CN114834982B - Intelligent elevator dispatching system based on digital twin technology - Google Patents
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B1/00—Control systems of elevators in general
- B66B1/24—Control systems with regulation, i.e. with retroactive action, for influencing travelling speed, acceleration, or deceleration
- B66B1/28—Control systems with regulation, i.e. with retroactive action, for influencing travelling speed, acceleration, or deceleration electrical
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B1/00—Control systems of elevators in general
- B66B1/34—Details, e.g. call counting devices, data transmission from car to control system, devices giving information to the control system
- B66B1/3415—Control system configuration and the data transmission or communication within the control system
- B66B1/3446—Data transmission or communication within the control system
- B66B1/3461—Data transmission or communication within the control system between the elevator control system and remote or mobile stations
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B2201/00—Aspects of control systems of elevators
- B66B2201/40—Details of the change of control mode
- B66B2201/403—Details of the change of control mode by real-time traffic data
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B2201/00—Aspects of control systems of elevators
- B66B2201/40—Details of the change of control mode
- B66B2201/46—Switches or switchgear
- B66B2201/4607—Call registering systems
- B66B2201/4638—Wherein the call is registered without making physical contact with the elevator system
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B2201/00—Aspects of control systems of elevators
- B66B2201/40—Details of the change of control mode
- B66B2201/46—Switches or switchgear
- B66B2201/4607—Call registering systems
- B66B2201/4676—Call registering systems for checking authorization of the passengers
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- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
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Abstract
Description
技术领域technical field
本发明涉及智能预约呼梯技术领域,具体涉及一种基于数字孪生技术的电梯智能调度系统。The invention relates to the technical field of intelligent elevator reservation, in particular to an elevator intelligent dispatching system based on digital twin technology.
背景技术Background technique
高峰时期上下楼人流量大,候梯乘梯人员多,平均候梯时间成倍增加。根据调查显示,高峰时期候梯人员平均等待时间超过15min,造成时间的浪费,且乘梯人员过多,容易造成电梯超负荷现象,减少电梯寿命。During the peak period, there is a large flow of people going up and down the stairs, and there are many people waiting for the elevator to take the elevator, and the average waiting time for the elevator doubles. According to the survey, the average waiting time of people waiting for elevators during peak hours is more than 15 minutes, resulting in a waste of time, and there are too many people taking elevators, which may easily cause elevator overload and reduce the life of elevators.
数字孪生技术通过数字化的方式建立物理实体的多维度,包含物理维度,虚拟空间维度、服务维度、数据维度、连接维度,采用多时空尺度,多学科,多物理量,多概率的数字化实体来仿真和刻画物理实体在真实环境中的属性,行为和规则等特性,由于数字孪生可以解决智能制造信息物理融合的难题,已在诸多工业化领域成功落地。Digital twin technology establishes multiple dimensions of physical entities through digital means, including physical dimensions, virtual space dimensions, service dimensions, data dimensions, and connection dimensions. It uses multi-spatial-scale, multi-disciplinary, multi-physical, and multi-probability digital entities to simulate and Describe the attributes, behaviors and rules of physical entities in the real environment. Since digital twins can solve the problem of intelligent manufacturing information-physical integration, it has been successfully implemented in many industrial fields.
发明内容Contents of the invention
本发明的目的在于提供一种基于数字孪生技术的电梯智能调度系统,以解决当前电梯调度系统效率低下的问题。The purpose of the present invention is to provide an elevator intelligent dispatching system based on digital twin technology to solve the problem of low efficiency of the current elevator dispatching system.
