Digital construction elevator intelligent management system
The digital construction elevator intelligent management system allocates transportation capacity based on objective data, solving the problems of low efficiency and poor stability caused by manual scheduling in construction elevator management, and achieving efficient and safe construction elevator management.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- CHINA RAILWAY BEIJING ENG BUREAU GP OR GRP BEIJING CO LTD
- Filing Date
- 2023-12-14
- Publication Date
- 2026-04-17
AI Technical Summary
Existing construction elevator management systems rely on manual scheduling data, which makes it difficult to guarantee operational efficiency and results in poor stability, making them highly susceptible to non-objective factors.
The digital construction elevator intelligent management system is adopted. Through elevator-side sensor groups and remote managers, the system allocates transportation capacity based on objective data throughout the process, reducing human intervention. The system uses elevator status simulation module, timetable module, and operation count control module for real-time calculation and optimized scheduling.
It improved the utilization rate and on-site operation efficiency of construction elevators, achieved optimal construction elevator location matching, reduced waiting time, improved the service efficiency and safety of construction elevators, and provided scientific operation evaluation indicators.
Smart Images

Figure CN117923261B_ABST
Abstract
Description
Technical Field
[0001] This invention relates to the field of construction elevators, and in particular to a digital intelligent management system for construction elevators. Background Technology
[0002] During the construction of high-rise buildings, multiple construction elevators are usually configured to meet the vertical transportation needs. However, existing construction elevators generally lack scheduling systems and rely more on the operator's judgment and rough manual scheduling. This seriously affects their efficiency, wastes resources, and increases costs.
[0003] Patent CN104709785B discloses an intelligent group control scheduling and safety control system, including a crane control system for collecting operating parameters of the elevator cage and sending them to the dispatch center, and receiving dispatch commands from the dispatch center to control the elevator cage; a floor call system for inputting floor request information and displaying dispatch-related information; a rotary track changing control system for collecting operating parameters of the rotary track changing device and sending them to the dispatch center, and receiving commands from the dispatch center to control the rotary track changing device to drive the elevator cage to rotate and change tracks; and a dispatch center for receiving floor request information or user input information, and issuing elevator cage dispatch commands based on the collected operating parameters. By adopting the scheduling system and method of this invention, comprehensive scheduling of single-tower multi-cage cyclic operation construction elevators is realized, fully utilizing the efficiency of single-tower multi-cage cyclic operation construction elevators, while improving their reliability and ensuring their safety.
[0004] However, the model it adopts is based on actual user scheduling data on site, rather than physical ride data. Its scheduling is based on human demand rather than objective environment, which makes it difficult to guarantee its operational efficiency and is greatly affected by non-objective factors, resulting in poor stability.
[0005] Therefore, a construction elevator management system that requires no human intervention throughout the entire process is needed to solve the above problems. Summary of the Invention
[0006] This invention addresses the problem that existing technologies rely on on-site user scheduling data rather than physical passenger data. The scheduling is based on human demand rather than objective environmental factors, leading to inconsistent operational efficiency, susceptibility to non-objective influences, and poor stability. This invention provides a digital intelligent management system for construction elevators that allocates transport capacity based on objective data throughout the entire process, reducing human intervention and solving the aforementioned problems.
[0007] This invention provides a digital intelligent management system for construction elevators, including a construction elevator body, an elevator-end sensor group, a lifting mechanism, and a remote manager. The construction elevator body is located inside and outside the building and moves vertically. The lifting mechanism is located at the top of the building, and its output end is connected to the construction elevator body. The remote manager controls the movement of the lifting mechanism. The elevator-end sensor group is a position sensor with a timestamp. The elevator-end sensor group is connected to the remote manager via a signal connection. The elevator-end sensor group is fixed on the car of the construction elevator body.
[0008] The remote manager includes an elevator status simulation module, a timetable module, a real-time position module for the construction elevator in the upward direction, a real-time position module for the construction elevator in the downward direction, a construction elevator operation count control module, and a monitoring module. The real-time position modules for the construction elevator in the upward direction, the real-time position modules for the construction elevator in the downward direction, and the monitoring module transmit data to the elevator status simulation module. The timetable module and the construction elevator operation count control module receive the data output by the elevator status simulation module and control the lifting mechanism.
[0009] The real-time location modules for the upward and downward construction elevators are used to collect the real-time floor coordinates of the construction elevators in the upward and downward directions, respectively. The monitoring module is used to collect the number of personnel entering and exiting the construction elevators and the construction materials accompanying them. The construction elevator operation count control module sequentially calls the construction elevator first-floor travel timetable model, construction elevator operation count model, and simulation model of the elevator status simulation module to obtain the construction elevator operation count that best meets the constraints of the project construction. The timetable module sequentially calls the construction elevator first-floor travel timetable model, construction elevator operation count model, and simulation model of the elevator status simulation module to obtain the construction elevator first-floor travel timetable that best meets the constraints of the project construction. The elevator status simulation module is used to perform real-time calculations using the construction elevator first-floor travel timetable model, construction elevator operation count model, and simulation model.
[0010] The digital construction elevator intelligent management system of the present invention, as a preferred embodiment, includes a construction elevator first-floor travel timetable model that specifically includes a known data definition module, a decisive variable definition module, and a timetable calculation module. Data collected by the construction elevator real-time position module in the upward direction, the construction elevator real-time position module in the downward direction, and the monitoring module are input to the known data definition module. The values assigned to the input data by the known data definition module and the variable values defined by the decisive variable definition module are input to the timetable calculation module.
