CN109922449A - Data informationization acquisition, management and analysis system and method - Google Patents
Data informationization acquisition, management and analysis system and method Download PDFInfo
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Abstract
The present invention provides data informationization acquisition, management and analysis system and methods, wherein the system comprises data wirelessly to obtain module, control data corporation and user terminal, which comprises control data corporation receives and stores and wirelessly obtains the data that module is acquired in real time and sent in time by data；The control data corporation receives the login account information sent by user terminal, and the login account information is matched with pre-stored login account information, establishes and communicates to connect with the user terminal when successful match；The control data corporation carries out anomaly analysis to received data, when received data is abnormal, abnormal data is sent to the user terminal established communication, the abnormal data are presented with the man-machine interface by the user terminal.
Description
Technical field
The present invention relates to data to manage technical field, and in particular to data informationization acquisition, management and analysis system and side
Method.
Background technique
With the development of science and technology, the personal monitoring of early stage is eliminated substantially, traditional way is exactly to send someone to each
Monitoring region holds the detection device data inputting that is monitored, and will acquire to relevant system, this monitoring method efficiency
It is low, at high cost, and user can not get required data in real time.
With the development of computer technology and wireless sensor network technology, the wireless monitor in extensive area is provided
Possible ways and means.Wireless sensor network is the net being made of a large amount of wireless sensor nodes with self-organizing mode
Network, it has, and sensor node density is high, network topology change is frequent and node power, computing capability and data storage capacities
The features such as limited, so that wireless sensor network is led in environmental monitoring military affairs, medical treatment & health, family intelligent monitoring and other business
Domain has a wide range of applications.However, the finite energy of existing wireless sensor network because sensor node, still remains
More defect.
Summary of the invention
In view of the above-mentioned problems, the present invention provides data informationization acquisition, management and analysis system and method.
The purpose of the present invention is realized using following technical scheme:
First aspect present invention embodiment provides data informationization acquisition, management and analysis system, which includes number
Module, control data corporation and user terminal are obtained according to wireless, it is real-time for carrying out to data that the data wirelessly obtain module
Acquisition, and data collected are transmitted to control data corporation in time；
The control data corporation includes database, data management module and data analysis module, and the database is used for
Storage wirelessly obtains received data and the login account information of the user terminal, the data from module from the data
Management module is for being managed the received data and the login account information；
Login account of the data analysis module in the login account information and date library that the user terminal is sent
When information matches, establishes and communicate to connect with the user terminal；
The data analysis module is used to carry out anomaly analysis to the received data, occurs in the received data
When abnormal, abnormal data are sent to the user terminal established communication by the data analysis module, to pass through the use
The abnormal data are presented in the man-machine interface of family terminal；
Wherein, it includes aggregation node and multiple for acquiring the sensor nodes of data that the data, which wirelessly obtain module,
When the distance of sensor node to aggregation node is less than current distance threshold, select the mode of direct communication and aggregation node logical
Otherwise letter selects the mode of indirect communication to communicate with aggregation node, the mode of the direct communication is that sensor node directly will
The data of acquisition are sent to the aggregation node, and the mode of the indirect communication is that the data of acquisition are sent to by sensor node
Next-hop node, to forward the data of the acquisition by next-hop node, until the data of the acquisition are sent to aggregation node.
In a kind of mode that can be realized of first aspect present invention embodiment, pipe is carried out to the received data
Reason, including data in database are checked, modified and/or added.
In a kind of mode that can be realized of first aspect present invention embodiment, the data analysis module is also used to:
Response establishes communication the access request of the user terminal of connection, and the operation interface for providing the data of storage is whole to the user
End；
The data analysis module responds operation of the user terminal based on the operation interface.
In a kind of mode that can be realized of first aspect present invention embodiment, the login account information includes account
Number, the identity card identification information of password and account owner.
Second aspect of the present invention embodiment provides data informationization acquisition, management and analysis method, this method comprises:
Control data corporation receives and stores and wirelessly obtains the data that module is acquired in real time and sent in time by data；
The control data corporation receives the login account information sent by user terminal, and by the login account information
It is matched with pre-stored login account information, establishes and communicate to connect with the user terminal when successful match；
The control data corporation carries out anomaly analysis to received data, when received data is abnormal,
Abnormal data are sent to the user terminal established communication, described in presenting by the man-machine interface of the user terminal
Abnormal data.
