CN112508379A - Method and system for identifying violation behaviors of constructors - Google Patents
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Abstract
The invention discloses a method and a system for identifying violation behaviors of constructors, wherein the method comprises the following steps: acquiring action route information and/or construction action information and/or machine operation information of constructors in a construction site; and judging whether the constructor has violation behaviors according to the action route information and/or the construction action information and/or the machine operation information. The invention solves the problem of how to comprehensively detect the construction action completion degree and completion sequence of constructors in a construction site, and whether an action route or machine operation violates rules.
Description
Technical Field
The invention belongs to the technical field of intelligent construction, and particularly relates to a method and a system for identifying violation behaviors of constructors.
Background
The action of the existing constructors is mainly acquired through camera shooting acquisition equipment or sensor equipment, and the action specification of the constructors is judged or safety monitoring is carried out. The current related technology for identifying the behaviors of constructors, such as Chinese patent 'an intelligent construction site personnel management method, system, intelligent terminal and storage medium' with application number CN202010548648.8, proposes to acquire the current wearing information when the current constructor wears a safety helmet, find out the working amplitude, and judge whether the current movement amplitude is consistent with the working amplitude; and if the current motion amplitude is inconsistent with the working amplitude or is in a non-working area, acquiring the current time, accumulating and acquiring the rest duration, finding out the prompt intensity, uploading and storing the prompt intensity and prompting according to the prompt intensity. Chinese patent CN201520782116.5, "a monitor for miner safety", proposes to monitor physical sign data, ambient environment, movement track and location by a monitoring wristband worn on the wrist, and transmit the monitoring data to a ground dispatching center through a radio frequency antenna of a transmitter, so as to realize centralized monitoring of physical sign data and construction behavior of the downhole workers. Chinese patent CN201610834456.7, worker safety behavior monitoring system based on video capture, proposes that a video acquisition device acquires the daily work behavior of workers on a construction site, a video processor receives the acquired video, runs a program, forms a video in which the behavior video of the workers and the safety behavior rule of the workers are superposed, and inputs the video into a display device; setting a dangerous area; and intelligently judging whether the behavior of the constructor meets the standard requirement or not according to the superposed video provided by the display equipment, and giving an alarm.
According to the technical scheme, the action of the personnel is collected, and the action specification of the personnel is judged or safety monitoring is carried out. But cannot effectively detect whether the construction action completion degree and completion sequence of constructors, action routes or machine operation information of the constructors violate rules or not. At present, no technical scheme for comprehensively detecting whether the construction action completion degree, the completion sequence, the action route or the machine operation of a constructor violates rules or not in a construction site exists, and therefore a method and a system for identifying the violation behaviors of the constructor are provided.
Disclosure of Invention
In order to solve the problems, the invention provides a method and a system for identifying violation behaviors of constructors.
The invention depends on a positioning device, an entrance guard device and a camera device.
The invention discloses a method for identifying violation behaviors of constructors, which is characterized by comprising the following steps:
acquiring action route information and/or construction action information and/or machine operation information of constructors in a construction site;
and judging whether the constructor has violation behaviors according to the action route information and/or the construction action information and/or the machine operation information.
Preferably, the action route information is any one or more combination of an action track generated according to position data of the constructor at a plurality of continuous sampling moments and position information of the constructor staying in the construction site.
Preferably, the construction action information is any one or more of the information on whether a construction action is in place, the completion sequence information of a plurality of types of construction actions, and the construction action completion degree information related to a construction project.
Preferably, the machine operation information is any one or more combination of start-up time information of the machine, whether start-up operation of the machine is standard, operation execution sequence information of the machine, whether shut-down operation of the machine is standard, and shut-down time information of the machine.
Preferably, the step of judging whether the constructor has the violation behavior according to the action route information and/or the construction action information and/or the machine operation information includes the steps of:
acquiring work type information of constructors, wherein the work type information comprises construction routes, construction projects and machine operation specifications corresponding to work types;
calculating an action route rationality value according to a construction route corresponding to the work type and an action route of a constructor within a period of time;
calculating a construction action rationality value according to construction projects corresponding to the work types and construction action information of constructors;
calculating the operation rationality value of the machine according to the corresponding machine operation specification of the work type and the operation information of the constructor;
calculating a constructor behavior rationality value according to the action route rationality value and/or the construction action rationality value and/or the machine operation rationality value;
and when the behavior rationality value of the constructor is smaller than the set rationality threshold value, judging that the constructor has illegal behaviors.