[0011] In a preferred embodiment of the digital construction elevator intelligent management system described in this invention, the known data definition module defines the following values:
[0012] The floor is labeled L=n, where n represents the nth floor;
[0013] The number of time points is represented by t;
[0014] The density of personnel entering and exiting, as well as accompanying personnel and construction materials, is L=1,2,...,n
[0015] The travel time between floors is tL, where L=2, ...,n;
[0016] The rated load capacity of each construction elevator is Z;
[0017] Define the determinant and dependent variables. The determinant variables include:
[0018] The construction elevator's first-floor travel timetable is shown as follows:
[0019] ;
[0020] in, The initial moment when the construction elevator is at L=1; Let L be the time when the construction elevator leaves L=1 for the i-th time, where i=1,2,...,j.
[0021] In a preferred embodiment of the digital construction elevator intelligent management system described in this invention, the defining parameters of the determinant variable definition module include:
[0022] The time when the construction elevator departs from floor L for the i-th time is denoted as tiL.
[0023] ;
[0024] Where L = 2, 3, ..., n-1;
[0025] The number of people and the amount of construction materials accompanying the construction elevator when it departs from floor L for the i-th time are denoted as: ;
[0026] Where i = 1, 2, ..., j, L = 1, 2, ..., n-1;
[0027] The distribution function of personnel waiting for the construction elevator and construction materials accompanying them on floor L when the construction elevator arrives at floor L for the i-th time: From arrive The number of personnel and accompanying personnel and the number of construction materials during the specified time period are marked as follows: ;
[0028] The number of people waiting for the construction elevator and the number of construction materials accompanying them, distributed over time, are represented as follows: ;
[0029] When the construction elevator arrives at floor L for the i-th time, the number of times the person who has been waiting the longest and the construction materials accompanying them have waited for the construction elevator to make a trip on that floor is represented as: ;
[0030] in, .
[0031] In a preferred embodiment of the digital construction elevator intelligent management system described in this invention, the operating timetable calculation module specifically calculates the following values in sequence:
[0032] After the construction elevator reaches floor L for the i-th time, and after all the personnel and construction materials accompanying them have left the elevator, the remaining number of personnel and construction materials on the elevator is UiL:
[0033] ;
[0034] After the construction elevator reaches floor L for the i-th time, and after the personnel and construction materials accompanying them have left the elevator, the upper bound ViL is the number of personnel and construction materials that the construction elevator on floor L can still accommodate.
[0035] ;
[0036] The amount of personnel waiting for the construction elevator on floor L and the amount of construction materials accompanying them during the period from the (i-1)th departure of the construction elevator from floor L to the ith arrival of the construction elevator on floor L. ;
[0037] ;
[0038] Calculate the amount of personnel and construction materials accompanying the construction elevator, under the actual allowable weight at floor L, after the construction elevator reaches floor L for the i-th time. The steps are as follows:
[0039] Based on the principle of first-come, first-served for using the construction elevator, the following formula is used to determine the maximum value of the number of personnel and accompanying construction materials on floor L who need to use the construction elevator, and the amount of construction materials they need to carry, when the construction elevator arrives on the (i+1)th time. :
[0040] ;
[0041] like ,but and ;
[0042] like ,but and ;
[0043] make ,in, ;
[0044] at the same time, ;
[0045] Calculate the number of personnel and the amount of construction materials accompanying them on the construction elevator at the moment when the construction elevator departs from floor L for the i-th time. :
[0046] like ,but ;
[0047] like ,but ;
[0048] if This means that at this time, all waiting personnel and their accompanying construction materials on that floor can be loaded onto the construction elevator. At this time, the total amount of construction materials for all waiting personnel and accompanying personnel on this floor is: ;
[0049] The construction elevator arrives at floor L for the i-th time. The number of personnel and accompanying construction materials on that floor who have already waited for the construction elevator x times is [data missing]. ,
[0050] The waiting time for personnel and accompanying construction materials is as follows:
[0051] ;
[0052] The peak hours for using construction elevators during construction are determined as follows: ;
[0053] The entire construction elevator was in use during the day. ;
[0054] Peak hours waiting time for construction elevators for:
[0055] ;
[0056] in Indicates the number of minutes exceeding the peak period;
[0057] ;
[0058] in, Indicates the number of minutes exceeding the off-peak period;
[0059] Calculate the percentage of floors with a load capacity below 50% of the rated load capacity. :
[0060] ;
[0061] The load factor should take into account the interests of those using the construction elevator, the waiting time for personnel and construction materials, and the interests of the construction elevator company. Establish the following formula relationship:
[0062] ;
[0063] Where A, B, and C are weighting coefficients determined based on the actual situation of the project, and the timetable is obtained by solving the problem. .
