CN114742508B - Medical waste collection and transportation tracking and supervision method based on Beidou positioning and artificial intelligence - Google Patents
Medical waste collection and transportation tracking and supervision method based on Beidou positioning and artificial intelligence Download PDFInfo
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- CN114742508B CN114742508B CN202210452817.7A CN202210452817A CN114742508B CN 114742508 B CN114742508 B CN 114742508B CN 202210452817 A CN202210452817 A CN 202210452817A CN 114742508 B CN114742508 B CN 114742508B
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- Y02W—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO WASTEWATER TREATMENT OR WASTE MANAGEMENT
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Abstract
The invention discloses a medical waste collection, transportation, tracking and supervision method based on Beidou positioning and artificial intelligence, and relates to the technical field of electronic information. Comprising the following steps: establishing a networking system of a server and a medical waste collection and transportation vehicle wireless communication module and a medical waste transportation APP; the medical waste collection and transportation vehicle collects medical waste and realizes the association of the medical waste to be transported and the medical waste collection and transportation vehicle; the medical waste collection and transportation vehicle carries out medical waste transportation and acquires operation information of the medical waste collection and transportation vehicle; the medical waste collection and transportation vehicle arrives at the medical waste disposal center to carry out medical waste handover. According to the invention, the Beidou positioning module is used for acquiring and displaying the position, speed and other information of the medical waste collecting and transporting vehicle in real time, and the medical waste collecting and transporting vehicle monitoring module is used for identifying abnormal behaviors such as illegal intrusion and the like based on artificial intelligence, so that the safety of collecting and transporting the medical waste is further ensured, and the problem that liability cannot be demonstrated and identified due to the fact that medical waste is lost or damaged along the way in the transportation process is effectively avoided.
Description
Technical Field
The invention belongs to the field of electronic information technology, and particularly relates to a medical waste collection, transportation, tracking and supervision method based on Beidou positioning and artificial intelligence.
Background
The existing medical waste disposal methods mainly comprise incineration, a high-pressure steam sterilization method, a chemical sterilization method and the like, and the most adopted methods are the incineration and the high-pressure steam sterilization method; and medical waste is generally disposed of by transportation by professionals to designated medical waste disposal sites.
For example, chinese patent CN112951387a provides a medical waste management system, which includes a medical waste generating system, a statistical analysis system, a medical waste transferring system, a medical waste monitoring system and a cloud platform, so as to realize the tracking record of the whole process of medical waste in the recovery process, and monitor each link; also, as disclosed in chinese patent CN111824646a, the transport vehicle has medical waste classifying, collecting, storing and intelligent running functions, so that the labor intensity of workers can be reduced, and the global path planning algorithm capable of automatically avoiding dense crowds is proposed based on the improved a-Star algorithm and urban people and traffic density distribution analysis, so that the large-scale diffusion of harmful substances such as viruses attached to medical waste in dense crowds due to improper transportation flow or sealing operation can be prevented.
While the conventional medical waste is transported from a hospital to a medical waste disposal center, the location of the medical waste collection truck is difficult to obtain, and the medical waste is lost or damaged along the way. Therefore, the medical waste tracking system based on Beidou positioning and artificial intelligence is constructed, and the whole process supervision of medical waste transferring from a hospital to a medical waste disposal center is realized.
Disclosure of Invention
The invention aims to provide a medical waste collection and transportation tracking and supervision method based on Beidou positioning and artificial intelligence, which is used for realizing real-time acquisition and display of information such as the position and the speed of a medical waste collection and transportation vehicle through a Beidou positioning module, realizing abnormal behavior identification such as illegal intrusion based on the artificial intelligence through a medical waste collection and transportation vehicle monitoring module, and solving the problems that the position of the medical waste collection and transportation vehicle is difficult to acquire and medical waste is lost or damaged along the way in the process of transferring the traditional medical waste from a hospital to a medical waste disposal center.
In order to solve the technical problems, the invention is realized by the following technical scheme:
the invention discloses a medical waste collection, transportation, tracking and supervision method based on Beidou positioning and artificial intelligence, which comprises the following steps of:
s1: establishing a networking system of a server and a medical waste collection and transportation vehicle wireless communication module and a medical waste transportation APP; s2: the medical waste collection and transportation vehicle collects medical waste and realizes the association of the medical waste to be transported and the medical waste collection and transportation vehicle; s3: the medical waste collection and transportation vehicle carries out medical waste transportation and acquires operation information of the medical waste collection and transportation vehicle; s4: the medical waste collection and transportation vehicle arrives at the medical waste disposal center to carry out medical waste handover.
