Unmanned aerial vehicle photovoltaic construction workload statistical method
The photovoltaic construction data is obtained through drones, the workload is calculated and the worker allocation is adjusted, which solves the problems of workload statistics and progress control in photovoltaic construction, and improves construction efficiency and progress management.
Patent Information
- Application Number
- CN202411315015.7
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-20
- Publication Date
- 2025-01-07
AI Technical Summary
During the large-area photovoltaic construction process, it is difficult for the existing technology to accurately count the workload of each shift, resulting in difficulty in controlling the construction progress and unreasonable allocation of workers, which affects construction efficiency.
UAV patrols to obtain the installation number of photovoltaic panels, photovoltaic brackets and foundation piles, calculate the daily construction workload, and conduct statistics based on the formula P=A*T1+B*T2+C*T3, and adjust workers according to actual conditions. Quantity and working hours ensure coordination of workload.
Accurate statistics and progress control of photovoltaic construction workload have been achieved, workers have been allocated reasonably, and construction efficiency and progress management have been improved.
Smart Images

Figure CN119273216A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of photovoltaic construction scheduling, and in particular to a method for counting the workload of unmanned aerial vehicle photovoltaic construction. Background Art
[0002] Photovoltaic construction mainly includes the erection of foundation piles, the installation of photovoltaic brackets and the installation of photovoltaic panels. At present, in the process of large-scale photovoltaic construction, on-site personnel are divided into shifts according to the above work content, and each shift is divided into several groups; in addition, in order to ensure the coordination of the workload of each part, a dispatching team is generally set up, and the dispatching team will be allocated to the three construction teams as needed every day / week.
[0003] The photovoltaic bracket can only be installed 3-5 days after the foundation piles are erected, and then the photovoltaic panels can be installed. Therefore, counting the workload of each shift is of great significance for the smooth construction of photovoltaic construction. To this end, the present invention provides a method for counting the workload of unmanned aerial vehicle photovoltaic construction. Summary of the invention
[0004] In order to solve the above shortcomings and deficiencies of the prior art, the purpose of the present invention is to provide a method for counting the workload of photovoltaic construction by unmanned aerial vehicles.
[0005] The technical solution of the present invention is:
[0006] A method for counting the workload of unmanned aerial vehicle photovoltaic construction, comprising the following steps:
[0007] Use drone inspections to obtain the number of photovoltaic panels installed each day (A), the number of photovoltaic brackets installed (B), and the number of foundation piles installed (C);
[0008] Calculate the daily photovoltaic construction workload P:
[0009] P=A*T1+B*T2+C*T3①;
[0010] In formula ①, T1 represents the equivalent time for one person to install a photovoltaic panel, T2 represents the equivalent time for one person to install a photovoltaic bracket, and T3 represents the equivalent time for one person to set up a foundation pile;
[0011] Compare the daily PV construction workload P with the daily PV construction workload P expected by the engineering task schedule 预期 , when P<P 预期 When the situation changes, extend the daily working hours of workers or increase the number of workers;
[0012] Assign x number of workers to install photovoltaic panels, y number of workers to install photovoltaic brackets, and z number of workers to erect foundation piles;
[0013]
[0014] x+y+z=Q ③;
[0015] In formula ③, Q represents the total number of workers.
[0016] Preferably, the engineering task arranges the expected daily photovoltaic construction workload P 预期 The calculation method is as follows:
[0017]
[0018] In formula ④, M represents the total number of photovoltaic panels to be installed, D represents the expected number of days to complete the project, and η represents the working time unsaturation rate.