[0064] The digital construction elevator intelligent management system described in this invention, as a preferred embodiment, has the following construction elevator operation frequency model:
[0065] A floor operation model is established, with the number of floors set to L=1,2,...,n, and two time axes: an upward time axis and a downward time axis. Upward and downward construction elevators are set according to the time sequence of the upward and downward time axes. Personnel and accompanying materials are categorized into upward and downward personnel and materials, and converted according to the actual direction of personnel and accompanying materials in the project. An upward construction elevator trip from the first floor to the top floor is counted as one trip according to the upward time axis, and a downward construction elevator trip from the top floor to the first floor is counted as one trip according to the downward time axis. The total number of trips by the construction elevator is the sum of the number of trips by the construction elevator from the first floor to the top floor on the upward time axis and the number of trips by the construction elevator from the top floor to the first floor on the downward time axis.
[0066] Using the waiting time for personnel and accompanying construction materials to the construction elevator as constraints, and the elevator's load capacity as another constraint, a dynamic optimization control chart for the construction elevator is established using a computer simulation method, based on a mathematical model of the elevator's first-floor travel timetable and a model of the number of elevator operations. Based on this dynamic optimization control chart, the optimal first-floor travel timetable and the number of elevator operations suitable for the specific construction project are selected.
[0067] The digital construction elevator intelligent management system described in this invention, as a preferred embodiment, uses a simulation model that incorporates the waiting time for personnel and accompanying construction materials while waiting for the construction elevator, as well as the elevator's load capacity, as constraint indicators. The simulation process is as follows:
[0068] S1. Retrieve the time schedule and the number of times the construction elevator runs, starting from the model of the number of times the construction elevator runs.
[0069] S2, increment the time step by one;
[0070] S3, Produce personnel and construction materials for each floor to take the construction elevator, and the initial construction elevator on the first floor starts to travel to the target floor.
[0071] S4. Deploy the construction elevator according to the personnel and construction materials accompanying them on each floor, for both upward and downward movement.
[0072] S5. Calculate the number of people waiting for the construction elevator on each floor, the accompanying personnel and construction materials, and the total time.
[0073] S6. Determine whether the simulation is complete. If yes, proceed to step S7; otherwise, proceed to step S2.
[0074] S7. Calculate the average waiting time for personnel and accompanying construction materials on the construction elevator, and the expected load capacity of the construction elevator.
[0075] S8. Determine the initial point and first floor construction elevator travel timetable and generate the timetable for each verification time construction elevator to the floor, and determine the planar position of each construction elevator on the construction site.
[0076] S9. Simulation clock, the number of personnel and accompanying personnel and construction materials for each construction elevator, the number of personnel and accompanying personnel and construction materials waiting for the construction elevator on each floor and the statistics are all set to zero.
[0077] S10. Collect the number of personnel and accompanying personnel and construction materials that arrive at a certain floor during the current time period, and sum the number of personnel and accompanying personnel and construction materials that arrive at any floor by the construction elevator.
[0078] S11. Calculate the number of personnel and construction materials accompanying them currently waiting for the construction elevator on this floor.
[0079] S12. Determine whether all floors have been checked. If yes, proceed to step S13; otherwise, proceed to step S10.
[0080] S13. Determine if the current time is the start time for the construction elevator. If yes, proceed to step S14; otherwise, proceed to step S19.
[0081] S14. Determine if there is a construction elevator on the first floor that can be used. If yes, proceed to step S15; otherwise, change the construction elevator's first-floor travel timetable and proceed to step S19.
[0082] S15. Execute the command to start the construction elevator;
[0083] S16. The total number of times the construction elevator runs is reduced by 1. If the location of the construction elevator changes, the number of times the construction elevator runs is increased by 1.
[0084] S17. Calculate the number of personnel and construction materials that need to be taken to the construction elevator on the first floor, and the time the construction elevator stops on the first floor.
[0085] S18. Generate the time and number of floors reached in sequence according to the timeline, as well as the number of personnel exiting the construction elevator and the number of construction materials accompanying them.
[0086] S19. Determine whether the arrival time is based on the timeline. If yes, proceed to step S20; otherwise, proceed to step S24.
[0087] S20. Determine if it is the first layer. If yes, proceed to step S21; otherwise, proceed to step S23.
[0088] S21. Determine if the time axis is a cyclic time axis. If yes, proceed to step S23; otherwise, proceed to step S22.
[0089] S22. Increase the number of times the construction elevator runs by 1 time, then proceed to step S24.
[0090] S23. Read the floor number entered for this floor;
[0091] S24. Determine whether the number of times the construction elevator runs has been read and entered for each construction elevator operation. If yes, proceed to step S25; otherwise, proceed to step S19.
[0092] S25. Determine if there is a construction elevator to this floor. If yes, proceed to step S32; otherwise, proceed to step S26.
[0093] S26. Determine whether the floor reached is the first floor. If yes, proceed to step S30; otherwise, proceed to step S27.
[0094] S27. Calculate the number of construction materials for the personnel and accompanying personnel in the construction elevator, the number that the construction elevator can still accommodate, the number of construction materials for the personnel and accompanying personnel on the construction elevator, and the time for going up and down the construction elevator.
[0095] S28. Change the number of waiting personnel and accompanying personnel on this floor;
[0096] S29. After calculating the arrival time and number of the next floor, proceed to step S32.
[0097] S30. Calculate the time for personnel and accompanying personnel to descend the construction elevator with their construction materials. At this time, the construction elevator is empty.
[0098] S31. Prepare the construction materials for the personnel and accompanying personnel waiting to board the construction elevator, calculate the number of times the construction elevator is used in cycles, select the first floor travel time of the construction elevator with the smallest numerical error, and select the number of times the construction elevator runs with the smallest numerical error.