Further, the method for establishing the networking system of the server and the medical waste collection and transportation vehicle wireless communication module and the medical waste transportation APP comprises the following steps:
the medical waste collection and transportation vehicle is provided with a Beidou positioning module, a wireless communication module, a vehicle information electronic tag and a vehicle-mounted monitoring module;
setting a medical waste information electronic tag on a medical waste transfer barrel of a medical waste transfer station of a hospital;
and weighing modules based on Bluetooth communication are respectively arranged at the hospital medical waste transfer station and the medical waste disposal center.
Further, the medical waste collection and transportation vehicle performs the specific process of medical waste collection:
the medical waste collection and transportation vehicle enters a medical waste transfer station of a hospital;
the medical waste to be transported is associated with the medical waste collection and transportation vehicle by respectively scanning the medical waste information electronic tag on the medical waste transport barrel and the vehicle information electronic tag of the medical waste collection and transportation vehicle through the medical waste transport APP;
the medical waste weighing system comprises a weighing module based on Bluetooth communication, a server-side database, a medical waste transfer station, a medical waste turnover barrel, a medical waste collection and transportation vehicle, a medical waste storage and transportation vehicle, a medical waste management system and a medical waste management system.
Further, the medical waste collection and transportation vehicle carries out the specific process of medical waste transportation:
in the transportation and running process of medical wastes, acquiring the position, speed and time of a medical waste collecting and transporting vehicle in real time through a Beidou positioning module;
acquiring a monitoring video of the medical waste collection and transportation vehicle through a vehicle monitoring module;
transmitting the position, speed, time and monitoring video of the medical waste collecting and transporting vehicle to a server in real time through a wireless communication module;
the server end carries out abnormal analysis on the vehicle monitoring video based on an artificial intelligent algorithm, identifies illegal intrusion behaviors possibly causing medical waste loss, and sends the abnormal behaviors to the vehicle through the vehicle wireless communication module so as to realize real-time early warning.
Further, the medical waste collection and transportation vehicle arrives at a medical waste disposal center to carry out medical waste handover, and the specific flow is as follows:
the medical waste collection and transportation vehicle arrives at a medical waste disposal center, and medical waste weight information of a weighing module of the medical waste disposal center based on Bluetooth communication is acquired through a medical waste transportation APP;
and transmitting the medical waste weight information to a server, and comparing the medical waste weight information with the weight information acquired by the medical waste transfer station in the hospital to finish medical waste handover.
Further, the wireless communication module is a 4G/5G based communication module.
Further, the vehicle monitoring module includes at least: the vehicle tail camera, the left outer camera of the carriage and the right camera of the carriage.
Further, the artificial intelligence algorithm is a target detection algorithm based on deep learning, comprising: yolo series target detection algorithm.
The invention has the following beneficial effects:
according to the invention, the Beidou positioning module is used for acquiring and displaying the position, speed and other information of the medical waste collecting and transporting vehicle in real time, and the medical waste collecting and transporting vehicle monitoring module is used for identifying abnormal behaviors such as illegal intrusion and the like based on artificial intelligence, so that the safety of collecting and transporting the medical waste is further ensured, and the problem that the liability cannot be demonstrated and identified due to the fact that the medical waste is lost or damaged along the way in the transportation process is effectively avoided. The invention has the excellent characteristic of high application value and is worth popularizing and using.
Of course, it is not necessary for any one product to practice the invention to achieve all of the advantages set forth above at the same time.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed for the description of the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a schematic flow chart of a medical waste collection, transportation and tracking and supervision method based on Beidou positioning and artificial intelligence;
fig. 2 is a schematic block diagram of a medical waste collection and transportation vehicle according to an embodiment of the present invention.
