CN118037226B - Sanitation integrated collaborative management system based on data analysis - Google Patents
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Abstract
The invention discloses an environmental sanitation integrated collaborative management system based on data analysis, and belongs to the technical field of environmental sanitation management; the real-time operation data of all sanitation vehicles in different sanitation areas and the real-time working data of all sanitation personnel are monitored, counted and processed; by analyzing the matching situation between the garbage disposal quantity and the garbage collection quantity among different sanitation vehicles and analyzing whether the sanitation areas among different sanitation vehicles accord with the cooperative scheduling conditions or not, the efficient and reliable cooperative scheduling and management can be actively and flexibly implemented on the sanitation vehicles in different sanitation areas from multiple dimensions; the method and the device are used for solving the technical problem that the overall effect of cross-regional cooperative dispatching management and control of different sanitation areas is poor because multi-dimensional data analysis and evaluation and dynamic management and control cannot be implemented on the cooperative dispatching of the cross-regional sanitation vehicles in the different sanitation areas in the existing scheme.
Description
Technical Field
The invention relates to the technical field of sanitation management, in particular to an sanitation integrated collaborative management system based on data analysis.
Background
Sanitation collaborative management means that sanitation service is optimized and coordinated by integrating urban sanitation resources, so that efficient, intelligent and sustainable development of sanitation work is realized.
When the existing sanitation cooperative management scheme is implemented, most of the cooperative data processing analysis and implementation of single dimension stay, for example, the cooperative management and control are implemented only after the data analysis is carried out according to the garbage collection capacity and the garbage waiting amount among different sanitation vehicles; the multi-dimensional data analysis and evaluation and dynamic management and control cannot be implemented on the collaborative scheduling of the cross-regional sanitation vehicles in different sanitation areas, so that the overall effect of the cross-regional collaborative scheduling management and control in different sanitation areas is poor.
Disclosure of Invention
The invention aims to provide an environmental sanitation integrated collaborative management system based on data analysis, which is used for solving the technical problem that the overall effect of cross-regional collaborative scheduling management and control of different environmental sanitation areas in the existing scheme is poor.
The aim of the invention can be achieved by the following technical scheme:
An environmental sanitation integrated collaborative management system based on data analysis, comprising:
the sanitation data acquisition processing module is used for monitoring, counting and processing real-time operation data of all sanitation vehicles and real-time working data of all sanitation workers in different sanitation areas to obtain operation data tables corresponding to different sanitation vehicles and working data tables corresponding to different sanitation workers and uploading the operation data tables to the sanitation collaborative management platform in real time;
The dustbin data acquisition processing prompting module is used for monitoring and counting the real-time dustbin loading data of the dustbin at different positions in different sanitation areas, calculating and prompting the corresponding loading rate in real time according to the real-time dustbin loading data and the corresponding standard loading data;
The sanitation vehicle state analysis collaborative management module is used for carrying out data analysis on operation data tables corresponding to different sanitation vehicles forwarded by the sanitation collaborative management platform to obtain operation states corresponding to the different sanitation vehicles, and carrying out collaborative scheduling management and control of the cross-regional sanitation vehicles according to the operation states corresponding to the different sanitation vehicles and the sanitation region where the different sanitation vehicles are located.
Preferably, when monitoring and counting real-time operation data of the sanitation vehicle, real-time positioning the sanitation vehicle, determining a specific position of the sanitation vehicle on a corresponding standard route and a sanitation area where the sanitation vehicle is positioned according to the real-time positioning data, monitoring and counting the real-time garbage loading data of the sanitation vehicle, and sequencing and combining the real-time positioning data of the sanitation vehicle, the specific position of the sanitation vehicle on the corresponding standard route, the sanitation area where the sanitation vehicle is positioned and the real-time garbage loading data to obtain a corresponding operation data table;
When real-time working data of sanitation workers are monitored and counted, the sanitation workers are positioned in real time, the specific positions of the sanitation workers in the corresponding standard working areas and the sanitation areas where the sanitation workers are located are determined according to the real-time positioning data, tool working data of the sanitation workers are monitored and counted, and the real-time positioning data of the sanitation workers, the specific positions of the corresponding standard working areas, the sanitation areas where the sanitation workers are located and the tool working data are sequenced and combined to obtain a corresponding working data table.