[0099] S32. Determine if it is the last floor of the timetable. If yes, proceed to step S33; otherwise, proceed to step S25.
[0100] S33. Confirm the first floor travel time of the construction elevator and the number of times the construction elevator runs.
[0101] The beneficial effects of this invention are as follows:
[0102] (1) This system effectively solves the problems of low utilization rate and long waiting time for construction elevators for on-site workers;
[0103] (2) Based on this system, elevator dispatching can match the optimal location of the construction elevator to the construction workers;
[0104] (3) This system can solve on-site tasks more quickly, greatly improve the on-site service efficiency of construction elevators, efficiently manage the on-site construction elevator operation process, and improve the service efficiency of construction elevators.
[0105] (4) This system provides a digital mathematical model, which solves the problem that the actual operation of construction elevators cannot be controlled in a timely manner and that the operating cost of construction elevators lacks scientific evaluation indicators.
[0106] (5) This invention adopts one machine and one full process data, realizes digital viewing and feedback of real-time progress, optimizes multi-dimensional evaluation, realizes intelligent management, realizes dynamic management of construction elevators according to the actual site, makes construction elevator management easier, allows construction elevators to create greater economic value, and makes construction elevator operation safer.
[0107] (6) The system is fully digital and real-time data avoids elevator operator fatigue and prevents construction elevators from being neglected or not maintained or inspected beyond the maintenance cycle or maintenance mileage. Attached Figure Description
[0108] Figure 1 This is a schematic diagram of a digital construction elevator intelligent management system;
[0109] Figure 2 A schematic diagram of a remote manager for a digital construction elevator intelligent management system;
[0110] Figure 3 This is a schematic diagram of an elevator status simulation module in a digital construction elevator intelligent management system.
[0111] Figure label:
[0112] 1. Construction elevator body; 2. Elevator end sensor group; 3. Lifting mechanism; 4. Remote manager; 41. Elevator status simulation module; 411. Known data definition module; 412. Determinant variable definition module; 413. Running timetable calculation module; 42. Timetable module; 43. Real-time position module of construction elevator in the upward direction; 44. Real-time position module of construction elevator in the downward direction; 45. Construction elevator running frequency control module; 46. Monitoring module. Detailed Implementation
[0113] The technical solutions of the present invention will be clearly and completely described below with reference to the accompanying drawings of the embodiments of the present invention. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Example 1
[0114] like Figure 1 As shown, a digital construction elevator intelligent management system includes a construction elevator body 1, an elevator end sensor group 2, a lifting mechanism 3, and a remote manager 4. The construction elevator body 1 is located inside and outside the building and moves vertically. The lifting mechanism 3 is located at the top of the building, and its output end is connected to the construction elevator body 1. The remote manager 4 controls the movement of the lifting mechanism 3. The elevator end sensor group 2 is a position sensor with a timestamp. The elevator end sensor group 2 is connected to the remote manager 4 via a signal connection. The elevator end sensor group 2 is fixed on the car of the construction elevator body 1.
[0115] like Figure 2 As shown, the remote manager 4 includes an elevator status simulation module 41, a timetable module 42, an upward construction elevator real-time position module 43, a downward construction elevator real-time position module 44, a construction elevator operation count control module 45, and a monitoring module 46. The upward construction elevator real-time position module 43, the downward construction elevator real-time position module 44, and the monitoring module 46 transmit data to the elevator status simulation module 41. The timetable module 42 and the construction elevator operation count control module 45 receive the data output by the elevator status simulation module 41 and control the lifting mechanism 3.
[0116] The real-time position module 43 for the upward construction elevator and the real-time position module 44 for the downward construction elevator are used to collect the real-time floor position coordinates of the construction elevator in the upward and downward directions, respectively. The monitoring module 46 is used to collect the number of personnel entering and exiting the construction elevator and the number of construction materials accompanying them. The construction elevator operation count control module 45 sequentially calls the construction elevator first-floor travel timetable model, construction elevator operation count model and simulation model of the elevator state simulation module 41 to obtain the construction elevator operation count that best meets the constraints in the project construction. The timetable module 42 sequentially calls the construction elevator first-floor travel timetable model, construction elevator operation count model and simulation model of the elevator state simulation module 41 to obtain the construction elevator first-floor travel timetable that best meets the constraints in the project construction. The elevator state simulation module 41 is used to perform real-time calculations through the construction elevator first-floor travel timetable model, construction elevator operation count model and simulation model.
[0117] like Figure 3As shown, the elevator state simulation module 41 specifically includes a known data definition module 411, a decisive variable definition module 412, and a timetable calculation module 413. The real-time position module 43 of the construction elevator in the upward direction, the real-time position module 44 of the construction elevator in the downward direction, and the monitoring module 46 collect data and input them to the known data definition module. The known data definition module 411 assigns values to the input data and inputs the variable values defined by the decisive variable definition module 412 to the timetable calculation module 413.
[0118] The known data definition module 411 defines the following numerical values:
[0119] The floor is labeled L=n, where n represents the nth floor;
[0120] The number of time points is represented by t;
[0121] The density of personnel entering and exiting, as well as accompanying personnel and construction materials, is L=1,2,...,n
[0122] The travel time between floors is tL, where L=2, ...,n;
[0123] The rated load capacity of each construction elevator is Z;
[0124] Define the determinant and dependent variables. The determinant variables include:
[0125] The construction elevator's first-floor travel timetable is shown as follows: ;
[0126] in, The initial moment when the construction elevator is at L=1; Let L be the time when the construction elevator leaves L=1 for the i-th time, where i=1,2,...,j.