为解决上述技术问题,本发明提供了一种技术方案:一种基于数字孪生技术的电梯智能调度系统,该系统包括,手机APP预约呼梯子系统、呼梯轿厢人员动态采集子系统、数据孪生智能调度子系统以及数字孪生可视化子系统;In order to solve the above-mentioned technical problems, the present invention provides a technical solution: an elevator intelligent dispatching system based on digital twin technology, the system includes a mobile phone APP reservation call elevator system, a dynamic collection subsystem for elevator car personnel, and a data twin Intelligent scheduling subsystem and digital twin visualization subsystem;
其中,手机APP预约呼梯子系统包括登录模块、个人信息模块、电梯信息模块以及工作订单信息模块,该子系统用于供用户进行登录、个人信息查询、电梯信息查询以及发送电梯预约和呼救指令;Among them, the mobile APP elevator call reservation system includes a login module, a personal information module, an elevator information module and a work order information module. This subsystem is used for users to log in, personal information query, elevator information query, and send elevator reservation and help instructions;
呼梯轿厢人员动态采集子系统包括实时响应采集模块、控制参数驱动模块、输出制动模块;实时响应采集模块和控制参数驱动模块并联与电梯总线内,并通过总线与云端进行数据交互,输出制动模块根据控制参数驱动模块发送的指令进行电梯启动与制动;The dynamic acquisition subsystem of call car personnel includes a real-time response acquisition module, a control parameter drive module, and an output brake module; the real-time response acquisition module and the control parameter drive module are connected in parallel with the elevator bus, and perform data interaction with the cloud through the bus, and output The brake module starts and brakes the elevator according to the instructions sent by the control parameter drive module;
数据孪生智能调度子系统包括数字孪生虚拟模型模块、虚拟电梯制动计算模块、电梯生命演算周期模块、电梯控制参数数据库、数据处理模块;数字孪生虚拟模型模块用于根据用户发送的指令以及电梯实际运行数据建立数字孪生虚拟模型,虚拟电梯制动计算模块根据数字孪生虚拟模型的仿真运行结果输出虚拟运行数据,数据处理模块根据实际运行数据和虚拟运行数据进行数据处理,产生控制信号并发送至控制参数驱动模块;The data twin intelligent scheduling subsystem includes a digital twin virtual model module, a virtual elevator brake calculation module, an elevator life calculation cycle module, an elevator control parameter database, and a data processing module; the digital twin virtual model module is used to The digital twin virtual model is established from the running data, and the virtual elevator braking calculation module outputs virtual running data according to the simulation running results of the digital twin virtual model. The data processing module performs data processing according to the actual running data and the virtual running data, generates control signals and sends them to the control parameter drive module;
数据孪生可视化子系统包括输出数据可视化模块,数据可视化模块根据数据处理模块产生的控制信号进行可视化处理,并将可视化结果发送至用户端。The data twin visualization subsystem includes an output data visualization module, which performs visualization processing according to the control signal generated by the data processing module, and sends the visualization results to the client.
按上述方案,进行个人信息注册、检索密码、密码登录、以及短信验证登录;个人信息模块用于进行密码修改、信息反馈以及乘梯信息记录;电梯信息模块用于进行电梯基本信息、电梯维护数据、电梯位置、电梯监控影像、电梯动态数据的实时监控以及电梯的控制,其中电梯基本信息、电梯维护数据、电梯位置信息允许用户直接读取,电梯动态数据、电梯监控影像的查看以及电梯的控制仅允许经过授权的用户才能执行;工作订单信息模块用于执行用户的电梯预约以及呼救。According to the above scheme, personal information registration, password retrieval, password login, and SMS verification login are performed; the personal information module is used for password modification, information feedback, and elevator information recording; the elevator information module is used for elevator basic information and elevator maintenance data , elevator position, elevator monitoring image, real-time monitoring of elevator dynamic data and elevator control, among which elevator basic information, elevator maintenance data, and elevator position information allow users to directly read, elevator dynamic data, elevator monitoring image viewing and elevator control Only authorized users are allowed to execute; the work order information module is used to execute the user's elevator reservation and call for help.
按上述方案,数据处理模块进行数据处理的具体过程为,According to the above scheme, the specific process of data processing by the data processing module is as follows:
根据电梯的载客情况将乘梯流量类型分为,上行高峰、下行高峰、空闲模式、二路交通,分别对应多数乘客由一楼前往其他楼层、多数乘客由高楼层下降到一楼、一定时间内乘梯人数小于设定阈值、乘客于两层楼之间频繁往来的乘梯情况;According to the passenger capacity of the elevator, the traffic types of the elevator are divided into up peak, down peak, idle mode, and second-way traffic, corresponding to most passengers going from the first floor to other floors, most passengers descending from high floors to the first floor, and a certain period of time. The number of passengers in the elevator is less than the set threshold and the passengers frequently travel between two floors;