[0019] Preferably, the method of using drones to inspect and obtain the number A of photovoltaic panels installed, the number B of photovoltaic brackets installed, and the number C of foundation piles installed each day specifically includes the following steps:
[0020] Remotely control the drone to obtain feature images above the work site;
[0021] Extract the area S of the planned site and the area S of the installed photovoltaic panels from the feature image A , the area S where the photovoltaic bracket is installed B 、The area of the area where the foundation piles have been set up S C ;
[0022] in accordance with Calculate the number of photovoltaic panels installed A0, the number of photovoltaic brackets installed B0, and the number of foundation piles erected C0 that have been completed as of the day, where a represents the total number of photovoltaic panels installed, b represents the total number of photovoltaic brackets installed, and c represents the total number of foundation piles erected;
[0023] Every day, a set of installed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles completed as of that day are obtained. The installed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles completed as of that day are obtained on that day and the installed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles completed as of that day are subtracted from the previous day's completed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles to obtain the installed quantities A of photovoltaic panels, B of photovoltaic brackets, and C of foundation piles for that day.
[0024] Preferably, the equivalent time T1 for one person to install a photovoltaic panel, the equivalent time T2 for one person to install a photovoltaic bracket, and the equivalent time T3 for one person to set up a foundation pile are all obtained through observation experiments.
[0025] Preferably, the method further comprises: accumulating and summing the photovoltaic construction workload P each day to obtain the total photovoltaic construction workload P 总 , the total photovoltaic construction work completed P 总 Used to reflect the progress of photovoltaic construction.
[0026] Preferably, the method further includes: marking the working days when the number of photovoltaic panels installed A ≤ the number of photovoltaic brackets installed B ≤ the number of foundation piles erected C per day is not satisfied.
[0027] Preferably, the method further includes: judging the value of Qt-P, and judging that the worker's workload is not saturated when the value of Qt-P is greater than a first threshold, wherein t represents the worker's daily working hours.
[0028] Preferably, it also includes: counting the number A of photovoltaic panels installed, the number B of photovoltaic brackets installed, and the number C of foundation piles installed each day submitted by the statistical team.
[0029] The beneficial effects of the present invention are as follows: compared with the prior art, the present invention obtains the equivalent time T1 for one person to install a photovoltaic panel, the equivalent time T2 for one person to install a photovoltaic bracket, and the equivalent time T3 for one person to set up a foundation pile through observation experiments, and calculates the daily photovoltaic construction workload P according to the formula P=A*T1+B*T2+C*T3, so that the workload of the day can be more accurately counted, and the daily photovoltaic construction workload P can be accumulated and calculated, so that the actual construction progress can be accurately obtained, and a method based on the calculation method is designed. The number of workers x for installing photovoltaic panels, the number of workers y for installing photovoltaic brackets, and the number of workers z for setting up foundation piles are reasonably allocated to ensure the smooth progress of each task. BRIEF DESCRIPTION OF THE DRAWINGS
[0030] Figure 1 This is a schematic diagram of the plan distribution of the photovoltaic construction site. DETAILED DESCRIPTION
[0031] The invention is further described below in conjunction with the accompanying drawings and specific embodiments:
[0032] refer to Figure 1 A method for counting the workload of photovoltaic construction by using a drone includes the following steps: using a drone to inspect and obtain the number A of photovoltaic panels installed, the number B of photovoltaic brackets installed, and the number C of foundation piles erected every day.
[0033] The installation quantity A of photovoltaic panels can be the actual number of photovoltaic panels of standard area installed, the installation quantity B of photovoltaic brackets can be the corresponding number of photovoltaic panels of standard area that can be installed by the photovoltaic brackets, and the erection quantity C of foundation piles can be the corresponding number of installed photovoltaic brackets and converted into the corresponding number of photovoltaic panels of standard area that can be installed. That is, completing the installation quantity A of one photovoltaic panel, the installation quantity B of photovoltaic brackets and the erection quantity C of foundation piles is equivalent to completing the installation of one photovoltaic panel on average.
[0034] The specific steps include:
[0035] Remotely controlled drones are used to obtain feature images above the work site.
[0036] The remote-controlled drone flies above the work site to conduct a panoramic observation, and uses the camera carried by the drone to take a panoramic picture of the work site.
[0037] like Figure 1 As shown in , the area S of the planned site and the area S of the installed photovoltaic panels are extracted from the feature image. A , the area S where the photovoltaic bracket is installed B 、The area of the area where the foundation piles have been set up S C .