In a kind of mode that can be realized of second aspect of the present invention embodiment, the control data corporation is also to storage
Data and login account information be managed, the management to data include the data of storage are checked, modify and/or
Addition.
In a kind of mode that can be realized of second aspect of the present invention embodiment, communication link is established with the user terminal
After connecing, the control data corporation is also responsive to establish communication the access request of the user terminal of connection, provides storage
The operation interface of data gives the user terminal；
The control data corporation responds operation of the user terminal based on the operation interface.
The above embodiment of the present invention is based on wireless sensor network technology, realizes the wireless communication of data and to data
Processing in real time uses manpower and material resources sparingly without wiring；It, can be more effectively by the interaction of data analysis module and user terminal
Data needed for user are presented to the user more in real time；By carrying out account information verifying to user terminal, data are realized
The protection of privacy.
Detailed description of the invention
The present invention will be further described with reference to the accompanying drawings, but the embodiment in attached drawing is not constituted to any limit of the invention
System, for those of ordinary skill in the art, without creative efforts, can also obtain according to the following drawings
Other attached drawings.
Fig. 1 is the structural representation of the data informationization acquisition of an illustrative embodiment of the invention, management and analysis system
Block diagram；
Fig. 2 is the process of the data informationization acquisition of an illustrative embodiment of the invention, management and analysis system method
Schematic diagram.
Appended drawing reference:
Data wirelessly obtain module 1, control data corporation 2, user terminal 3.
Specific embodiment
The invention will be further described with the following Examples.
Referring to Fig. 1, first aspect present invention embodiment provides data informationization acquisition, management and analysis system, this is
System includes that data wirelessly obtain module 1, control data corporation 2 and user terminal 3, the data wirelessly obtain module 1 for pair
Data are acquired in real time, and data collected are transmitted to control data corporation 2 in time；
The control data corporation 2 includes database, data management module and data analysis module, and the database is used for
Store received data and the login account information of the user terminal 3 from wirelessly obtaining module 1 from the data, the number
According to management module for being managed to the received data and the login account information；
Login account of the data analysis module in the login account information and date library that the user terminal 3 is sent
When information matches, establishes and communicate to connect with the user terminal 3；
The data analysis module is used to carry out anomaly analysis to the received data, occurs in the received data
When abnormal, abnormal data are sent to the user terminal 3 established communication by the data analysis module, to pass through the use
The abnormal data are presented in the man-machine interface of family terminal 3；
Wherein, it includes aggregation node and multiple for acquiring the sensor nodes of data that the data, which wirelessly obtain module 1,
When the distance of sensor node to aggregation node is less than current distance threshold, select the mode of direct communication and aggregation node logical
Otherwise letter selects the mode of indirect communication to communicate with aggregation node, the mode of the direct communication is that sensor node directly will
The data of acquisition are sent to the aggregation node, and the mode of the indirect communication is that the data of acquisition are sent to by sensor node
Next-hop node, to forward the data of the acquisition by next-hop node, until the data of the acquisition are sent to aggregation node.
In a kind of mode that can be realized of first aspect present invention embodiment, pipe is carried out to the received data
Reason, including data in database are checked, modified and/or added.
In a kind of mode that can be realized of first aspect present invention embodiment, the data analysis module is also used to:
Response establishes communication the access request of the user terminal 3 of connection, provides the operation interface of the data of storage to the user
Terminal 3；
The data analysis module responds the operation of the user terminal 3 based on the operation interface.
In a kind of mode that can be realized of first aspect present invention embodiment, the login account information includes account
Number, the identity card identification information of password and account owner.
As shown in Fig. 2, second aspect of the present invention embodiment provides data informationization acquisition, management and analysis method, it should
Method includes:
S01 control data corporation 2 receives and stores and wirelessly obtains the number that module 1 is acquired in real time and sent in time by data
According to.
Control data corporation 2 described in S02 receives the login account information that is sent by user terminal 3, and by the login account
Number information is matched with pre-stored login account information, establishes communication link with the user terminal 3 when successful match
It connects.
Control data corporation 2 described in S03 carries out anomaly analysis to received data, is abnormal in received data
When, abnormal data are sent to the user terminal 3 established communication, are in the man-machine interface by the user terminal 3
The existing abnormal data.