Further preferably, the calculating of the action route rationality value according to the construction route corresponding to the work type and the action route of the constructor in a period of time includes the steps of:
calculating the construction position range and the construction position point sequence corresponding to the current construction project of the construction worker types according to the construction route corresponding to each work type;
calculating the contact ratio of the action route and the construction project position range according to the coverage range of the action route of the constructor and the construction position range corresponding to the construction project of the constructor work type;
calculating the contact ratio of the action route and the construction position point sequence according to the position point sequence of the action route of the constructor and the construction position point sequence corresponding to the current construction project of the construction worker type;
and calculating the rationality value of the action route according to the contact ratio of the action route and the construction project position range and/or the contact ratio of the action route and the construction position point sequence.
Further preferably, the calculating the rationality value of the construction action according to the construction project corresponding to the work type and the construction action information of the constructor includes the steps of:
acquiring construction action requirements of construction projects corresponding to the work types of constructors;
calculating the completion degree of the construction action according to the construction action of the constructor and the construction action requirement of the construction project;
calculating the completion degree of the construction action sequence according to the construction action sequence of the constructors and the construction action requirement of the construction project;
and calculating the rationality value of the construction action according to the completion degree of the construction action and/or the completion degree of the construction action sequence.
Further preferably, the calculating of the machine operation rationality value according to the machine operation specifications corresponding to the work category and the operation information of the constructor comprises the steps of:
acquiring machine operation specifications of construction projects corresponding to corresponding work types of constructors;
calculating the rationality value of the machine operation action according to the machine operation action of the constructor and the machine operation specification;
calculating the rationality value of the machine operation sequence according to the machine operation sequence of the constructor and the machine operation specification;
a machine operation rationality value is calculated from the rationality value of the machine operation action and/or the rationality value of the machine operation sequence.
A computer-readable storage medium storing a computer program for electronic data exchange, wherein the computer program causes a computer to perform the above method.
A constructor violation identification system, comprising:
a set of sensors; the sensors comprise any one or more of a sensor for acquiring the position information of constructors in a construction site, a sensor for acquiring the construction action information of the constructors and a sensor for acquiring the machine operation information of the constructors;
a processor;
a memory;
and
one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by the processor, the programs causing the computer to perform the method of claim above.
The method and the system have the advantages that:
(1) all behaviors executed by the constructors in the construction site can be effectively reflected by detecting the action route information and/or the construction action information and/or the machine operation information of the constructors in the construction site.
(2) And calculating the rationality value of the action route according to the contact ratio of the action route and the construction project position range and/or the contact ratio of the action route and the construction position point sequence, and effectively judging whether the constructor reasonably moves in the construction site according to the construction task.
(3) And calculating the rationality value of the construction actions according to the completion degree of the construction actions and/or the completion degree of the construction action sequence, and effectively judging whether the constructors carry out reasonable construction according to the action sequence and the action completion degree required by the construction projects.
(4) The rationality value of the machine operation sequence is calculated according to the machine operation sequence and the machine operation specification of the constructor, and whether the constructor reasonably operates according to the standard and the operation sequence of the machine operated by the constructor can be effectively judged.
(5) And calculating the behavior rationality value of the constructor according to the action route rationality value and/or the construction action rationality value and/or the machine operation rationality value, and effectively describing whether the behavior of the constructor in the construction site is reasonable or not from multiple dimensions.
Drawings
FIG. 1 is a flow chart of steps of a method for identifying a violation by a constructor in accordance with an embodiment of the present invention;
FIG. 2 is a block diagram of a system for identifying violation of a constructor according to an embodiment of the invention.
Detailed Description
The following describes in detail preferred embodiments of the present invention.
The invention depends on a positioning device, an entrance guard device and a camera device. The constructor in-place detection method can be applied to different application scenes, such as indoor decoration, community maintenance, construction sites, bridge repair and road repair and the like, and different modes of acquiring the action route information and/or the construction action information and/or the machine operation information of constructors are different according to different application scenes.