设定上述四种模式对应的权重系数,Set the weight coefficients corresponding to the above four modes,
其中,W1为平均候梯时间权系数,W2为平均乘梯时间权系数,W3为长时间候梯率权系数,W4为电梯拥挤度权系数,W5为系统能耗权系数;Among them, W 1 is the weight coefficient of average waiting time, W 2 is the weight coefficient of average ride time, W 3 is the weight coefficient of long waiting time, W 4 is the weight coefficient of elevator congestion degree, W 5 is the weight coefficient of system energy consumption ;
根据上述权重系数建立评价函数,The evaluation function is established according to the above weight coefficients,
S(i)=W1Swait+W2Stake+W3Slong-wait+W4Scrowd+W5Senergy S(i)=W 1 S wait +W 2 S take +W 3 S long-wait +W 4 S crowd +W 5 S energy
其中,i为电梯编号,Swait为平均候梯时间隶属度,Stake为平均乘梯时间隶属度,Slong-wait为长时间候梯率隶属度,Scrowd为电梯拥挤度隶属度,Senergy为系统能耗隶属度;各隶属度约小则表示隶属度对应的性能越好,评价函数S(i)的值越小则表示电梯系统的总体性能越好;Among them, i is the elevator number, S wait is the membership degree of the average waiting time, S take is the membership degree of the average taking time, S long-wait is the membership degree of the long waiting rate, S crowd is the membership degree of elevator congestion, S energy is the membership degree of system energy consumption; the smaller the membership degree, the better the performance corresponding to the membership degree, and the smaller the value of the evaluation function S(i), the better the overall performance of the elevator system;
计算等待电梯时间Twait、电梯运行时间Trun、轿厢剩余容量人数Qm、电梯召唤集中程度Rg、电梯利用率Uc;Calculate the waiting time T wait , the elevator running time T run , the number of people in the remaining capacity of the car Q m , the degree of concentration of elevator calls R g , and the elevator utilization rate U c ;
其中等待电梯时间Twait计算如下,The waiting time T wait for the elevator is calculated as follows,
Twait=Tfloor×N1+Tstop×N2 T wait =T floor ×N 1 +T stop ×N 2
设定Twait的值小于20s时,乘客的心理状态为最佳,值在20~60s时乘客的心理为尚可接受,值大于60s时乘客心理为烦躁;When the value of T wait is set to be less than 20s, the passenger’s psychological state is the best, when the value is between 20 and 60s, the passenger’s psychological state is acceptable, and when the value is greater than 60s, the passenger’s psychological state is irritable;
电梯运行时间Trun计算如下,The elevator running time T run is calculated as follows,
Trun=MAX(Tirun)T run = MAX(T irun )
Tirun为向第i号电梯发送的所有呼梯信号对应的响应时间的合集,当Trun的值小于40s时认为是理想等待时间,值为40~70s时认为是尚可接受的等待时间,值大于80s时认为是长时间候梯;T irun is the collection of response times corresponding to all call signals sent to the i-th elevator. When the value of T run is less than 40s, it is considered as an ideal waiting time, and when the value of T run is 40-70s, it is considered as an acceptable waiting time. When the value is greater than 80s, it is considered as a long waiting time;
轿厢剩余容量人数Qm计算如下,The number of people Q m in the remaining capacity of the car is calculated as follows,
Qm=Qin-Qout+Qnow Q m =Q in -Q out +Q now
其中,Qin为当前时刻电梯人数增加量,Qout为当前时刻电梯人数减少量,Qnow为电梯停靠前轿厢内的人数;以轿厢剩余容量人数Qm除以轿厢最大容纳人数得到轿厢剩余容量百分比,当轿厢剩余容量百分比大于70%时,认为乘坐舒适度为非常满意的,当轿厢剩余容量百分比为30%~70%时,认为乘坐舒适度为尚可接受的,当轿厢剩余容量百分比小于30%时,认为乘坐舒适度为非常差的;Among them, Q in is the increase in the number of people in the elevator at the current moment, Q out is the decrease in the number of people in the elevator at the current moment, and Q now is the number of people in the car before the elevator stops; the number of people in the car's remaining capacity Q m is divided by the maximum number of people in the car to get The percentage of remaining capacity of the car. When the percentage of remaining capacity of the car is greater than 70%, it is considered that the ride comfort is very satisfactory. When the percentage of the remaining capacity of the car is 30% to 70%, it is considered acceptable. When the percentage of remaining capacity of the car is less than 30%, the ride comfort is considered to be very poor;
电梯召唤集中程度Rg计算过程如下,The calculation process of the elevator call concentration degree Rg is as follows,
其中,H为电梯当前所在楼层与呼梯楼层的间距,Lmin是新产生的呼梯层站与轿厢可能停靠层站之间的最小距离;当电梯召唤集中程度Rg的值小于0.2是,认为电梯能耗为理想,当值为0.2~0.8时,认为电梯能耗尚能接收,当值大于0.8时,认为电梯能耗偏高;Among them, H is the distance between the current floor of the elevator and the call floor, and L min is the minimum distance between the newly generated call floor and the possible landing of the car; when the value of the elevator call concentration R g is less than 0.2 is , it is considered that the energy consumption of the elevator is ideal. When the value is 0.2-0.8, it is considered that the energy consumption of the elevator is acceptable. When the value is greater than 0.8, the energy consumption of the elevator is considered to be high;