[0127] Deterministic variable definition module 412 defines numerical values including:
[0128] The time when the construction elevator departs from floor L for the i-th time is denoted as t. iL ,
[0129] ;
[0130] Where L = 2, 3, ..., n-1;
[0131] The number of people and the amount of construction materials accompanying the construction elevator when it departs from floor L for the i-th time are denoted as: ;
[0132] Where i = 1, 2, ..., j, L = 1, 2, ..., n-1;
[0133] The distribution function of personnel waiting for the construction elevator and construction materials accompanying them on floor L when the construction elevator arrives at floor L for the i-th time: From arrive The number of personnel and accompanying personnel and the number of construction materials during the specified time period are marked as follows: ;
[0134] The number of people waiting for the construction elevator and the number of construction materials accompanying them, distributed over time, are represented as follows: ;
[0135] When the construction elevator arrives at floor L for the i-th time, the number of times the person who has been waiting the longest and the construction materials accompanying them have waited for the construction elevator to make a trip on that floor is represented as: ;
[0136] in, .
[0137] The specific calculated values of the timetable calculation module 413 include, in order:
[0138] After the construction elevator reaches floor L for the i-th time, and after all the personnel and construction materials accompanying them have left the elevator, the remaining number of personnel and construction materials on the elevator is UiL:
[0139] ;
[0140] After the construction elevator reaches floor L for the i-th time, and after the personnel and construction materials accompanying them have left the elevator, the upper bound ViL is the number of personnel and construction materials that the construction elevator on floor L can still accommodate.
[0141] ;
[0142] The amount of personnel waiting for the construction elevator on floor L and the amount of construction materials accompanying them during the period from the (i-1)th departure of the construction elevator from floor L to the ith arrival of the construction elevator on floor L. ;
[0143] ;
[0144] Calculate the amount of personnel and construction materials accompanying the construction elevator, under the actual allowable weight at floor L, after the construction elevator reaches floor L for the i-th time. The steps are as follows:
[0145] Based on the principle of first-come, first-served for using the construction elevator, the following formula is used to determine the maximum value of the number of personnel and accompanying construction materials on floor L who need to use the construction elevator, and the amount of construction materials they need to carry, when the construction elevator arrives on the (i+1)th time. :
[0146] ;
[0147] like ,but and ;
[0148] like ,but and ;
[0149] make ,in, ;
[0150] at the same time, ;
[0151] Calculate the number of personnel and the amount of construction materials accompanying them on the construction elevator at the moment when the construction elevator departs from floor L for the i-th time. :
[0152] like ,but ;
[0153] like ,but ,
[0154] The construction elevator arrives at floor L for the i-th time. The number of personnel and accompanying construction materials on that floor who have already waited for the construction elevator x times is [data missing]. ;
[0155] The waiting time for personnel and accompanying construction materials is as follows:
[0156] ;
[0157] The peak hours for using construction elevators during construction are determined as follows: ,
[0158] The entire construction elevator was in use during the day. ,
[0159] Peak hours waiting time for construction elevators for:
[0160] ;
[0161] in Indicates the number of minutes exceeding the peak period;
[0162] ;
[0163] in, Indicates the number of minutes exceeding the off-peak period;
[0164] Calculate the percentage of floors with a load capacity below 50% of the rated load capacity. :
[0165] ;
[0166] The load factor should take into account the interests of those using the construction elevator, the waiting time for personnel and construction materials, and the interests of the construction elevator company. Establish the following formula relationship:
[0167] ;
[0168] Where A, B, and C are weighting coefficients determined based on the actual situation of the project, and the timetable is obtained by solving the problem. .
[0169] The specific model for the number of operation times of construction elevators is as follows:
[0170] A floor operation model is established, with the number of floors set to L=1,2,...,n, and two time axes: an upward time axis and a downward time axis. Upward and downward construction elevators are set according to the time sequence of the upward and downward time axes. Personnel and accompanying materials are categorized into upward and downward personnel and materials, and converted according to the actual direction of personnel and accompanying materials in the project. An upward construction elevator trip from the first floor to the top floor is counted as one trip according to the upward time axis, and a downward construction elevator trip from the top floor to the first floor is counted as one trip according to the downward time axis. The total number of trips by the construction elevator is the sum of the number of trips by the construction elevator from the first floor to the top floor on the upward time axis and the number of trips by the construction elevator from the top floor to the first floor on the downward time axis.
[0171] The simulation model specifically uses the waiting time for personnel and accompanying construction materials while waiting for the construction elevator, as well as the load capacity of the construction elevator, as constraints to simulate the process. The simulation flow is as follows:
[0172] S1. Retrieve the time schedule and the number of times the construction elevator runs, starting from the model of the number of times the construction elevator runs.
[0173] S2, increment the time step by one;
[0174] S3, Produce personnel and construction materials for each floor to take the construction elevator, and the initial construction elevator on the first floor starts to travel to the target floor.
[0175] S4. Deploy the construction elevator according to the personnel and construction materials accompanying them on each floor, for both upward and downward movement.