The embodiment of the method for identifying the violation behaviors of the constructors, disclosed by the invention, has the flow chart shown in figure 1, and is characterized in that:
acquiring action route information and/or construction action information and/or machine operation information of constructors in a construction site;
and judging whether the constructor has violation behaviors according to the action route information and/or the construction action information and/or the machine operation information.
Preferably, the action route information is any one or more combination of an action track generated according to position data of the constructor at a plurality of continuous sampling moments and position information of the constructor staying in the construction site. In this embodiment, the action route information of the constructor is obtained by using a camera, a position sensor and other sensing devices according to the position data of the constructor, and different application scenes such as interior decoration, cell maintenance, building site, bridge repair and road repair and other scenes can use different action route information to represent the actual action route of the constructor according to different requirements, for example, any one or more combinations of an action track generated according to the position data of the constructor at a plurality of continuous sampling times and position information of the constructor staying in the construction site.
Preferably, the construction action information is any one or more of the information on whether a construction action is in place, the completion sequence information of a plurality of types of construction actions, and the construction action completion degree information related to a construction project. In this embodiment, the action route information of the constructor is obtained through the sensing devices such as the camera, the displacement sensor and the action sensing sensor, and different application scenes such as indoor decoration, community maintenance, building site, bridge repair and road repair and the like can use different construction action information to represent the actual construction action of the constructor according to different construction projects, for example, whether the construction action is in place, the completion sequence information of various construction actions, and any one or more combinations of the construction action completion degree information related to the construction projects.
Preferably, the machine operation information is any one or more combination of start-up time information of the machine, whether start-up operation of the machine is standard, operation execution sequence information of the machine, whether shut-down operation of the machine is standard, and shut-down time information of the machine. In this embodiment, the machine operation information of the constructor is obtained through a camera, a machine sensor and other sensing devices, and different application scenarios, such as indoor decoration, cell maintenance, construction site, bridge repair, road repair and other scenarios, may use different machine operation information to represent the actual machine operation of the constructor according to different construction projects and machine types, for example, any one or more combinations of the start time information of the machine, whether the start operation of the machine is standard, the operation execution sequence information of the machine, whether the shutdown operation of the machine is standard, and the shutdown time information of the machine.
Preferably, the step of judging whether the constructor has the violation behavior according to the action route information and/or the construction action information and/or the machine operation information includes the steps of:
acquiring work type information of constructors, wherein the work type information comprises construction routes, construction projects and machine operation specifications corresponding to work types;
calculating an action route rationality value according to a construction route corresponding to the work type and an action route of a constructor within a period of time;
calculating a construction action rationality value according to construction projects corresponding to the work types and construction action information of constructors;
calculating the operation rationality value of the machine according to the corresponding machine operation specification of the work type and the operation information of the constructor;
calculating a constructor behavior rationality value according to the action route rationality value and/or the construction action rationality value and/or the machine operation rationality value;
and when the behavior rationality value of the constructor is smaller than the set rationality threshold value, judging that the constructor has illegal behaviors.
Further preferably, the calculating of the action route rationality value according to the construction route corresponding to the work type and the action route of the constructor in a period of time includes the steps of:
calculating the construction position range and the construction position point sequence corresponding to the current construction project of the construction worker types according to the construction route corresponding to each work type;
calculating the contact ratio of the action route and the construction project position range according to the coverage range of the action route of the constructor and the construction position range corresponding to the construction project of the constructor work type;
calculating the contact ratio of the action route and the construction position point sequence according to the position point sequence of the action route of the constructor and the construction position point sequence corresponding to the current construction project of the construction worker type;
and calculating the rationality value of the action route according to the contact ratio of the action route and the construction project position range and/or the contact ratio of the action route and the construction position point sequence.
In this embodiment, different application scenarios, such as interior decoration, cell maintenance, construction site, bridge repair, road repair, etc., may obtain the construction position range and the sequence of the construction position points of the construction project corresponding to the work type according to the respective different construction work types and the construction tasks corresponding to the work types, where the construction position range is represented by the area S;
the step of calculating the contact ratio of the action route and the construction project position range according to the coverage range of the action route of the constructor and the construction position range corresponding to the construction project of the constructor at present is to obtain the contact ratio m of the action route and the construction project position range according to the contact ratio (the ratio of a contact area to a total area, the ratio of a contact area to the action route coverage area, the ratio of the contact area to a construction position range, or any one or more combinations of the ratios of the contact area to a non-contact area) of the area covered by the action route of the constructor and the construction position range S, wherein the value range of m is 0-1;
the step of calculating the contact ratio of the action route and the construction position point sequence according to the position point sequence of the action route of the constructor and the construction position point sequence corresponding to the current construction project of the constructor is to obtain the contact ratio n of the action route and the construction position point sequence according to the contact ratio (any one or more combinations of the ratio of the contact position point to the total position point, the ratio of the contact position point to the position point where the action route stays, the ratio of the contact position point to the construction position point, or the ratio of the contact position point to the number of the non-regional contact position points) of the position point sequence where the action route stays and the construction position point sequence, wherein the value range of n is 0-1.