Preferably, the tool work data includes all start work time points and all end work time points corresponding to the first tool, all start work time points corresponding to the second tool, all end work time points, and garbage collection amount per time.
Preferably, when the running states of different sanitation vehicles are subjected to data analysis, the real-time garbage loading capacity and the corresponding available garbage loading capacity Lc of the corresponding sanitation vehicles are obtained according to the running data table, the specific positions and the sanitation areas of the corresponding standard routes of the sanitation vehicles are obtained, the real-time garbage loading capacity corresponding to all the positions of the remaining unreachable garbage collection points and the positions of different garbage collection points on the corresponding standard routes is obtained, the real-time garbage loading capacity of all the positions of the remaining unreachable garbage collection points is summed to obtain the garbage loading capacity Ls to be collected, and the idle garbage loading capacity Lk for garbage collection of the corresponding sanitation vehicles is obtained through calculation of a formula lk=lc-Ls.
Preferably, the operation states of different sanitation vehicles are screened and classified according to the idle garbage loading capacity, sanitation vehicles corresponding to the idle garbage loading capacity larger than K are marked as first cooperative vehicles, and K is a positive integer; and marking the sanitation vehicle corresponding to the idle garbage load not greater than-K as a second cooperative vehicle;
And respectively arranging all the first cooperative vehicles and all the second cooperative vehicles in descending order according to the magnitude of the idle garbage loading quantity value to obtain a first cooperative vehicle ordered set and a second cooperative vehicle ordered set.
Preferably, when the cooperative scheduling management and control of the cross-regional sanitation vehicles are performed according to the first cooperative vehicle ordered set and the second cooperative vehicle ordered set, the second cooperative vehicles ordered in the second cooperative vehicle ordered set are effectively matched with the first cooperative vehicles ordered in the first cooperative vehicle ordered set in sequence;
And marking the absolute value of the idle garbage load capacity corresponding to the second cooperative vehicles ordered in the second cooperative vehicle ordered set as a matching value, and carrying out capacity matching screening on the idle garbage load capacity corresponding to the first cooperative vehicles ordered in the first cooperative vehicle ordered set in sequence.
Preferably, if the first cooperative vehicle ordered set has a first cooperative vehicle with idle garbage load not less than the matching value, marking the first cooperative vehicle meeting the condition as an alternative vehicle, and analyzing whether the cooperative cooperation between the second cooperative vehicle and the alternative vehicle is effective;
and if the first cooperative vehicle ordered set does not have the idle garbage load which is not smaller than the matching value, marking the second cooperative vehicle as an invalid cooperative vehicle.
Preferably, when whether the cooperative cooperation between the second cooperative vehicle and the alternative vehicle is effective or not is analyzed, all sanitation areas and corresponding area coordinates on the standard route corresponding to the alternative vehicle are obtained, and marked as main cooperative sanitation areas and main cooperative area coordinates respectively, and all sanitation areas and corresponding area coordinates on the standard route corresponding to the second cooperative vehicle associated with the alternative vehicle are obtained, and marked as a cooperated sanitation area and a cooperated area coordinate respectively;
and inputting all the main cooperative sanitation areas of the alternative vehicles and all the cooperated sanitation areas corresponding to the second cooperative vehicles into a sanitation area association database together for searching and matching.
Preferably, if the main cooperative sanitation area adjacent to the cooperative sanitation area does not exist, generating an invalid cooperative instruction and updating the mark of the corresponding alternative vehicle into the invalid cooperative sanitation vehicle;
If a main cooperative sanitation area adjacent to the cooperative sanitation area exists, generating an effective cooperative instruction, marking the main cooperative sanitation area meeting the conditions as a selected cooperative sanitation area, updating the marks of corresponding alternative vehicles as effective cooperative sanitation vehicles, updating the selected cooperative sanitation area to a standard route corresponding to the effective cooperative sanitation vehicles according to the effective cooperative instruction, and controlling the effective cooperative sanitation vehicles to cross the area to collect and load a plurality of garbage collection points in the selected cooperative sanitation area.
Preferably, all sanitation vehicles are provided with Internet of things equipment, including GPS positioning equipment and weighing sensors; all sanitation workers are provided with intelligent mobile equipment, including intelligent watches or intelligent mobile phones, and the intelligent mobile equipment is used for monitoring, recording and prompting operation data of the sanitation workers.