电梯利用率Uc的计算过程如下,The calculation process of the elevator utilization rate Uc is as follows,
其中,K为电梯所在楼层数,J为停梯次数,Li为呼梯楼层的楼层数与呼梯人数的乘积;当Uc的值小于0.2时,认为电梯利用率较低,当值为0.2~0.7时,认为电梯利用率尚可接受,当值大于0.7时,认为电梯利用率较高;Among them, K is the number of floors where the elevator is located, J is the number of stops, L i is the product of the number of floors of the calling floor and the number of people calling; when the value of Uc is less than 0.2, the elevator utilization rate is considered to be low, when the value is When the value is between 0.2 and 0.7, the elevator utilization rate is considered to be acceptable; when the value is greater than 0.7, the elevator utilization rate is considered to be high;
随后,将等待电梯时间Twait、电梯运行时间Trun、轿厢剩余容量人数Qm、电梯召唤集中程度Rg、电梯利用率Uc进行归一化和模糊化,模糊化的结果分为S、M、B三个等级;Then, normalize and fuzzify the elevator waiting time T wait , elevator running time T run , number of people in the remaining car capacity Q m , elevator call concentration R g , and elevator utilization rate U c , and the fuzzy results are divided into S , M, B three grades;
根据等待电梯时间Twait、轿厢剩余容量人数Qm、电梯利用率Uc模糊推理得到Swait;According to the waiting time T wait for the elevator, the number of people in the remaining capacity of the car Q m , and the elevator utilization rate U c fuzzy reasoning to obtain S wait ;
根据电梯运行时间Trun、轿厢剩余容量人数Qm模糊推理得到Stake;S take is obtained by fuzzy reasoning according to the elevator running time T run and the number of people in the remaining capacity of the car Q m ;
根据轿厢剩余容量人数Qm、电梯利用率Uc模糊推理得到Slong-wait;S long-wait is obtained by fuzzy reasoning according to the number of people Q m remaining in the car and the utilization rate U c of the elevator;
根据等待电梯时间Twait、电梯召唤集中程度Rg、电梯利用率Uc模糊推理得到Scrowd; Scrowd is obtained by fuzzy reasoning based on the waiting time T wait , the concentration degree of elevator calls R g , and the elevator utilization rate U c ;
根据电梯召唤集中程度Rg、电梯利用率Uc模糊推理得到Senergy;S energy is obtained by fuzzy reasoning according to the elevator call concentration degree R g and the elevator utilization rate U c ;
将上述隶属度划分为VS、S、M、B、VB五个等级,根据所有电梯的执行模式计算各电梯的评价函数,并将不同电梯对应的评价函数进行比较,选取当前最优派梯的电梯编号。Divide the above membership degrees into five levels: VS, S, M, B, and VB, calculate the evaluation function of each elevator according to the execution modes of all elevators, compare the evaluation functions corresponding to different elevators, and select the elevator that is currently the best dispatcher serial number.
按上述方案,电梯生命演算周期模块用于接收虚拟运行数据,对电梯各部件的有效寿命进行修正,并向用户端实时反馈电梯性能、运行状况以及有效剩余电梯寿命。According to the above scheme, the elevator life calculation cycle module is used to receive virtual operation data, correct the effective life of each component of the elevator, and feed back the elevator performance, operating status and effective remaining elevator life to the user in real time.
按上述方案,电梯控制参数数据库用于接收来自数据处理模块产生的数据及用户预约呼梯数据,将电梯运行过程所接收的指令以及产生的运行数据作为历史运行数据,并根据电梯的寿命阶段和工况环境对最优控制参数进行动态调整。According to the above scheme, the elevator control parameter database is used to receive the data generated by the data processing module and the user’s reservation call data, and use the instructions received during the elevator operation and the generated operation data as historical operation data, and according to the life stage of the elevator and The working environment dynamically adjusts the optimal control parameters.
一种利用上文所述的基于数字孪生技术的电梯智能调度系统实现的基于数字孪生技术的电梯智能调度方法,包括以下步骤,An elevator intelligent dispatching method based on digital twin technology realized by utilizing the above-mentioned elevator intelligent dispatch system based on digital twin technology, comprising the following steps,
S1、搭建与实际电梯相匹配的数字孪生虚拟模型;S1. Build a digital twin virtual model that matches the actual elevator;
S2、用户通过手机APP进行登录;S2. The user logs in through the mobile APP;
S3、用户下达电梯预约指令;S3. The user issues an elevator reservation instruction;
S4、利用数字孪生虚拟模型,根据电梯预约指令生成虚拟运行数据;S4. Use the digital twin virtual model to generate virtual operation data according to the elevator reservation instruction;
S5、根据虚拟运行数据和电梯实际运行的实际运行数据形成控制信号;S5, forming a control signal according to the virtual operation data and the actual operation data of the actual operation of the elevator;
S5、根据控制信号进行派梯调度控制。S5. Elevator dispatching control is performed according to the control signal.