Table a shows different embodiments of calculating the action route rationality values a1 to A3, where the degree of overlap m between the action route and the construction project position range and the degree of overlap n between the action route and the construction position point sequence in table a are obtained in the above embodiments.
TABLE A different embodiments for calculating an action route rationality value
Further preferably, the calculating the rationality value of the construction action according to the construction project corresponding to the work type and the construction action information of the constructor includes the steps of:
acquiring construction action requirements of construction projects corresponding to the work types of constructors;
calculating the completion degree of the construction action according to the construction action of the constructor and the construction action requirement of the construction project;
calculating the completion degree of the construction action sequence according to the construction action sequence of the constructors and the construction action requirement of the construction project;
and calculating the rationality value of the construction action according to the completion degree of the construction action and/or the completion degree of the construction action sequence.
In the embodiment, different application scenes such as indoor decoration, community maintenance, building sites, bridge repair, road repair and the like can obtain the construction action requirements and the construction action sequence of the construction projects corresponding to the work types according to different construction work types and construction tasks corresponding to the work types;
the method comprises the steps that the construction action completion degree is calculated according to construction actions of constructors and construction project construction action requirements, wherein the construction action completion degree p is obtained according to the superposition degree (the ratio of the number of superposition actions to the total number of actions or the ratio of the number of superposition actions to the number of constructors or the ratio of the number of superposition actions to the number of actions required by the construction project or any one or more combinations of the action completion ratios) of the construction actions of the constructors and the construction project requirements, and the value range of p is 0-1;
the construction action sequence completion degree is calculated according to the construction action sequence of the constructors and the construction action requirement of the construction project, namely the construction action sequence completion degree q is obtained according to the superposition proportion of the connection relation of each construction action of the constructors and the connection relation of the construction actions required by the construction project (the ratio of the number of the connection relations of the superposition actions to the total number of the connection relations of the actions or the ratio of the number of the connection relations of the superposition actions to the number of the connection relations of the constructors or the ratio of the number of the connection relations of the superposition actions to the number of the connection relations of the actions required by the construction project or any one or more combinations of the completion proportion of the connection relations of the actions), and the value range of.
In table B, B1 to B3 show different embodiments for calculating the rationality value of the construction work, and the completion p of the construction work and the completion q of the construction work sequence referred to in table B are obtained in the above embodiments.
Table B different embodiments for calculating the rationality value of a construction action
Further preferably, the calculating of the machine operation rationality value according to the machine operation specifications corresponding to the work category and the operation information of the constructor comprises the steps of:
acquiring machine operation specifications of construction projects corresponding to corresponding work types of constructors;
calculating the rationality value of the machine operation action according to the machine operation action of the constructor and the machine operation specification;
calculating the rationality value of the machine operation sequence according to the machine operation sequence of the constructor and the machine operation specification;
a machine operation rationality value is calculated from the rationality value of the machine operation action and/or the rationality value of the machine operation sequence.
In this embodiment, different application scenarios, such as interior decoration, cell maintenance, construction site, bridge repair, road repair, etc., can obtain the machine type of the construction project corresponding to the work type and the operation action and operation sequence required by the machine operation specification according to different construction work types and construction tasks corresponding to the work types;
the rationality value of the machine operation action is calculated according to the machine operation action of the constructor and the machine operation specification, namely the rationality value u of the machine operation action is obtained according to the coincidence degree (the ratio of the number of coincident operations to the total number of operations or the ratio of the number of coincident operations to the number of constructor operations or any one or more combinations of the operation completion ratios) of the machine operation action of the constructor and the operation action specification of the corresponding machine type, and the value range of the u is 0-1;
the rationality value of the machine operation sequence is calculated according to the machine operation sequence of the constructor and the machine operation specification, namely the rationality value v of the machine operation sequence is obtained according to the superposition proportion of the connection relation of the machine operation actions of the constructor and the action connection relation required by the operation specification of the corresponding machine type (the ratio of the number of the superposition operation connection relations to the total number of the operation connection relations or the ratio of the number of the superposition operation connection relations to the number of the operation connection relations of the constructor or the ratio of the number of the superposition operation connection relations to the number of the operation connection relations required by the construction project or any one or more combinations of the completion proportion of the operation connection relations), and the value range of v is 0-1.