Compared with the prior art, the invention has the beneficial effects that:
By monitoring, counting and processing the real-time operation data of all sanitation vehicles and the real-time working data of all sanitation workers in different sanitation areas, the invention realizes real-time monitoring and recording of the work of all sanitation vehicles and all sanitation workers and can also provide reliable working data support for the subsequent sanitation integrated collaborative management.
According to the invention, through analyzing the garbage treatment capacity and the garbage collection capacity of different sanitation vehicles and analyzing whether sanitation areas among different sanitation vehicles accord with the cooperative scheduling conditions or not, the sanitation vehicles in different sanitation areas can be actively and flexibly scheduled and managed in a high-efficiency and reliable mode from multiple dimensions, the garbage collection, loading and transportation efficiency of different sanitation areas is improved, and the overall effect of cooperative work of sanitation of all sanitation vehicles in different sanitation areas is improved.
Drawings
The invention is further described below with reference to the accompanying drawings.
Fig. 1 is a block diagram of a sanitation integrated collaborative management system based on data analysis.
FIG. 2 is a block flow diagram of the present invention for screening and classifying the operational status of different sanitation vehicles.
FIG. 3 is a flow chart of the present invention for analyzing whether the cooperative engagement between the second cooperative vehicle and the alternative vehicle is effective.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which are obtained by persons skilled in the art without any inventive effort, are within the scope of the present invention based on the embodiments of the present invention.
Embodiment one: as shown in fig. 1, the invention relates to an environmental sanitation integrated collaborative management system based on data analysis, which comprises an environmental sanitation data acquisition and processing module, a dustbin data acquisition and processing prompt module, an environmental sanitation vehicle state analysis collaborative management module and an environmental sanitation collaborative management platform;
The sanitation data acquisition processing module is used for monitoring, counting and processing real-time operation data of all sanitation vehicles and real-time working data of all sanitation workers in different sanitation areas to obtain operation data tables corresponding to different sanitation vehicles and working data tables corresponding to different sanitation workers and uploading the operation data tables to the sanitation collaborative management platform in real time; comprising the following steps:
When real-time operation data of the sanitation vehicle are monitored and counted, the sanitation vehicle is positioned in real time, the specific position of the sanitation vehicle on the corresponding standard route and the sanitation area where the sanitation vehicle is positioned are determined according to the real-time positioning data, the specific position is displayed and prompted in a coordinate mode, the real-time garbage loading data of the sanitation vehicle are monitored and counted, and the real-time positioning data of the sanitation vehicle, the specific position of the sanitation vehicle on the corresponding standard route, the sanitation area where the sanitation vehicle is positioned and the real-time garbage loading data are sequenced and combined to obtain a corresponding operation data table;
It should be noted that, the sanitation area can be accurate to the street, that is, one street corresponds to one sanitation area, and in addition, the standard route corresponding to the sanitation vehicle is a preset route for fixedly collecting garbage;
When monitoring and counting real-time working data of sanitation workers, positioning the sanitation workers in real time, determining the specific positions of the sanitation workers in corresponding standard working areas and the sanitation areas where the sanitation workers are located according to the real-time positioning data, wherein the corresponding standard working areas refer to fixed working areas which are divided in advance by the sanitation workers and can contain a plurality of sanitation areas, monitoring and counting tool working data of the sanitation workers, and sequencing and combining the real-time positioning data of the sanitation workers, the specific positions of the corresponding standard working areas, the sanitation areas where the sanitation workers are located and the tool working data to obtain a corresponding working data table;
The system comprises an Internet of things device, a GPS positioning device and a weighing sensor, wherein the Internet of things device is arranged on all sanitation vehicles; all sanitation workers are provided with intelligent mobile equipment, including intelligent watches or intelligent mobile phones, and the intelligent mobile equipment is used for monitoring, recording and prompting operation data of the sanitation workers;
The tool working data comprises all starting working time points and all ending working time points corresponding to the first tool, all starting working time points and all ending working time points corresponding to the second tool and garbage collection amount of each time; the first tool can be a broom, the second tool can be a dustpan, and detection sensors can be arranged on the broom and the dustpan and used for detecting and recording working data of the broom and the dustpan, and the detection sensors comprise, but are not limited to, a timer, a pressure sensor and a gravity sensor;
In the embodiment of the invention, the real-time operation data of all sanitation vehicles and the real-time working data of all sanitation workers in different sanitation areas are monitored, counted and processed, so that the real-time monitoring and recording of the work of all sanitation vehicles and all sanitation workers is realized, and meanwhile, reliable working data support can be provided for the follow-up sanitation integrated collaborative management.