[0176] S5. Calculate the number of people waiting for the construction elevator on each floor, the accompanying personnel and construction materials, and the total time.
[0177] S6. Determine whether the simulation is complete. If yes, proceed to step S7; otherwise, proceed to step S2.
[0178] S7. Calculate the average waiting time for personnel and accompanying construction materials on the construction elevator, and the expected load capacity of the construction elevator.
[0179] S8. Determine the initial point and first floor construction elevator travel timetable and generate the timetable for each verification time construction elevator to the floor, and determine the planar position of each construction elevator on the construction site.
[0180] S9. Simulation clock, the number of personnel and accompanying personnel and construction materials for each construction elevator, the number of personnel and accompanying personnel and construction materials waiting for the construction elevator on each floor and the statistics are all set to zero.
[0181] S10. Collect the number of personnel and accompanying personnel and construction materials that arrive at a certain floor during the current time period, and sum the number of personnel and accompanying personnel and construction materials that arrive at any floor by the construction elevator.
[0182] S11. Calculate the number of personnel and construction materials accompanying them currently waiting for the construction elevator on this floor.
[0183] S12. Determine whether all floors have been checked. If yes, proceed to step S13; otherwise, proceed to step S10.
[0184] S13. Determine if the current time is the start time for the construction elevator. If yes, proceed to step S14; otherwise, proceed to step S19.
[0185] S14. Determine if there is a construction elevator on the first floor that can be used. If yes, proceed to step S15; otherwise, change the construction elevator's first-floor travel timetable and proceed to step S19.
[0186] S15. Execute the command to start the construction elevator;
[0187] S16. The total number of times the construction elevator runs is reduced by 1. If the location of the construction elevator changes, the number of times the construction elevator runs is increased by 1.
[0188] S17. Calculate the number of personnel and construction materials that need to be taken to the construction elevator on the first floor, and the time the construction elevator stops on the first floor.
[0189] S18. Generate the time and number of floors reached in sequence according to the timeline, as well as the number of personnel exiting the construction elevator and the number of construction materials accompanying them.
[0190] S19. Determine whether the arrival time is based on the timeline. If yes, proceed to step S20; otherwise, proceed to step S24.
[0191] S20. Determine if it is the first layer. If yes, proceed to step S21; otherwise, proceed to step S23.
[0192] S21. Determine if the time axis is a cyclic time axis. If yes, proceed to step S23; otherwise, proceed to step S22.
[0193] S22. Increase the number of times the construction elevator runs by 1 time, then proceed to step S24.
[0194] S23. Read the floor number entered for this floor;
[0195] S24. Determine whether the number of times the construction elevator runs has been read and entered for each construction elevator operation. If yes, proceed to step S25; otherwise, proceed to step S19.
[0196] S25. Determine if there is a construction elevator to this floor. If yes, proceed to step S32; otherwise, proceed to step S26.
[0197] S26. Determine whether the floor reached is the first floor. If yes, proceed to step S30; otherwise, proceed to step S27.
[0198] S27. Calculate the number of construction materials for the personnel and accompanying personnel in the construction elevator, the number that the construction elevator can still accommodate, the number of construction materials for the personnel and accompanying personnel on the construction elevator, and the time for going up and down the construction elevator.
[0199] S28. Change the number of waiting personnel and accompanying personnel on this floor;
[0200] S29. After calculating the arrival time and number of the next floor, proceed to step S32.
[0201] S30. Calculate the time for personnel and accompanying personnel to descend the construction elevator with their construction materials. At this time, the construction elevator is empty.
[0202] S31. Prepare the construction materials for the personnel and accompanying personnel waiting to board the construction elevator, calculate the number of times the construction elevator is used in cycles, select the first floor travel time of the construction elevator with the smallest numerical error, and select the number of times the construction elevator runs with the smallest numerical error.
[0203] S32. Determine if it is the last floor of the timetable. If yes, proceed to step S33; otherwise, proceed to step S25.
[0204] S33. Confirm the first floor travel time of the construction elevator and the number of times the construction elevator runs.
[0205] The above description is only a preferred embodiment of the present invention, but the scope of protection of the present invention is not limited thereto. Any equivalent substitutions or modifications made by those skilled in the art within the scope of the technology disclosed in the present invention, based on the technical solution and inventive concept of the present invention, should be covered within the scope of protection of the present invention.