本发明的有益效果是:The beneficial effects of the present invention are:
1、通过采用手机APP端实现预约呼梯的方式,使得用户乘梯的舒适度得到提高。1. By using the mobile phone APP to realize the method of booking elevators, the comfort of users when taking elevators is improved.
2、制造商和运维方通过手机APP能够更及时、更准确地监控电梯的实时、历史运行状态,并且能够通过APP在紧急情况下与用户进行交互,提升了电梯的安全保障。2. The manufacturer and the operation and maintenance party can monitor the real-time and historical operation status of the elevator more timely and accurately through the mobile phone APP, and can interact with the user in an emergency through the APP, which improves the safety of the elevator.
3、通过构建建立数字孪生虚拟模型,实现了对实体电梯运作的实时推演,根据数字孪生虚拟模型的运行数据对派梯方案进行指导,并对电梯的运行情况进行预测,提高了调度效率以及安全性能。3. Through the establishment of a digital twin virtual model, the real-time deduction of the operation of the physical elevator is realized. According to the operation data of the digital twin virtual model, the dispatch plan is guided, and the operation of the elevator is predicted, which improves the dispatching efficiency and safety. performance.
附图说明Description of drawings
图1为本发明一实施例的系统连接关系示意图;Fig. 1 is a schematic diagram of a system connection relationship according to an embodiment of the present invention;
图2为本发明一实施例的数字孪生模型原理图。Fig. 2 is a schematic diagram of a digital twin model according to an embodiment of the present invention.
具体实施方式Detailed ways
为使本公开实施例的目的、技术方案和优点更加清楚,下面将结合本公开实施例的附图,对本公开实施例的技术方案进行清楚、完整地描述。显然,所描述的实施例是本公开的一部分实施例,而不是全部的实施例。基于所描述的本公开的实施例,本领域普通技术人员在无需创造性劳动的前提下所获得的所有其他实施例,都属于本公开保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present disclosure clearer, the technical solutions of the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings of the embodiments of the present disclosure. Apparently, the described embodiments are some of the embodiments of the present disclosure, not all of them. Based on the described embodiments of the present disclosure, all other embodiments obtained by persons of ordinary skill in the art without creative effort fall within the protection scope of the present disclosure.
一种基于数字孪生技术的电梯智能调度系统,该系统包括,手机APP预约呼梯子系统、呼梯轿厢人员动态采集子系统、数据孪生智能调度子系统以及数字孪生可视化子系统;An elevator intelligent dispatching system based on digital twin technology, the system includes a mobile phone APP reservation call elevator system, a dynamic acquisition subsystem for elevator car personnel, a data twin intelligent dispatch subsystem, and a digital twin visualization subsystem;
其中,手机APP预约呼梯子系统包括登录模块、个人信息模块、电梯信息模块以及工作订单信息模块,该子系统用于供用户进行登录、个人信息查询、电梯信息查询以及发送电梯预约和呼救指令;Among them, the mobile APP elevator call reservation system includes a login module, a personal information module, an elevator information module and a work order information module. This subsystem is used for users to log in, personal information query, elevator information query, and send elevator reservation and help instructions;
呼梯轿厢人员动态采集子系统包括实时响应采集模块、控制参数驱动模块、输出制动模块;实时响应采集模块和控制参数驱动模块并联与电梯总线内,并通过总线与云端进行数据交互,输出制动模块根据控制参数驱动模块发送的指令进行电梯启动与制动;The dynamic acquisition subsystem of call car personnel includes a real-time response acquisition module, a control parameter drive module, and an output brake module; the real-time response acquisition module and the control parameter drive module are connected in parallel with the elevator bus, and perform data interaction with the cloud through the bus, and output The brake module starts and brakes the elevator according to the instructions sent by the control parameter drive module;
数据孪生智能调度子系统包括数字孪生虚拟模型模块、虚拟电梯制动计算模块、电梯生命演算周期模块、电梯控制参数数据库、数据处理模块;数字孪生虚拟模型模块用于根据用户发送的指令以及电梯实际运行数据建立数字孪生虚拟模型,虚拟电梯制动计算模块根据数字孪生虚拟模型的仿真运行结果输出虚拟运行数据,数据处理模块根据实际运行数据和虚拟运行数据进行数据处理,产生控制信号并发送至控制参数驱动模块;The data twin intelligent scheduling subsystem includes a digital twin virtual model module, a virtual elevator brake calculation module, an elevator life calculation cycle module, an elevator control parameter database, and a data processing module; the digital twin virtual model module is used to The digital twin virtual model is established from the running data, and the virtual elevator braking calculation module outputs virtual running data according to the simulation running results of the digital twin virtual model. The data processing module performs data processing according to the actual running data and the virtual running data, generates control signals and sends them to the control parameter drive module;
数据孪生可视化子系统包括输出数据可视化模块,数据可视化模块根据数据处理模块产生的控制信号进行可视化处理,并将可视化结果发送至用户端。The data twin visualization subsystem includes an output data visualization module, which performs visualization processing according to the control signal generated by the data processing module, and sends the visualization results to the client.