The dustbin data acquisition processing prompting module is used for monitoring and counting the real-time dustbin loading data of the dustbin at different positions in different sanitation areas, calculating and prompting the corresponding loading rate in real time according to the real-time dustbin loading data and the corresponding standard loading data;
The standard loading data are determined according to the design parameters corresponding to the dustbin; the real-time garbage loading data of the dustbin can be monitored and recorded through a built-in weighing sensor or a pressure sensor, and the loading rate is the ratio of the real-time garbage loading data to the corresponding standard loading data;
according to the embodiment of the invention, the real-time garbage loading data of the garbage cans at different positions are monitored and counted, so that the real-time loading states of different garbage cans can be intuitively and efficiently obtained, and the data support for garbage collection can be provided for the cooperative scheduling management among different subsequent sanitation vehicles.
The sanitation vehicle state analysis collaborative management module is used for carrying out data analysis on operation data tables corresponding to different sanitation vehicles forwarded by the sanitation collaborative management platform to obtain operation states corresponding to the different sanitation vehicles, and carrying out collaborative scheduling management and control of the cross-regional sanitation vehicles according to the operation states corresponding to the different sanitation vehicles and the sanitation region where the different sanitation vehicles are located; comprising the following steps:
When the running states of different sanitation vehicles are subjected to data analysis, the real-time garbage loading capacity and the corresponding available garbage loading capacity Lc of the corresponding sanitation vehicles are obtained according to the running data table, the available garbage loading capacity is obtained by calculating the real-time garbage loading capacity and the corresponding standard garbage loading capacity of the sanitation vehicles, the standard garbage loading capacity is determined according to the corresponding design parameters of the sanitation vehicles, the specific positions and the sanitation areas on the corresponding standard routes of the sanitation vehicles are obtained, the positions of all the remaining unreachable garbage collection points and the real-time garbage loading capacities corresponding to the positions of the different garbage collection points on the corresponding standard routes are obtained, the statistical data are monitored through a dustbin data collection and processing prompt module to obtain the to-be-collected garbage loading capacity Lk by summing the real-time garbage loading capacities of the positions of all the remaining unreachable garbage collection points, and the idle garbage loading capacity Lk for garbage collection of the corresponding sanitation vehicles is obtained through calculation according to the formula Lk=Lc-Lc;
As shown in fig. 2, screening and classifying the running states of different sanitation vehicles according to the idle garbage loading capacity, marking sanitation vehicles corresponding to the idle garbage loading capacity larger than K as first cooperative vehicles, wherein K is a positive integer, and the specific value of K is determined according to the average value of the available garbage loading capacity when garbage transportation is completed by acquiring the history of the sanitation vehicles; the first cooperative vehicle indicates that the corresponding idle garbage loading capacity can be far enough to meet the total amount of garbage to be collected corresponding to all the positions of the remaining unreachable garbage collection points;
The sanitation vehicles corresponding to the idle garbage loading capacity which is larger than-K and not larger than K are marked as common vehicles; marking sanitation vehicles corresponding to the idle garbage loading capacity not greater than-K as second cooperative vehicles, wherein the second cooperative vehicles represent that the corresponding idle garbage loading capacity cannot meet the total amount of garbage to be collected corresponding to all the positions of the remaining unreachable garbage collection points;
respectively arranging all the first cooperative vehicles and all the second cooperative vehicles in descending order according to the magnitude of the idle garbage loading quantity value to obtain a first cooperative vehicle ordered set and a second cooperative vehicle ordered set;
according to the embodiment of the invention, the idle garbage loading capacity of different sanitation vehicles is calculated, analyzed and classified, so that the running states of different sanitation vehicles can be obtained, and meanwhile, reliable data support can be provided for the cooperative coordination management and control among different sanitation vehicles.