C1-C3 in table C show different embodiments of calculating the machine operation rationality values, wherein the rationality values u of the machine operation actions and the rationality values v of the machine operation sequences referred to in table C are obtained in the above-described embodiments.
TABLE C different embodiments of calculating machine operating rationality values
Table D, D1-D7, shows various embodiments of calculating the operator behavior rationality values, wherein the action route rationality value a, the construction action rationality value B, and the machine operation rationality value C referred to in table D are obtained from any of tables a, B, and C, respectively.
Table D different embodiments for calculating the rationality value of the behavior of the constructor
Different rationality threshold values are set according to different project requirements in different application scenes such as indoor decoration, community maintenance, building sites, bridge repair and road repair and the like, and are recorded as X. In this embodiment, the rationality threshold X for interior finishing and cell repair is 1, the rationality threshold X for a building site is 0.8, and the rationality threshold X for bridge repair and road repair is 0.5.
And judging whether the behavior rationality value X of the constructor obtained from any one of the tables D is larger than the rationality threshold value X of the construction site of the current scene, and if so, judging that the constructor has illegal behaviors. In this embodiment, if the scene where the constructor is located is a construction site, the rationality threshold X is 0.8, and the constructor behavior rationality value X is 0.96> X obtained from any one of the tables D (e.g., D7), it is determined that the constructor does not have an illegal behavior.
A computer-readable storage medium storing a computer program for electronic data exchange, wherein the computer program causes a computer to perform the above method.
A system for identifying violation behaviors of constructors is schematically shown in FIG. 2, and is characterized by comprising:
a set of sensors; the sensors comprise any one or more of a sensor for acquiring the position information of constructors in a construction site, a sensor for acquiring the construction action information of the constructors and a sensor for acquiring the machine operation information of the constructors;
a processor;
a memory;
and
one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by the processor, the programs causing the computer to perform the above-described method.
Of course, those skilled in the art should realize that the above embodiments are only used for illustrating the present invention, and not as a limitation to the present invention, and that the changes and modifications of the above embodiments will fall within the protection scope of the present invention as long as they are within the scope of the present invention.
Claims (10)
1. A method for identifying violation behaviors of constructors is characterized by comprising the following steps:
acquiring action route information and/or construction action information and/or machine operation information of constructors in a construction site;
and judging whether the constructor has violation behaviors according to the action route information and/or the construction action information and/or the machine operation information.
2. The method for identifying violation of constructor according to claim 1, wherein the action route information is any one or more of an action track generated according to position data of constructor at a plurality of consecutive sampling moments, and position information of constructor staying in a construction site.
3. The method for identifying violation behaviors of constructors according to claim 1, wherein the construction action information is any one or more of the group consisting of whether a construction action is in place, completion sequence information of a plurality of construction actions, and construction action completion degree information related to a construction project.
4. The constructor violation identification method according to claim 1, wherein the machine operation information is any one or more of start-up time information of the machine, whether start-up operation of the machine is standard, operation execution sequence information of the machine, whether shut-down operation of the machine is standard, and shut-down time information of the machine.
5. The method for identifying violation of constructor according to claim 1, wherein the step of determining whether the violation exists in constructor according to action route information and/or construction action information and/or machine operation information comprises the steps of:
acquiring work type information of constructors, wherein the work type information comprises construction routes, construction projects and machine operation specifications corresponding to work types;
calculating an action route rationality value according to a construction route corresponding to the work type and an action route of a constructor within a period of time;
calculating a construction action rationality value according to construction projects corresponding to the work types and construction action information of constructors;
calculating the operation rationality value of the machine according to the corresponding machine operation specification of the work type and the operation information of the constructor;
calculating a constructor behavior rationality value according to the action route rationality value and/or the construction action rationality value and/or the machine operation rationality value;
and when the behavior rationality value of the constructor is smaller than the set rationality threshold value, judging that the constructor has illegal behaviors.