Wherein, it includes aggregation node and multiple for acquiring the sensor nodes of data that the data, which wirelessly obtain module 1,
When the distance of sensor node to aggregation node is less than current distance threshold, select the mode of direct communication and aggregation node logical
Otherwise letter selects the mode of indirect communication to communicate with aggregation node, the mode of the direct communication is that sensor node directly will
The data of acquisition are sent to the aggregation node, and the mode of the indirect communication is that the data of acquisition are sent to by sensor node
Next-hop node, to forward the data of the acquisition by next-hop node, until the data of the acquisition are sent to aggregation node.
In a kind of mode that can be realized of second aspect of the present invention embodiment, the control data corporation 2 is also to depositing
The data and login account information of storage are managed, the management to data include the data of storage are checked, modify and/
Or addition.
In a kind of mode that can be realized of second aspect of the present invention embodiment, communicated with the user terminal 3 foundation
After connection, the control data corporation 2 is also responsive to establish communication the access request of the user terminal 3 of connection, provides and deposits
The operation interface of the data of storage gives the user terminal 3；
The control data corporation 2 responds the operation of the user terminal 3 based on the operation interface.
The above embodiment of the present invention is based on wireless sensor network technology, realizes the wireless communication of data and to data
Processing in real time uses manpower and material resources sparingly without wiring；It, can be more effectively by the interaction of data analysis module and user terminal 3
Data needed for user are presented to the user more in real time；By carrying out account information verifying to user terminal 3, data are realized
The protection of privacy.
In the data informationization acquisition, management and analysis system and method for above-described embodiment, if sensor node is most
Big communication distance is Rmax, minimal communications distance is Rmin, the distance threshold set by aggregation node and broadcasted to each biography
Sensor node, aggregation node set initial distance threshold as
The aggregation node is according to preset period Δ T0It periodically gets its distance and is less than current distance threshold value
The energy information of all the sensors node, the energy information include the current remaining and primary power of sensor node,
And calculate the current remaining average value P of all the sensors nodeavgWith primary power average value Pavg0, the convergence
Node judgementIt is whether true, if so, the aggregation node updates current distance threshold according to the following formula
And to each sensor node broadcasts, if not, update of the aggregation node without distance threshold:
In formula, YTIt (g) is the distance threshold of the g times update, YTIt (g-1) is the distance threshold of the g-1 times update, Φ is base
Son is influenced in the distance of energy consumption, the value range of Φ is [0.4,0.6], and k indicates to be less than current distance threshold to aggregation node distance
K-th of sensor node of value, M are the sensor node quantity for being less than current distance threshold value to aggregation node distance, Ymin(k)
For the distance of the nearest sensor node of distance in k-th of sensor node to its communication range, YmaxIt (k) is the kth
The distance of the farthest sensor node of distance in a sensor node to its communication range.
Work as YT(g) reach preset when reaching preset frequency threshold value apart from the upper limit or update times, stop distance threshold
The update of value.
In the present embodiment, aggregation node is according to preset period Δ T0It periodically gets its distance and is less than current distance
The energy information of the sensor node of threshold value just carries out the update of distance threshold when energy consumption reaches certain condition, avoids meaningless
Threshold distance update bring energy consumption；By the update of distance threshold, more biographies near aggregation node are enabled to
Sensor node and aggregation node direct communication, undertake the task of data forwarding to promote more sensor nodes, to subtract
Few pressure with the sensor node of aggregation node direct communication in terms of assisting other sensors node for data forwarding originally, into
One step is conducive to the phenomenon that avoiding Energy volution, improves the stability of wireless sensor network operation；The present embodiment further mentions
The more new formula of distance threshold is gone out, which considers the distance value of each sensor node Yu its neighbor node, and with energy consumption
Have as the influence factor that distance increases part is influenced so that the increase of distance threshold can change with increasing for energy consumption
Conducive to so that the more suitable current network condition of updated distance threshold, ensure a certain number of neighbor nodes be added to
The sensor node set of aggregation node direct communication.