[0038] The area S of the planned site corresponds to the number of photovoltaic panels to be installed, so it is different from the actual measured area S of the photovoltaic bracket installation area. B The ratio is equivalent to the ratio of the total number a to the number of photovoltaic panels installed A0, and by analogy, B0 and C0 can be obtained.
[0039] in accordance with Calculate the number of photovoltaic panels installed A0, the number of photovoltaic brackets installed B0, and the number of foundation piles erected C0 that have been completed as of the day, where a represents the total number of photovoltaic panels installed, b represents the total number of photovoltaic brackets installed, and c represents the total number of foundation piles erected.
[0040] Every day, a set of installed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles completed as of that day are obtained. The installed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles completed as of that day are obtained on that day and the installed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles completed as of that day are subtracted from the previous day's completed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles to obtain the installed quantities A of photovoltaic panels, B of photovoltaic brackets, and C of foundation piles for that day.
[0041] An observation experiment was used to obtain the equivalent time T1 for one person to install a photovoltaic panel, the equivalent time T2 for one person to install a photovoltaic bracket, and the equivalent time T3 for one person to set up a foundation pile.
[0042] Specifically, observe the time t taken by a group of 5 people to install 10 photovoltaic panels, then T=t / 5*10. After observing multiple groups and taking the average value, we can get the equivalent time T1 for one person to install a photovoltaic panel. Similarly, we can get the equivalent time T2 for one person to install a photovoltaic bracket and the equivalent time T3 for one person to set up a foundation pile.
[0043] Calculate the daily photovoltaic construction workload P:
[0044] P=A*T1+B*T2+C*T3①;
[0045] In formula ①, T1 represents the equivalent time for one person to install a photovoltaic panel, T2 represents the equivalent time for one person to install a photovoltaic bracket, and T3 represents the equivalent time for one person to set up a foundation pile.
[0046] The statistics team submits the daily number of installed photovoltaic panels A, the number of installed photovoltaic brackets B, and the number of foundation piles C. This data is compared with the daily number of installed photovoltaic panels A, the number of installed photovoltaic brackets B, and the number of foundation piles C obtained by remote-controlled drones to determine whether there is false data in the data reported by the personnel.
[0047] It is also possible to compare the daily PV construction workload P with the daily PV construction workload P expected by the engineering task schedule. 预期 , when P<P 预期 When constructing a project, extend the daily working hours of workers or increase the number of workers in order to reasonably control the number of construction workers and the construction market, and better control the construction progress.
[0048] Allocate the number of workers x for installing photovoltaic panels, the number of workers y for installing photovoltaic brackets, and the number of workers z for erecting foundation piles; among which the number of workers x for installing photovoltaic panels, the number of workers y for installing photovoltaic brackets, and the number of workers z for erecting foundation piles satisfy the following formulas ② and ③.
[0049]
[0050] x+y+z=Q ③;
[0051] In formula ③, Q represents the total number of workers.
[0052] In one embodiment, the expected daily photovoltaic construction workload P of the engineering task arrangement 预期 The calculation method is as follows:
[0053]
[0054] In formula ④, M represents the total number of photovoltaic panels to be installed, D represents the expected number of days to complete the project, and η represents the working time unsaturation rate.
[0055] In one embodiment, the daily photovoltaic construction workload P can also be accumulated and summed to obtain the total photovoltaic construction work completion volume P 总 , the total photovoltaic construction work completed P 总 Used to reflect the progress of photovoltaic construction.
[0056] In one embodiment, the working days that do not satisfy the requirement that the number of photovoltaic panels installed A ≤ the number of photovoltaic brackets installed B ≤ the number of foundation piles erected C per day may also be marked.
[0057] In one embodiment, the value of Qt-P may also be judged. When the value of Qt-P is greater than a first threshold, it is judged that the worker's workload is not saturated, where t represents the worker's daily working hours.
[0058] The above contents are further detailed descriptions of the present invention in combination with specific preferred embodiments, and it cannot be determined that the specific implementation of the present invention is limited to these descriptions. For ordinary technicians in the technical field to which the present invention belongs, several simple deductions or substitutions can be made without departing from the concept of the present invention, which should be regarded as falling within the protection scope of the present invention.