When the cooperative dispatching management and control of the inter-regional sanitation vehicles are carried out, whether the garbage treatment capacity and the garbage collection capacity between the sanitation vehicles are matched or not is analyzed, whether the sanitation areas between the sanitation vehicles meet the cooperative dispatching conditions or not is also analyzed, the sanitation vehicles in other sanitation areas are prevented from cooperatively collecting excessive garbage in a plurality of areas, and the route planning influence and the excessive garbage cooperative collection influence generated by the continuous inter-regional sanitation vehicles are reduced; the cooperative scheduling conditions of the sanitation areas in the embodiment of the invention are adjacent;
When the cooperative scheduling management and control of the cross-regional sanitation vehicles are carried out according to the first cooperative vehicle ordered set and the second cooperative vehicle ordered set, the second cooperative vehicles ordered in the second cooperative vehicle ordered set are effectively matched with the first cooperative vehicles ordered in the first cooperative vehicle ordered set in sequence;
marking absolute values of idle garbage loads corresponding to the second cooperative vehicles in the second cooperative vehicle sequencing set as matching values, and carrying out capacity matching screening on idle garbage loads corresponding to the first cooperative vehicles in the first cooperative vehicle sequencing set in sequence;
If the first cooperative vehicle sorting set has the first cooperative vehicle with the idle garbage loading capacity not smaller than the matching value, marking the first cooperative vehicle meeting the condition as an alternative vehicle, and analyzing whether the cooperative cooperation between the second cooperative vehicle and the alternative vehicle is effective;
as shown in fig. 3, acquiring all sanitation areas and corresponding area coordinates on a standard route corresponding to the alternative vehicle, and marking the sanitation areas and the main cooperation area coordinates as main cooperation areas and main cooperation area coordinates respectively, and acquiring all sanitation areas and corresponding area coordinates on a standard route corresponding to the second cooperation vehicle associated with the alternative vehicle, and marking the sanitation areas and the cooperative area coordinates as cooperated areas respectively;
Inputting all the main cooperative sanitation areas of the alternative vehicles and all the cooperative sanitation areas corresponding to the second cooperative vehicles into a sanitation area association database together for searching and matching; the environmental sanitation area association database is pre-stored with the position relations among different environmental sanitation areas, wherein the position relations comprise adjacent relations and non-adjacent relations;
If the main cooperative sanitation area adjacent to the cooperative sanitation area does not exist, generating an invalid cooperative instruction and updating the mark of the corresponding alternative vehicle into an invalid cooperative sanitation vehicle;
If a main cooperative sanitation area adjacent to the cooperative sanitation area exists, generating an effective cooperative instruction, marking the main cooperative sanitation area meeting the conditions as a selected cooperative sanitation area, updating the marks of corresponding alternative vehicles as effective cooperative sanitation vehicles, updating the selected cooperative sanitation area to a standard route corresponding to the effective cooperative sanitation vehicles according to the effective cooperative instruction, and controlling the effective cooperative sanitation vehicles to cross the area to collect and load a plurality of garbage collection points in the selected cooperative sanitation area; the method comprises the steps that a standard route corresponding to an effective cooperative sanitation vehicle is updated to be temporary instead of fixed by a selected cooperative sanitation area, so that the operation of the subsequent standard route of the effective cooperative sanitation vehicle is not influenced;
If the first cooperative vehicle ordered set does not have the idle garbage load which is not smaller than the matching value, marking the second cooperative vehicle as an invalid cooperative vehicle;
According to the embodiment of the invention, through analyzing the matching situation between the garbage disposal capacity and the garbage collection capacity of different sanitation vehicles and further analyzing whether the sanitation areas among different sanitation vehicles accord with the cooperative scheduling conditions, the sanitation vehicles in different sanitation areas can be actively and flexibly scheduled and managed in a high-efficiency and reliable mode from multiple dimensions, the garbage collection, loading and transportation efficiency of different sanitation areas is improved, and the overall effect of sanitation cooperative work of all sanitation vehicles in different sanitation areas is improved.