6. The method for identifying violation of constructors according to claim 5, wherein calculating an action route rationality value according to a construction route corresponding to a work type and an action route of constructors within a period of time comprises the steps of:
calculating the construction position range and the construction position point sequence corresponding to the current construction project of the construction worker types according to the construction route corresponding to each work type;
calculating the contact ratio of the action route and the construction project position range according to the coverage range of the action route of the constructor and the construction position range corresponding to the construction project of the constructor work type;
calculating the contact ratio of the action route and the construction position point sequence according to the position point sequence of the action route of the constructor and the construction position point sequence corresponding to the current construction project of the construction worker type;
and calculating the rationality value of the action route according to the contact ratio of the action route and the construction project position range and/or the contact ratio of the action route and the construction position point sequence.
7. The method for identifying violation behaviors of constructors according to claim 5, wherein the step of calculating the construction behavior rationality value according to the construction items corresponding to the work types and the construction behavior information of constructors comprises the steps of:
acquiring construction action requirements of construction projects corresponding to the work types of constructors;
calculating the completion degree of the construction action according to the construction action of the constructor and the construction action requirement of the construction project;
calculating the completion degree of the construction action sequence according to the construction action sequence of the constructors and the construction action requirement of the construction project;
and calculating the rationality value of the construction action according to the completion degree of the construction action and/or the completion degree of the construction action sequence.
8. The method for identifying violation of constructor according to claim 1, wherein calculating the machine operation rationality value according to the operation specifications of the corresponding machine of the job type and the operation information of constructor comprises the steps of:
acquiring machine operation specifications of construction projects corresponding to corresponding work types of constructors;
calculating the rationality value of the machine operation action according to the machine operation action of the constructor and the machine operation specification;
calculating the rationality value of the machine operation sequence according to the machine operation sequence of the constructor and the machine operation specification;
a machine operation rationality value is calculated from the rationality value of the machine operation action and/or the rationality value of the machine operation sequence.
9. A computer-readable storage medium storing a computer program for electronic data exchange, wherein the computer program causes a computer to perform the method according to any one of claims 1-8.
10. A constructor violation identification system, comprising:
a set of sensors; the sensors comprise any one or more of a sensor for acquiring the position information of constructors in a construction site, a sensor for acquiring the construction action information of the constructors and a sensor for acquiring the machine operation information of the constructors;
a processor;
a memory;
and
one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by the processor, the programs causing the computer to perform the method of any of claims 1-8.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011392530.7A CN112508379A (en) | 2020-12-01 | 2020-12-01 | Method and system for identifying violation behaviors of constructors |
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| CN202011392530.7A CN112508379A (en) | 2020-12-01 | 2020-12-01 | Method and system for identifying violation behaviors of constructors |
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| CN202011392530.7A Withdrawn CN112508379A (en) | 2020-12-01 | 2020-12-01 | Method and system for identifying violation behaviors of constructors |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114469024A (en) * | 2021-12-23 | 2022-05-13 | 广东建采网科技有限公司 | Construction worker safety early warning method and system based on smart band |
| CN116168350A (en) * | 2023-04-26 | 2023-05-26 | 四川路桥华东建设有限责任公司 | Intelligent monitoring method and device for realizing constructor illegal behaviors based on Internet of things |
-
2020
- 2020-12-01 CN CN202011392530.7A patent/CN112508379A/en not_active Withdrawn
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114469024A (en) * | 2021-12-23 | 2022-05-13 | 广东建采网科技有限公司 | Construction worker safety early warning method and system based on smart band |
| CN114469024B (en) * | 2021-12-23 | 2023-12-22 | 广东智云城建科技有限公司 | Intelligent bracelet-based construction worker safety early warning method and system |
| CN116168350A (en) * | 2023-04-26 | 2023-05-26 | 四川路桥华东建设有限责任公司 | Intelligent monitoring method and device for realizing constructor illegal behaviors based on Internet of things |
| CN116168350B (en) * | 2023-04-26 | 2023-06-27 | 四川路桥华东建设有限责任公司 | Intelligent monitoring method and device for realizing constructor illegal behaviors based on Internet of things |
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