In one embodiment, when the distance of sensor node to aggregation node is not less than current distance threshold, sensing
Device node determines its next-hop node, specific to execute:
(1) sensor node will apart from aggregation node, closer and current remaining be greater than P relative to itminNeighbours section
Point is used as both candidate nodes, PminFor preset minimum energy value；
(2) when initial, the screening distance that sensor node sets oneself is Ra, and it is being less than current screening to its distance
It is selected in the both candidate nodes of distance apart from farthest sensor node as next-hop node；
(3) next-hop node according to setting period Δ T1The current remaining of time recording oneself, from the 4th week
Phase, next-hop node judge whether the energy consumption of oneself meets following early-warning conditions, if satisfied, next-hop node is to thereon one
The sensor node of jump sends feedback information, promotes the sensor node of the upper hop to update the screening distance of oneself, and again
It selects apart from farthest sensor node in the both candidate nodes for being less than current screening distance to its distance as next-hop section
Point:
In formula, Pq(h) current remaining of the next-hop node q in h-th of periodic recording, P are indicatedq(h-2) indicate next
Current remaining of the hop node q in the h-2 periodic recording, Pq(h-4) indicate that next-hop node q remembers the h-4 period
The current remaining of record, h >=4.
The present embodiment proposes the mechanism of sensor node selection next-hop node, and in the mechanism, sensor node is by phase
Both candidate nodes of the neighbor node met the requirements for its, energy closer apart from aggregation node as next-hop node, ensure
Data improve the reliability of next-hop node forwarding data to the directional transmissions of aggregation node；The present embodiment further provides for
The feedback early warning mechanism of next-hop node, wherein innovatively set early-warning conditions, next-hop node according to setting week
Phase Δ T1The current remaining information of time recording oneself, and since the 4th period, believed according to the current remaining
Breath judges whether the energy consumption of oneself meets the early-warning conditions, sends feedback in the sensor node for meeting Shi Xiangqi upper hop
Information promotes the sensor node of the upper hop to update the screening distance of oneself, and is being less than current sieve to its distance again
It selects and is selected in the both candidate nodes of distance apart from farthest sensor node as next-hop node.The present embodiment advantageously reduces down
One hop node probability of packet loss due to rate of energy dissipation is too fast also further helps in the sensor node weight for improving upper hop
The new efficiency for determining next-hop node.
In one embodiment, sensor node updates the screening distance of oneself according to the following formula:
In formula, Ya(c) the screening distance updated for sensor node a at the c times, YaIt (c-1) is sensor node a the
The screening distance of c-1 update, Pa(c) for sensor node a the c time update screen apart from when current remaining, Pa0
For the primary power of sensor node a, δ is the preset energy consumption factor, and the value range of δ is [0.4,0.6], RaFor sensing
The communication distance of device node a；
Wherein, the screening distance is less than R6When/3, stop the update of screening distance.
The present embodiment further provides the calculation formula of screening distance, which put down sensor node often
The energy consumption of equal period consumption reduces the screening distance of oneself when bigger.Sensor node to its distance be less than current screening away from
From both candidate nodes in, select on the one hand to enable to sensor node as next-hop node apart from farthest neighbor node
When reselecting next-hop node, the next-hop node of suitable distance can be selected according to the energy consumption of oneself, ensures data
It can be reliably forwarded to next-hop node, on the other hand, the distance that data are sent to aggregation node can be shortened as far as possible, mentioned
Height sends data to the efficiency of aggregation node.
It is apparent to those skilled in the art that for convenience and simplicity of description, only with above-mentioned each function
The division progress of module can according to need and for example, in practical application by above-mentioned function distribution by different function moulds
Block is completed, i.e., the internal structure of system is divided into different functional modules, to complete all or part of function described above
Energy.The system of foregoing description and the specific work process of terminal, can refer to corresponding processes in the foregoing method embodiment, herein
It repeats no more.
Through the above description of the embodiments, those skilled in the art can be understood that it should be appreciated that can
To realize the embodiments described herein with hardware, software, firmware, middleware, code or its any appropriate combination.For hardware
It realizes, processor can be realized in one or more following modules: specific integrated circuit, digital signal processor, number letter
Number processing system, field programmable gate array, processor, controller, microcontroller, microprocessor, is set programmable logic device
Count other electronic modules or combinations thereof for realizing functions described herein.For software implementations, the part of embodiment or complete
Portion's process can instruct relevant hardware to complete by computer program.When realization, above procedure can be stored in meter
It instructs in calculation machine readable medium or as the one or more on computer-readable medium or code is transmitted.It is computer-readable
Medium includes computer storage media and communication media, and wherein communication media includes convenient for passing from a place to another place
Send any medium of computer program.Storage medium can be any usable medium that computer can access.It is computer-readable
Medium can include but is not limited to random access memory, read-only memory mirror image, band Electrically Erasable Programmable Read-Only Memory or its
His optical disc storage, magnetic disk storage medium or other magnetic-memory systems or it can be used in carrying or storing that there is instruction or number
According to structure type desired program code and can be by any other medium of computer access.