Embodiment two: on the basis of the technical scheme of the first embodiment, the system further comprises a sanitation personnel state analysis collaborative management module, wherein the sanitation personnel state analysis collaborative management module is used for carrying out data analysis on working data tables corresponding to different sanitation personnel forwarded by the sanitation collaborative management platform to obtain working states corresponding to the different sanitation personnel, and carrying out collaborative scheduling management and control of the cross-regional sanitation personnel according to the working states corresponding to different sanitation vehicles and the sanitation areas; comprising the following steps:
When the working states of different sanitation workers are subjected to data analysis, tool working data in a working data table corresponding to the sanitation workers are obtained; traversing the tool working data to obtain all starting working time points and all ending working time points corresponding to the first tool, all starting working time points, all ending working time points and each garbage collection amount corresponding to the second tool on the same day;
Calculating and obtaining a first total working time Ti of the first tool on the same day according to all starting working time points and all ending working time points corresponding to the first tool, wherein i=1, 2,3, … … and n; n is a positive integer and is expressed as different sanitation workers, and the total daily garbage collection amount Ji is obtained by summing all the daily garbage collection amounts of the second tool in the same day; calculating and obtaining the corresponding treatment degrees Cd of sanitation workers in different sanitation areas through the formula Cd=α1×Ti+α2×Ji; wherein α1 and α2 are different weight coefficients, and 0 < α2 < α1 < 1, α1+α2=1, and α1 may be twice as large as α2;
According to the magnitude of the processing degree value, all sanitation workers are arranged in an ascending order, search matching is carried out on sanitation areas where the ordered sanitation workers are located in a sanitation area association database in sequence to obtain all adjacent sanitation areas, the sanitation workers subjected to ordering analysis are marked as main cooperators, the ratio between the processing degree associated with the main cooperators and the processing degree associated with the sanitation workers in the adjacent sanitation areas is calculated in sequence, and the calculated value is marked as a cooperator standard value and analyzed;
the smaller the treatment degree is, the more unsaturated the corresponding sanitation workers work is;
If the collaboration standard value is 0, generating a personnel maintenance instruction;
If the collaborative standard value is not 0, generating personnel collaborative instructions, marking adjacent sanitation areas and sanitation personnel meeting the conditions as selected sanitation areas and selected sanitation personnel respectively, and simultaneously scheduling main collaborative personnel to go to the adjacent selected sanitation areas to collaboratively select the sanitation personnel for sanitation collaborative work; the specific duration for performing sanitation cooperative work can be determined according to the difference value between the corresponding idle total duration of the main cooperative personnel and the selected sanitation personnel.
According to the embodiment of the invention, the working data of different sanitation workers in different sanitation areas are monitored, the corresponding working states are obtained through analysis, whether sanitation workers in adjacent sanitation areas meet the cooperative scheduling of the sanitation workers is determined through the processing analysis of the processing degree of the sanitation workers, and the cooperative scheduling management and control of the sanitation workers in different working states can be actively and flexibly carried out on the sanitation workers in different working states according to the analysis result, so that the overall effect of the cooperative work of all sanitation workers in different sanitation areas is improved.
In the several embodiments provided in the present invention, it should be understood that the disclosed modules may be implemented in other manners. For example, the above-described embodiments of the invention are merely illustrative, and for example, the division of modules is merely a logical function division, and other manners of division may be implemented in practice.
The modules illustrated as separate components may or may not be physically separate, and components shown as modules may or may not be physical modules, may be located in one place, or may be distributed over a plurality of network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional module in each embodiment of the present invention may be integrated into one processing module, or each module may exist alone physically, or two or more modules may be integrated into one module. The integrated modules may be implemented in hardware or in hardware plus software functional modules.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the essential characteristics thereof.
Finally, it should be noted that the above-mentioned embodiments are merely for illustrating the technical solution of the present invention and not for limiting the same, and although the present invention has been described in detail with reference to the preferred embodiments, it should be understood by those skilled in the art that modifications and equivalents may be made to the technical solution of the present invention without departing from the spirit and scope of the technical solution of the present invention.