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 can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Referring to fig. 1-2, the invention discloses a medical waste collection, transportation and tracking and supervision method based on Beidou positioning and artificial intelligence, which comprises the following steps:
s1: establishing a networking system of a server and a medical waste collection and transportation vehicle wireless communication module and a medical waste transportation APP; the medical waste collection and transportation vehicle is provided with a Beidou positioning module, a wireless communication module, a vehicle information electronic tag and a vehicle-mounted monitoring module; setting a medical waste information electronic tag on a medical waste transfer barrel of a medical waste transfer station of a hospital; a weighing module based on Bluetooth communication is respectively arranged at a hospital medical waste transfer station and a medical waste disposal center;
s2: the medical waste collection and transportation vehicle collects medical waste and realizes the association of the medical waste to be transported and the medical waste collection and transportation vehicle; further, the medical waste collection and transportation vehicle performs the specific process of medical waste collection:
the medical waste collection and transportation vehicle enters a medical waste transfer station of a hospital;
the medical waste to be transported is associated with the medical waste collection and transportation vehicle by respectively scanning the medical waste information electronic tag on the medical waste transport barrel and the vehicle information electronic tag of the medical waste collection and transportation vehicle through the medical waste transport APP;
acquiring the weight of medical waste through a weighing module based on Bluetooth communication of a medical waste transfer station of a hospital, uploading medical waste information to be transferred, the time for collection and transportation and vehicle information of a medical waste collection and transportation vehicle to a server-side database, and then placing the medical waste into a medical waste turnover barrel of the medical waste collection and transportation vehicle;
s3: the medical waste collection and transportation vehicle carries out medical waste transportation and acquires operation information of the medical waste collection and transportation vehicle; as an embodiment provided by the present invention, preferably, the medical waste collection and transportation vehicle performs the specific process of medical waste transportation:
in the transportation and running process of medical wastes, acquiring the position, speed and time of a medical waste collecting and transporting vehicle in real time through a Beidou positioning module;
acquiring a monitoring video of the medical waste collection and transportation vehicle through a vehicle monitoring module;
transmitting the position, speed, time and monitoring video of the medical waste collecting and transporting vehicle to a server (operation data) in real time through a wireless communication module;
the server end carries out abnormal analysis on the vehicle monitoring video based on an artificial intelligent algorithm, identifies illegal intrusion behaviors possibly causing medical waste loss, and sends the abnormal behaviors to the vehicle through the vehicle wireless communication module so as to realize real-time early warning;
s4: the medical waste collection and transportation vehicle arrives at the medical waste disposal center to carry out medical waste handover.
As an embodiment provided by the present invention, preferably, the medical waste collection and transportation vehicle arrives at a medical waste disposal center to perform medical waste handover, and the specific process is as follows:
the medical waste collection and transportation vehicle arrives at a medical waste disposal center, and medical waste weight information of a weighing module of the medical waste disposal center based on Bluetooth communication is acquired through a medical waste transportation APP;
and transmitting the medical waste weight information to a server, and comparing the medical waste weight information with the weight information acquired by the medical waste transfer station in the hospital to finish medical waste handover.
As an embodiment provided by the invention, preferably, the wireless communication module is a 4G/5G-based communication module.
As an embodiment provided by the present invention, preferably, the vehicle monitoring module includes at least: the vehicle tail camera, the left outer camera of the carriage and the right camera of the carriage.
As an embodiment provided by the present invention, preferably, the artificial intelligence algorithm is a target detection algorithm based on deep learning, including: yolo series target detection algorithm.
The medical waste collection and transportation tracking and supervision method based on the Beidou positioning and the artificial intelligence realizes the whole process supervision of medical waste transportation from a hospital to a medical waste disposal center, the Beidou positioning module is used for realizing the real-time acquisition and display of the position, the speed and other information of the medical waste collection and transportation vehicle, and the medical waste collection and transportation vehicle monitoring module is used for realizing the identification of abnormal behaviors such as illegal intrusion and the like based on the artificial intelligence, so that the safety of medical waste collection and transportation is further ensured, and the problem that responsibility cannot be identified by evidence due to the fact that medical waste is lost or damaged along the way in the medical waste transportation process is effectively avoided. The method has the excellent characteristic of high application value.
In the description of the present specification, the descriptions of the terms "one embodiment," "example," "specific example," and the like, mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the present invention. In this specification, schematic representations of the above terms do not necessarily refer to the same embodiments or examples. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
The preferred embodiments of the invention disclosed above are intended only to assist in the explanation of the invention. The preferred embodiments are not exhaustive or to limit the invention to the precise form disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the invention and the practical application, to thereby enable others skilled in the art to best understand and utilize the invention. The invention is limited only by the claims and the full scope and equivalents thereof.