进一步地,进行个人信息注册、检索密码、密码登录、以及短信验证登录;个人信息模块用于进行密码修改、信息反馈以及乘梯信息记录;电梯信息模块用于进行电梯基本信息、电梯维护数据、电梯位置、电梯监控影像、电梯动态数据的实时监控以及电梯的控制,其中电梯基本信息、电梯维护数据、电梯位置信息允许用户直接读取,电梯动态数据、电梯监控影像的查看以及电梯的控制仅允许经过授权的用户才能执行;工作订单信息模块用于执行用户的电梯预约以及呼救。Further, personal information registration, password retrieval, password login, and SMS verification login are performed; the personal information module is used for password modification, information feedback, and elevator information recording; the elevator information module is used for elevator basic information, elevator maintenance data, Elevator position, elevator monitoring image, real-time monitoring of elevator dynamic data and elevator control, among which elevator basic information, elevator maintenance data, and elevator position information allow users to directly read, elevator dynamic data, elevator monitoring image viewing and elevator control only Authorized users are allowed to execute; the work order information module is used to execute the user's elevator reservation and call for help.
进一步地,数据处理模块进行数据处理的具体过程为,Further, the specific process of data processing by the data processing module is as follows:
根据电梯的载客情况将乘梯流量类型分为,上行高峰、下行高峰、空闲模式、二路交通,分别对应多数乘客由一楼前往其他楼层、多数乘客由高楼层下降到一楼、一定时间内乘梯人数小于设定阈值、乘客于两层楼之间频繁往来的乘梯情况;According to the passenger capacity of the elevator, the traffic types of the elevator are divided into up peak, down peak, idle mode, and second-way traffic, corresponding to most passengers going from the first floor to other floors, most passengers descending from high floors to the first floor, and a certain period of time. The number of passengers in the elevator is less than the set threshold and the passengers frequently travel between two floors;
设定上述四种模式对应的权重系数,Set the weight coefficients corresponding to the above four modes,
其中,W1为平均候梯时间权系数,W2为平均乘梯时间权系数,W3为长时间候梯率权系数,W4为电梯拥挤度权系数,W5为系统能耗权系数;Among them, W 1 is the weight coefficient of average waiting time, W 2 is the weight coefficient of average ride time, W 3 is the weight coefficient of long waiting time, W 4 is the weight coefficient of elevator congestion degree, W 5 is the weight coefficient of system energy consumption ;
根据上述权重系数建立评价函数,The evaluation function is established according to the above weight coefficients,
S(i)=W1Swait+W2Stake+W3Slong-wait+W4Scrowd+W5Senergy S(i)=W 1 S wait +W 2 S take +W 3 S long-wait +W 4 S crowd +W 5 S energy
其中,i为电梯编号,Swait为平均候梯时间隶属度,Stake为平均乘梯时间隶属度,Slong-wait为长时间候梯率隶属度,Scrowd为电梯拥挤度隶属度,Senergy为系统能耗隶属度;各隶属度约小则表示隶属度对应的性能越好,评价函数S(i)的值越小则表示电梯系统的总体性能越好;Among them, i is the elevator number, S wait is the membership degree of the average waiting time, S take is the membership degree of the average taking time, S long-wait is the membership degree of the long waiting rate, S crowd is the membership degree of elevator congestion, S energy is the membership degree of system energy consumption; the smaller the membership degree, the better the performance corresponding to the membership degree, and the smaller the value of the evaluation function S(i), the better the overall performance of the elevator system;
计算等待电梯时间Twait、电梯运行时间Trun、轿厢剩余容量人数Qm、电梯召唤集中程度Rg、电梯利用率Uc;Calculate the waiting time T wait , the elevator running time T run , the number of people in the remaining capacity of the car Q m , the degree of concentration of elevator calls R g , and the elevator utilization rate U c ;
其中等待电梯时间Twait计算如下,The waiting time T wait for the elevator is calculated as follows,
Twait=Tfloor×N1+Tstop×N2 T wait =T floor ×N 1 +T stop ×N 2
设定Twait的值小于20s时,乘客的心理状态为最佳,值在20~60s时乘客的心理为尚可接受,值大于60s时乘客心理为烦躁;When the value of T wait is set to be less than 20s, the passenger’s psychological state is the best, when the value is between 20 and 60s, the passenger’s psychological state is acceptable, and when the value is greater than 60s, the passenger’s psychological state is irritable;