Claims
1. A method for counting the workload of unmanned aerial vehicle photovoltaic construction, characterized in that: The following steps are involved: Use drone inspections to obtain the number of photovoltaic panels installed each day (A), the number of photovoltaic brackets installed (B), and the number of foundation piles installed (C); Calculate the daily photovoltaic construction workload P: P=A*T1+B*T2+C*T3①; In formula ①, T1 represents the equivalent time for one person to install a photovoltaic panel, T2 represents the equivalent time for one person to install a photovoltaic bracket, and T3 represents the equivalent time for one person to set up a foundation pile; Compare the daily PV construction workload P with the daily PV construction workload P expected by the engineering task schedule 预期 , when P<P 预期 When the situation changes, extend the daily working hours of workers or increase the number of workers; Assign x number of workers to install photovoltaic panels, y number of workers to install photovoltaic brackets, and z number of workers to erect foundation piles; x+y+z=Q ③; In formula ③, Q represents the total number of workers.
2. According to the method for counting the workload of photovoltaic construction by unmanned aerial vehicles in claim 1, it is characterized in that: The engineering task schedule expects the daily photovoltaic construction workload P 预期 The calculation method is as follows: In formula ④, M represents the total number of photovoltaic panels to be installed, D represents the expected number of days to complete the project, and η represents the working time unsaturation rate.
3. The method for counting the workload of photovoltaic construction by unmanned aerial vehicles according to claim 1 is characterized in that: The method of using drones to inspect and obtain the number of photovoltaic panels installed A, the number of photovoltaic brackets installed B, and the number of foundation piles installed C each day specifically includes the following steps: Remotely control the drone to obtain feature images above the work site; Extract the area S of the planned site and the area S of the installed photovoltaic panels from the feature image A , the area S where the photovoltaic bracket is installed B 、The area of the area where the foundation piles have been set up S C ; in accordance with Calculate the number of photovoltaic panels installed A0, the number of photovoltaic brackets installed B0, and the number of foundation piles erected C0 that have been completed as of the day, where a represents the total number of photovoltaic panels installed, b represents the total number of photovoltaic brackets installed, and c represents the total number of foundation piles erected; Every day, a set of installed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles completed as of that day are obtained. The installed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles completed as of that day are obtained on that day and the installed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles completed as of that day are subtracted from the previous day's completed quantities A0 of photovoltaic panels, B0 of photovoltaic brackets, and C0 of foundation piles to obtain the installed quantities A of photovoltaic panels, B of photovoltaic brackets, and C of foundation piles for that day.
4. The method for calculating the workload of photovoltaic construction by unmanned aerial vehicles according to claim 1 is characterized in that: The equivalent time T1 for one person to install a photovoltaic panel, the equivalent time T2 for one person to install a photovoltaic bracket, and the equivalent time T3 for one person to set up a foundation pile are all obtained through observation experiments.
5. The method for counting the workload of photovoltaic construction by unmanned aerial vehicles according to claim 1, characterized in that: Also includes: The total photovoltaic construction work completed P is obtained by accumulating and summing the daily photovoltaic construction work P. 总 , the total photovoltaic construction work completed P 总 Used to reflect the progress of photovoltaic construction.
6. The method for calculating the workload of photovoltaic construction by unmanned aerial vehicles according to claim 7 is characterized in that: Also includes: The working days when the daily number of photovoltaic panels installed A ≤ the number of photovoltaic brackets installed B ≤ the number of foundation piles erected C are not met shall be marked.
7. The method for counting the workload of photovoltaic construction by unmanned aerial vehicles according to claim 1 is characterized in that: Also includes: The value of Qt-P is judged. When the value of Qt-P is greater than a first threshold, it is judged that the worker's workload is not saturated, where t represents the worker's daily working hours.
8. The method for counting the workload of photovoltaic construction by unmanned aerial vehicles according to claim 1 is characterized in that: Also includes: Statistics are collected from the team and submitted by them including the number of photovoltaic panels installed A, the number of photovoltaic brackets installed B, and the number of foundation piles erected C each day.