Claims
1. A digital construction elevator intelligent management system, characterized in that: The system includes a construction elevator body (1), an elevator end sensor group (2), a lifting mechanism (3), and a remote manager (4). The construction elevator body (1) is located inside and outside the building and moves vertically. The lifting mechanism (3) is located at the top of the building. The output end of the lifting mechanism (3) is connected to the construction elevator body (1). The remote manager (4) controls the movement of the lifting mechanism (3). The elevator end sensor group (2) is a position sensor with a timestamp. The elevator end sensor group (2) is connected to the remote manager (4) via a signal. The elevator end sensor group (2) is fixed on the car of the construction elevator body (1). The remote manager (4) includes an elevator status simulation module (41), a timetable module (42), an upward construction elevator real-time position module (43), a downward construction elevator real-time position module (44), a construction elevator operation count control module (45), and a monitoring module (46). The upward construction elevator real-time position module (43), the downward construction elevator real-time position module (44), and the monitoring module (46) transmit data to the elevator status simulation module (41). The timetable module (42) and the construction elevator operation count control module (45) receive the data output by the elevator status simulation module (41) and control the lifting mechanism (3). The real-time position module (43) for the upward construction elevator and the real-time position module (44) for the downward construction elevator are used to collect the real-time floor position coordinates of the construction elevators in the upward and downward directions, respectively. The monitoring module (46) is used to collect the number of personnel entering and exiting the construction elevator and the construction materials accompanying them. The construction elevator operation count control module (45) sequentially calls the construction elevator first-floor travel timetable model, construction elevator operation count model and simulation model of the elevator state simulation module (41) to obtain the construction elevator operation count that best meets the constraints in the construction project. The timetable module (42) sequentially calls the construction elevator first-floor travel timetable model, construction elevator operation count model and simulation model of the elevator state simulation module (41) to obtain the construction elevator first-floor travel timetable that best meets the constraints in the construction project. The elevator state simulation module (41) is used to perform real-time calculations through the construction elevator first-floor travel timetable model, construction elevator operation count model and simulation model.
2. The digital construction elevator intelligent management system according to claim 1, characterized in that: The elevator state simulation module (41) specifically includes a known data definition module (411), a decisive variable definition module (412), and a timetable calculation module (413). The real-time position module (43) of the construction elevator in the upward direction, the real-time position module (44) of the construction elevator in the downward direction, and the monitoring module (46) collect data and input them to the known data definition module (411). The known data definition module (411) assigns values to the input data and inputs the variable values defined by the decisive variable definition module (412) to the timetable calculation module (413).
3. The intelligent management system for digital construction elevators according to claim 2, characterized in that: The known data definition module (411) defines the following numerical values: The floor is labeled L=n, where n represents the nth floor; The number of time points is represented by t; The density of personnel entering and exiting, as well as accompanying personnel and construction materials, is L=1,2,...,n The travel time between floors is tL, where L=2, ...,n; The rated load capacity of each construction elevator is Z; Define the determinant variables and the relevant variables, wherein the determinant variables include: The construction elevator's first-floor travel timetable is shown as follows: in, The construction elevator initially operates at time L=1; Let L be the time when the construction elevator leaves L=1 for the i-th time, where i=1,2,...,j.
4. The intelligent management system for digital construction elevators according to claim 3, characterized in that: The determinant variable definition module (412) defines the numerical values including: The time when the construction elevator departs from the Lth floor for the ith time is denoted as t iL , ; Where L = 2, 3, ..., n-1; The number of people and the amount of construction materials accompanying the construction elevator when it departs from floor L for the i-th time are denoted as: , Where i = 1, 2, ..., j, L = 1, 2, ..., n-1; The distribution function of personnel waiting for the construction elevator and construction materials accompanying them on floor L when the construction elevator arrives at floor L for the i-th time: From arrive The number of personnel and accompanying personnel and the number of construction materials during the specified time period are marked as follows: ; The number of people waiting for the construction elevator and the number of construction materials accompanying them, distributed over time, are represented as follows: ; When the construction elevator arrives at floor L for the i-th time, the number of times the person who has been waiting the longest and the construction materials accompanying them have waited for the construction elevator to make a trip on that floor is represented as: ; in, .
5. The intelligent management system for digital construction elevators according to claim 4, characterized in that: The specific calculation values of the running timetable calculation module (413) include: After the construction elevator reaches floor L for the i-th time, and after all the personnel and construction materials accompanying them have left the elevator, the remaining number of personnel and construction materials on the elevator is UiL: ; After the construction elevator reaches floor L for the i-th time, and after the personnel and construction materials accompanying them have left the elevator, the upper bound ViL is the number of personnel and construction materials that the construction elevator on floor L can still accommodate. ; The amount of personnel waiting for the construction elevator on floor L and the amount of construction materials accompanying them during the period from the (i-1)th departure of the construction elevator from floor L to the ith arrival of the construction elevator on floor L. ; ; Calculate the amount of personnel and construction materials accompanying the construction elevator, under the actual allowable weight at floor L, after the construction elevator reaches floor L for the i-th time. The steps are as follows: Based on the principle of first-come, first-served for using the construction elevator, the following formula is used to determine the maximum value of the number of personnel and accompanying construction materials on floor L who need to use the construction elevator, and the amount of materials they need to carry, when the construction elevator arrives on the (i+1)th time. : ; like ,but and ; like ,but and ; make ,in, ; at the same time, , Calculate the number of personnel and the amount of construction materials accompanying them on the construction elevator at the moment when the construction elevator departs from floor L for the i-th time. : like ,but , Right now At that time, the amount of construction materials for all waiting personnel and accompanying personnel on that floor was , like ,but , The construction elevator arrives at floor L for the i-th time. The number of personnel and accompanying construction materials on that floor who have already waited for the construction elevator x times is [data missing]. , The waiting time for personnel and accompanying construction materials is as follows: ; The peak hours for using construction elevators during construction are determined as follows: , The entire construction elevator was in use during the day. , Peak hours waiting time for construction elevators for: ; in Indicates the number of minutes exceeding the peak period; ; in, Indicates the number of minutes exceeding the off-peak period; Calculate the percentage of floors with a load capacity below 50% of the rated load capacity. : ; The load factor should take into account the interests of those using the construction elevator, the waiting time for personnel and construction materials, and the interests of the construction elevator company. Establish the following formula relationship: ; Where A, B, and C are weighting coefficients determined based on the actual situation of the project, and the timetable is obtained by solving the problem. .