Claims (6)
1. Sanitation integration collaborative management system based on data analysis, characterized by comprising:
the sanitation data acquisition processing module is used for monitoring, counting and processing real-time operation data of all sanitation vehicles and real-time working data of all sanitation workers in different sanitation areas to obtain operation data tables corresponding to different sanitation vehicles and working data tables corresponding to different sanitation workers and uploading the operation data tables to the sanitation collaborative management platform in real time;
The dustbin data acquisition processing prompting module is used for monitoring and counting the real-time dustbin loading data of the dustbin at different positions in different sanitation areas, calculating and prompting the corresponding loading rate in real time according to the real-time dustbin loading data and the corresponding standard loading data;
the sanitation vehicle state analysis collaborative management module is used for carrying out data analysis on operation data tables corresponding to different sanitation vehicles forwarded by the sanitation collaborative management platform to obtain operation states corresponding to the different sanitation vehicles, and carrying out collaborative scheduling management and control of the cross-regional sanitation vehicles according to the operation states corresponding to the different sanitation vehicles and the sanitation region where the different sanitation vehicles are located; comprising the following steps:
The method comprises the steps of carrying out data analysis on the running states of different sanitation vehicles to obtain corresponding idle garbage loading amounts, and screening and classifying the running states of the different sanitation vehicles according to the idle garbage loading amounts to obtain a first collaborative vehicle ordered set and a second collaborative vehicle ordered set;
When the cooperative scheduling management and control of the cross-regional sanitation vehicles are carried out according to the first cooperative vehicle ordered set and the second cooperative vehicle ordered set, the second cooperative vehicles ordered in the second cooperative vehicle ordered set are effectively matched with the first cooperative vehicles ordered in the first cooperative vehicle ordered set in sequence;
marking absolute values of idle garbage loads corresponding to the second cooperative vehicles in the second cooperative vehicle sequencing set as matching values, and carrying out capacity matching screening on idle garbage loads corresponding to the first cooperative vehicles in the first cooperative vehicle sequencing set in sequence;
If the first cooperative vehicle sorting set has the first cooperative vehicle with the idle garbage loading capacity not smaller than the matching value, marking the first cooperative vehicle meeting the condition as an alternative vehicle, and analyzing whether the cooperative cooperation between the second cooperative vehicle and the alternative vehicle is effective;
If the first cooperative vehicle ordered set does not have the idle garbage load which is not smaller than the matching value, marking the second cooperative vehicle as an invalid cooperative vehicle;
When whether the cooperative cooperation between the second cooperative vehicle and the alternative vehicle is effective or not is analyzed, all sanitation areas and corresponding area coordinates on the corresponding standard route of the alternative vehicle are obtained, the main cooperative sanitation areas and the main cooperative area coordinates are marked respectively, all sanitation areas and corresponding area coordinates on the corresponding standard route of the second cooperative vehicle associated with the alternative vehicle are obtained, and the cooperative sanitation areas and the cooperative area coordinates are marked respectively;
Inputting all the main cooperative sanitation areas of the alternative vehicles and all the cooperative sanitation areas corresponding to the second cooperative vehicles into a sanitation area association database together for searching and matching;
If the main cooperative sanitation area adjacent to the cooperative sanitation area does not exist, generating an invalid cooperative instruction and updating the mark of the corresponding alternative vehicle into an invalid cooperative sanitation vehicle;
If a main cooperative sanitation area adjacent to the cooperative sanitation area exists, generating an effective cooperative instruction, marking the main cooperative sanitation area meeting the conditions as a selected cooperative sanitation area, updating the marks of corresponding alternative vehicles as effective cooperative sanitation vehicles, updating the selected cooperative sanitation area to a standard route corresponding to the effective cooperative sanitation vehicles according to the effective cooperative instruction, and controlling the effective cooperative sanitation vehicles to cross the area to collect and load a plurality of garbage collection points in the selected cooperative sanitation area;
the sanitation personnel state analysis collaborative management module is used for carrying out data analysis on the working data tables corresponding to different sanitation personnel forwarded by the sanitation collaborative management platform to obtain working states corresponding to the different sanitation personnel, and carrying out collaborative scheduling management and control of the cross-region sanitation personnel according to the working states corresponding to different sanitation vehicles and the sanitation region; comprising the following steps:
When the working states of different sanitation workers are subjected to data analysis, tool working data in a working data table corresponding to the sanitation workers are obtained; traversing the tool working data to obtain all starting working time points and all ending working time points corresponding to the first tool, all starting working time points, all ending working time points and each garbage collection amount corresponding to the second tool on the same day;
calculating and obtaining a first total working time Ti of the first tool on the same day according to all starting working time points and all ending working time points corresponding to the first tool, wherein i=1, 2,3, … … and n; n is a positive integer and is expressed as different sanitation workers, and the total daily garbage collection amount Ji is obtained by summing all the daily garbage collection amounts of the second tool in the same day; calculating and obtaining the corresponding treatment degrees Cd of sanitation workers in different sanitation areas through the formula Cd=α1×Ti+α2×Ji; wherein α1 and α2 are different weight coefficients, and 0 < α2 < α1 < 1, α1+α2=1;
According to the magnitude of the processing degree value, all sanitation workers are arranged in an ascending order, search matching is carried out on sanitation areas where the ordered sanitation workers are located in a sanitation area association database in sequence to obtain all adjacent sanitation areas, the sanitation workers subjected to ordering analysis are marked as main cooperators, the ratio between the processing degree associated with the main cooperators and the processing degree associated with the sanitation workers in the adjacent sanitation areas is calculated in sequence, and the calculated value is marked as a cooperator standard value and analyzed;
If the collaboration standard value is 0, generating a personnel maintenance instruction;
If the collaborative standard value is not 0, generating personnel collaborative instructions, marking adjacent sanitation areas and sanitation personnel meeting the conditions as selected sanitation areas and selected sanitation personnel respectively, and simultaneously scheduling main collaborative personnel to go to adjacent selected sanitation areas to collaboratively select sanitation personnel to perform sanitation collaborative work.