电梯运行时间Trun计算如下,The elevator running time T run is calculated as follows,
Trun=MAX(Tirun)T run = MAX(T irun )
Tirun为向第i号电梯发送的所有呼梯信号对应的响应时间的合集,当Trun的值小于40s时认为是理想等待时间,值为40~70s时认为是尚可接受的等待时间,值大于80s时认为是长时间候梯;T irun is the collection of response times corresponding to all call signals sent to the i-th elevator. When the value of T run is less than 40s, it is considered as an ideal waiting time, and when the value of T run is 40-70s, it is considered as an acceptable waiting time. When the value is greater than 80s, it is considered as a long waiting time;
轿厢剩余容量人数Qm计算如下,The number of people Q m in the remaining capacity of the car is calculated as follows,
Qm=Qin-Qout+Qnow Q m =Q in -Q out +Q now
其中,Qin为当前时刻电梯人数增加量,Qout为当前时刻电梯人数减少量,Qnow为电梯停靠前轿厢内的人数;以轿厢剩余容量人数Qm除以轿厢最大容纳人数得到轿厢剩余容量百分比,当轿厢剩余容量百分比大于70%时,认为乘坐舒适度为非常满意的,当轿厢剩余容量百分比为30%~70%时,认为乘坐舒适度为尚可接受的,当轿厢剩余容量百分比小于30%时,认为乘坐舒适度为非常差的;Among them, Q in is the increase in the number of people in the elevator at the current moment, Q out is the decrease in the number of people in the elevator at the current moment, and Q now is the number of people in the car before the elevator stops; the number of people in the car's remaining capacity Q m is divided by the maximum number of people in the car to get The percentage of remaining capacity of the car. When the percentage of remaining capacity of the car is greater than 70%, it is considered that the ride comfort is very satisfactory. When the percentage of the remaining capacity of the car is 30% to 70%, it is considered acceptable. When the percentage of remaining capacity of the car is less than 30%, the ride comfort is considered to be very poor;
电梯召唤集中程度Rg计算过程如下,The calculation process of the elevator call concentration degree Rg is as follows,
其中,H为电梯当前所在楼层与呼梯楼层的间距,Lmin是新产生的呼梯层站与轿厢可能停靠层站之间的最小距离;当电梯召唤集中程度Rg的值小于0.2是,认为电梯能耗为理想,当值为0.2~0.8时,认为电梯能耗尚能接收,当值大于0.8时,认为电梯能耗偏高;Among them, H is the distance between the current floor of the elevator and the call floor, and L min is the minimum distance between the newly generated call floor and the possible landing of the car; when the value of the elevator call concentration R g is less than 0.2 is , it is considered that the energy consumption of the elevator is ideal. When the value is 0.2-0.8, it is considered that the energy consumption of the elevator is acceptable. When the value is greater than 0.8, the energy consumption of the elevator is considered to be high;
电梯利用率Uc的计算过程如下,The calculation process of the elevator utilization rate Uc is as follows,
其中,K为电梯所在楼层数,J为停梯次数,Li为呼梯楼层的楼层数与呼梯人数的乘积;当Uc的值小于0.2时,认为电梯利用率较低,当值为0.2~0.7时,认为电梯利用率尚可接受,当值大于0.7时,认为电梯利用率较高;Among them, K is the number of floors where the elevator is located, J is the number of stops, L i is the product of the number of floors of the calling floor and the number of people calling; when the value of Uc is less than 0.2, the elevator utilization rate is considered to be low, when the value is When the value is between 0.2 and 0.7, the elevator utilization rate is considered to be acceptable; when the value is greater than 0.7, the elevator utilization rate is considered to be high;
随后,将等待电梯时间Twait、电梯运行时间Trun、轿厢剩余容量人数Qm、电梯召唤集中程度Rg、电梯利用率Uc进行归一化和模糊化,模糊化的结果分为S、M、B三个等级;Then, normalize and fuzzify the elevator waiting time T wait , elevator running time T run , number of people in the remaining car capacity Q m , elevator call concentration R g , and elevator utilization rate U c , and the fuzzy results are divided into S , M, B three grades;