Claims (1)
1. The medical waste collection, transportation, tracking and supervision method based on Beidou positioning and artificial intelligence is characterized by comprising the following steps of:
s1: establishing a networking system of a server and a medical waste collection and transportation vehicle wireless communication module and a medical waste transportation APP;
s2: the medical waste collection and transportation vehicle collects medical waste and realizes the association of the medical waste to be transported and the medical waste collection and transportation vehicle;
s3: the medical waste collection and transportation vehicle carries out medical waste transportation and acquires operation information of the medical waste collection and transportation vehicle;
s4: the medical waste collection and transportation vehicle arrives at a medical waste treatment center to carry out medical waste handover;
the method for establishing the networking system of the server and the medical waste collection and transportation vehicle wireless communication module and the medical waste transportation APP comprises the following steps:
the medical waste collection and transportation vehicle is provided with a Beidou positioning module, a wireless communication module, a vehicle information electronic tag and a vehicle-mounted monitoring module;
setting a medical waste information electronic tag on a medical waste transfer barrel of a medical waste transfer station of a hospital;
a weighing module based on Bluetooth communication is respectively arranged at a hospital medical waste transfer station and a medical waste disposal center;
the medical waste collection and transportation vehicle carries out the specific process of medical waste collection:
the medical waste collection and transportation vehicle enters a medical waste transfer station of a hospital;
the medical waste to be transported is associated with the medical waste collection and transportation vehicle by respectively scanning the medical waste information electronic tag on the medical waste transport barrel and the vehicle information electronic tag of the medical waste collection and transportation vehicle through the medical waste transport APP;
acquiring the weight of medical waste through a weighing module based on Bluetooth communication of a medical waste transfer station of a hospital, uploading medical waste information to be transferred, the time for collection and transportation and vehicle information of a medical waste collection and transportation vehicle to a server-side database, and then placing the medical waste into a medical waste turnover barrel of the medical waste collection and transportation vehicle;
the medical waste collection and transportation vehicle carries out the specific process of medical waste transportation:
in the transportation and running process of medical wastes, acquiring the position, speed and time of a medical waste collecting and transporting vehicle in real time through a Beidou positioning module;
acquiring a monitoring video of the medical waste collection and transportation vehicle through a vehicle monitoring module;
transmitting the position, speed, time and monitoring video of the medical waste collecting and transporting vehicle to a server in real time through a wireless communication module;
the server end carries out abnormal analysis on the vehicle monitoring video based on an artificial intelligent algorithm, identifies illegal intrusion behaviors possibly causing medical waste loss, and sends the abnormal behaviors to the vehicle through the vehicle wireless communication module so as to realize real-time early warning;
the medical waste collection and transportation vehicle arrives at a medical waste treatment center to carry out medical waste handover, and the specific flow is as follows:
the medical waste collection and transportation vehicle arrives at a medical waste disposal center, and medical waste weight information of a weighing module of the medical waste disposal center based on Bluetooth communication is acquired through a medical waste transportation APP;
transmitting the medical waste weight information to a server, and comparing the medical waste weight information with the weight information acquired by the medical waste transfer station of the hospital to finish medical waste handover;
the wireless communication module is a communication module based on 4G/5G;
the vehicle monitoring module includes at least: the vehicle tail camera, the carriage left outer camera and the carriage right camera;
the artificial intelligence algorithm is a target detection algorithm based on deep learning, and comprises the following steps: yolo series target detection algorithm.
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| CN202210452817.7A CN114742508B (en) | 2022-04-27 | 2022-04-27 | Medical waste collection and transportation tracking and supervision method based on Beidou positioning and artificial intelligence |
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Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101615312A (en) * | 2009-07-30 | 2009-12-30 | 深圳市远望谷信息技术股份有限公司 | Tracking management method of medical waste and system |
| CN109993489A (en) * | 2019-04-24 | 2019-07-09 | 山东柠檬信息科技有限公司 | A kind of medical material transhipment information query method and system |
| CN111667222A (en) * | 2020-06-15 | 2020-09-15 | 南京贝克勒尔智能科技有限公司 | Medical waste loses emergency processing system |
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- 2022-04-27 CN CN202210452817.7A patent/CN114742508B/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101615312A (en) * | 2009-07-30 | 2009-12-30 | 深圳市远望谷信息技术股份有限公司 | Tracking management method of medical waste and system |
| CN109993489A (en) * | 2019-04-24 | 2019-07-09 | 山东柠檬信息科技有限公司 | A kind of medical material transhipment information query method and system |
| CN111667222A (en) * | 2020-06-15 | 2020-09-15 | 南京贝克勒尔智能科技有限公司 | Medical waste loses emergency processing system |
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