2. The sanitation integrated collaborative management system based on data analysis according to claim 1, wherein when monitoring and statistics are carried out on real-time operation data of sanitation vehicles, real-time positioning is carried out on the sanitation vehicles, specific positions of the sanitation vehicles on corresponding standard routes and sanitation areas where the sanitation vehicles are located are determined according to the real-time positioning data, monitoring and statistics are carried out on real-time garbage loading data of the sanitation vehicles, and sequencing and combining are carried out on the real-time positioning data of the sanitation vehicles, the specific positions of the sanitation vehicles on the corresponding standard routes, the sanitation areas where the sanitation vehicles are located and the real-time garbage loading data to obtain corresponding operation data tables;
When real-time working data of sanitation workers are monitored and counted, the sanitation workers are positioned in real time, the specific positions of the sanitation workers in the corresponding standard working areas and the sanitation areas where the sanitation workers are located are determined according to the real-time positioning data, tool working data of the sanitation workers are monitored and counted, and the real-time positioning data of the sanitation workers, the specific positions of the corresponding standard working areas, the sanitation areas where the sanitation workers are located and the tool working data are sequenced and combined to obtain a corresponding working data table.
3. The integrated sanitation co-management system based on data analysis of claim 2, wherein the tool work data comprises all start work time points and all end work time points corresponding to the first tool, all start work time points corresponding to the second tool, all end work time points and garbage collection amount each time.
4. The sanitation integrated collaborative management system based on data analysis according to claim 1, wherein when the operation states of different sanitation vehicles are subjected to data analysis, the real-time garbage loading capacity and the corresponding available garbage loading capacity Lc of the corresponding sanitation vehicles are obtained according to an operation data table, the specific positions and the sanitation areas on the corresponding standard routes of the sanitation vehicles are obtained, the positions of all the remaining unreachable garbage collection points and the real-time garbage loading capacities corresponding to the positions of the different garbage collection points on the corresponding standard routes are obtained, the real-time garbage loading capacities of all the remaining unreachable garbage collection points are summed to obtain the garbage loading capacity Ls to be collected, and the idle garbage loading capacity Lk for garbage collection of the corresponding sanitation vehicles is obtained through calculation of a formula lk=lc-Ls.
5. The sanitation integrated collaborative management system based on data analysis according to claim 4, wherein the operation states of different sanitation vehicles are screened and classified according to the idle garbage load, sanitation vehicles corresponding to the idle garbage load larger than K are marked as first collaborative vehicles, and K is a positive integer; and marking the sanitation vehicle corresponding to the idle garbage load not greater than-K as a second cooperative vehicle;
And respectively arranging all the first cooperative vehicles and all the second cooperative vehicles in descending order according to the magnitude of the idle garbage loading quantity value to obtain a first cooperative vehicle ordered set and a second cooperative vehicle ordered set.
6. The sanitation integrated collaborative management system based on data analysis according to claim 1, wherein all sanitation vehicles are provided with internet of things equipment, including GPS positioning equipment and weighing sensors; all sanitation workers are provided with intelligent mobile equipment, including intelligent watches or intelligent mobile phones, and the intelligent mobile equipment is used for monitoring, recording and prompting operation data of the sanitation workers.
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