6. The intelligent management system for digital construction elevators according to claim 5, characterized in that: The specific model for the number of operations of the construction elevator is as follows: A floor operation model is established, with the number of floors set to L=1,2,...,n, and two time axes: an upward time axis and a downward time axis. Upward and downward construction elevators are set according to the time sequence of the upward and downward time axes. Personnel and accompanying materials are categorized into upward and downward personnel and materials, and converted according to the actual direction of personnel and accompanying materials in the project. The upward construction elevator's journey from the first floor to the top floor, as described on the upward time axis, is counted as one trip; the downward construction elevator's journey from the top floor to the first floor, as described on the downward time axis, is counted as one trip. The total number of trips by the construction elevator is the sum of the number of trips by the construction elevator from the first floor to the top floor on the upward time axis and the number of trips by the construction elevator from the top floor to the first floor on the downward time axis.
7. The intelligent management system for digital construction elevators according to claim 6, characterized in that: The simulation model specifically uses the waiting time for personnel and accompanying construction materials to wait for the construction elevator, as well as the load factor of the construction elevator, as constraints to simulate the process. The simulation flow is as follows: S1. Retrieve the time schedule and the number of times the construction elevator runs, starting from the model of the number of times the construction elevator runs. S2, increment the time step by one; S3, Produce personnel and construction materials for each floor to take the construction elevator, and the initial construction elevator on the first floor starts to travel to the target floor. S4. Deploy the construction elevator according to the personnel and construction materials accompanying them on each floor, for both upward and downward movement. S5. Calculate the number of people waiting for the construction elevator on each floor, the construction materials accompanying them, and the total time. S6. Determine whether the simulation is complete. If yes, proceed to step S7; otherwise, proceed to step S2. S7. Calculate the average waiting time for personnel and accompanying construction materials on the construction elevator, and the expected load capacity of the construction elevator. S8. Determine the initial point and first floor construction elevator travel timetable and generate the timetable for each verification time construction elevator to the floor, and determine the planar position of each construction elevator on the construction site. S9. The initial values of the analog clock, the number of personnel and accompanying personnel and construction materials for each construction elevator, and the number of personnel and accompanying personnel and construction materials waiting for the construction elevator on each floor are set to zero. S10. Collect the number of personnel and accompanying construction materials that arrive at a certain floor during the current time period, and sum the number of personnel and accompanying construction materials that arrive at any floor via the construction elevator. S11. Calculate the number of personnel and construction materials currently waiting for the construction elevator on this floor. S12. Determine whether all floors have been checked. If yes, proceed to step S13; otherwise, proceed to step S10. S13. Determine if the current time is the start time for the construction elevator. If yes, proceed to step S14; otherwise, proceed to step S19. S14. Determine if there is a construction elevator on the first floor that can be used. If yes, proceed to step S15; otherwise, change the construction elevator's first-floor travel timetable and proceed to step S19. S15. Execute the command to start the construction elevator; S16. The total number of times the construction elevator runs is reduced by 1. If the location of the construction elevator changes, the number of times the construction elevator runs is increased by 1. S17. Calculate the number of personnel and construction materials accompanying them who need to take the construction elevator on the first floor, and the time the construction elevator stops on the first floor. S18. Generate the time and number of floors reached in sequence according to the timeline, as well as the number of personnel exiting the construction elevator and the number of construction materials accompanying them. S19. Determine whether this floor was reached according to the timeline. If yes, proceed to step S20; otherwise, proceed to step S24. S20. Determine if it is the first layer. If yes, proceed to step S21; otherwise, proceed to step S23. S21. Determine if the time axis is a cyclic time axis. If yes, proceed to step S23; otherwise, proceed to step S22. S22. Increase the number of times the construction elevator runs by 1 time, then proceed to step S24. S23. Read the floor number entered for this floor; S24. Determine whether the number of times the construction elevator runs has been read and entered for each construction elevator operation. If yes, proceed to step S25; otherwise, proceed to step S19. S25. Determine if there is a construction elevator to this floor. If yes, proceed to step S32; otherwise, proceed to step S26. S26. Determine whether the floor reached is the first floor. If yes, proceed to step S30; otherwise, proceed to step S27. S27. Calculate the number of construction materials for the personnel and accompanying personnel in the construction elevator, the number that the construction elevator can still accommodate, the number of construction materials for the personnel and accompanying personnel on the construction elevator, and the time for going up and down the construction elevator. S28. Change the number of waiting personnel and accompanying personnel on this floor; S29. After calculating the arrival time and number of the next floor, proceed to step S32. S30. Calculate the time for personnel and accompanying personnel to descend the construction elevator with their construction materials. At this time, the construction elevator is empty. S31. Prepare the construction materials for the personnel and accompanying personnel waiting to board the construction elevator, calculate the number of times the construction elevator is used in cycles, select the first floor travel time of the construction elevator with the smallest numerical error, and select the number of times the construction elevator runs with the smallest numerical error. S32. Determine if it is the last floor of the timetable. If yes, proceed to step S33; otherwise, proceed to step S25. S33. Confirm the first floor travel time of the construction elevator and the number of times the construction elevator runs.
Citation Information
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