根据等待电梯时间Twait、轿厢剩余容量人数Qm、电梯利用率Uc模糊推理得到Swait;According to the waiting time T wait for the elevator, the number of people in the remaining capacity of the car Q m , and the elevator utilization rate U c fuzzy reasoning to obtain S wait ;
根据电梯运行时间Trun、轿厢剩余容量人数Qm模糊推理得到Stake;S take is obtained by fuzzy reasoning according to the elevator running time T run and the number of people in the remaining capacity of the car Q m ;
根据轿厢剩余容量人数Qm、电梯利用率Uc模糊推理得到Slong-wait;S long-wait is obtained by fuzzy reasoning according to the number of people Q m remaining in the car and the utilization rate U c of the elevator;
根据等待电梯时间Twait、电梯召唤集中程度Rg、电梯利用率Uc模糊推理得到Scrowd; Scrowd is obtained by fuzzy reasoning based on the waiting time T wait , the concentration degree of elevator calls R g , and the elevator utilization rate U c ;
根据电梯召唤集中程度Rg、电梯利用率Uc模糊推理得到Senergy;S energy is obtained by fuzzy reasoning according to the elevator call concentration degree R g and the elevator utilization rate U c ;
将上述隶属度划分为VS、S、M、B、VB五个等级,根据所有电梯的执行模式计算各电梯的评价函数,并将不同电梯对应的评价函数进行比较,选取当前最优派梯的电梯编号。Divide the above membership degrees into five levels: VS, S, M, B, and VB, calculate the evaluation function of each elevator according to the execution modes of all elevators, compare the evaluation functions corresponding to different elevators, and select the elevator that is currently the best dispatcher serial number.
进一步地,电梯生命演算周期模块用于接收虚拟运行数据,对电梯各部件的有效寿命进行修正,并向用户端实时反馈电梯性能、运行状况以及有效剩余电梯寿命。Furthermore, the elevator life calculation cycle module is used to receive virtual running data, correct the effective life of each component of the elevator, and feed back the elevator performance, operating status and effective remaining elevator life to the user in real time.
进一步地,电梯控制参数数据库用于接收来自数据处理模块产生的数据及用户预约呼梯数据,将电梯运行过程所接收的指令以及产生的运行数据作为历史运行数据,并根据电梯的寿命阶段和工况环境对最优控制参数进行动态调整。Further, the elevator control parameter database is used to receive the data generated by the data processing module and the user’s reservation call data, and use the instructions received during the elevator operation and the generated operation data as historical operation data, and according to the life stage and working period of the elevator The optimal control parameters are dynamically adjusted according to the environment.
一种利用上文所述的基于数字孪生技术的电梯智能调度系统实现的基于数字孪生技术的电梯智能调度方法,包括以下步骤,An elevator intelligent dispatching method based on digital twin technology realized by utilizing the above-mentioned elevator intelligent dispatch system based on digital twin technology, comprising the following steps,
S1、搭建与实际电梯相匹配的数字孪生虚拟模型;S1. Build a digital twin virtual model that matches the actual elevator;
S2、用户通过手机APP进行登录;S2. The user logs in through the mobile APP;
S3、用户下达电梯预约指令;S3. The user issues an elevator reservation instruction;
S4、利用数字孪生虚拟模型,根据电梯预约指令生成虚拟运行数据;S4. Use the digital twin virtual model to generate virtual operation data according to the elevator reservation instruction;
S5、根据虚拟运行数据和电梯实际运行的实际运行数据形成控制信号;S5, forming a control signal according to the virtual operation data and the actual operation data of the actual operation of the elevator;
S5、根据控制信号进行派梯调度控制。S5. Elevator dispatching control is performed according to the control signal.
以上所述仅为本发明的实施例,并非因此限制本发明的专利范围,凡是利用本发明说明书及附图内容所作的等效结构或等效流程变换,或直接或间接运用在其它相关的技术领域,均同理包括在本发明的专利保护范围内。The above is only an embodiment of the present invention, and does not limit the patent scope of the present invention. Any equivalent structure or equivalent process transformation made by using the description of the present invention and the contents of the accompanying drawings, or directly or indirectly used in other related technologies fields, are all included in the scope of patent protection of the present invention in the same way.
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