default waiting floor when no one is using the elevator is a preset fixed value, and it is often the floor floor, which does not take into account the actual user's need to take the floor according to the time change

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