Finally it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than the present invention is protected
The limitation of range is protected, although explaining in detail referring to preferred embodiment to the present invention, those skilled in the art are answered
Work as understanding, it can be with modification or equivalent replacement of the technical solution of the present invention are made, without departing from the reality of technical solution of the present invention
Matter and range.
Claims (7)
1. data informationization acquisition, management and analysis system, characterized in that the system includes that data wirelessly obtain module, data
Administrative center and user terminal, the data wirelessly obtain module for being acquired in real time to data, and by number collected
Control data corporation is transmitted to according to timely；
The control data corporation includes database, data management module and data analysis module, and the database is for storing
Received data and the login account information of the user terminal, the data management from module are wirelessly obtained from the data
Module is for being managed the received data and the login account information；
Login account information of the data analysis module in the login account information and date library that the user terminal is sent
When matching, establishes and communicate to connect with the user terminal；
The data analysis module is used to carry out anomaly analysis to the received data, is abnormal in the received data
When, abnormal data are sent to the user terminal established communication by the data analysis module, with whole by the user
The abnormal data are presented in the man-machine interface at end；
Wherein, it includes aggregation node and multiple sensor nodes for being used to acquire data, sensing that the data, which wirelessly obtain module,
When the distance of device node to aggregation node is less than current distance threshold, the mode of direct communication is selected to communicate with aggregation node,
Otherwise the mode of indirect communication is selected to communicate with aggregation node, the mode of the direct communication is that sensor node directly will acquisition
Data be sent to the aggregation node, it is next that the mode of the indirect communication is that the data of acquisition are sent to by sensor node
Hop node, to forward the data of the acquisition by next-hop node, until the data of the acquisition are sent to aggregation node；
If the maximum communication distance of sensor node is Rmax, minimal communications distance is Rmin, the distance threshold is by aggregation node
Set and broadcasted to each sensor node, aggregation node set initial distance threshold as
The aggregation node is according to preset period Δ T0Periodically get all biographies that its distance is less than current distance threshold value
The energy information of sensor node, the energy information include the current remaining and primary power of sensor node, and calculate
The current remaining average value P of all the sensors nodeavgWith primary power average value Pavg0, the aggregation node sentences
It is disconnectedIt is whether true, if so, the aggregation node update according to the following formula current distance threshold and to
Each sensor node broadcasts, if not, update of the aggregation node without distance threshold:
In formula, YTIt (g) is the distance threshold of the g times update, YTIt (g-1) is the distance threshold of the g-1 times update, Φ is based on energy
The distance of consumption influences son, and the value range of Φ is [0.4,0.6], and k indicates to be less than current distance threshold value to aggregation node distance
K-th of sensor node, M are the sensor node quantity for being less than current distance threshold value to aggregation node distance, Ymin(k) for institute
State the distance for the sensor node that distance is nearest in k-th of sensor node to its communication range, YmaxIt (k) is described k-th biography
The distance of the farthest sensor node of distance in sensor node to its communication range.
2. data informationization acquisition, management and analysis system according to claim 1, characterized in that described received
Data are managed, including are checked, modified and/or added to data in database.
3. data informationization acquisition, management and analysis system according to claim 1, characterized in that the data analysis
Module is also used to: response establishes communication the access request of the user terminal of connection, provides the operation interface of the data of storage
To the user terminal；
The data analysis module responds operation of the user terminal based on the operation interface.
4. data informationization acquisition, management and analysis system according to claim 1-3, characterized in that described
Login account information includes the identity card identification information of account, password and account owner.
5. data informationization acquisition, management and analysis method, characterized in that the described method comprises the following steps:
Control data corporation receives and stores and wirelessly obtains the data that module is acquired in real time and sent in time by data；
The control data corporation receives the login account information sent by user terminal, and by the login account information and in advance
The login account information first stored is matched, and is established and is communicated to connect with the user terminal when successful match；
The control data corporation carries out anomaly analysis to received data will be different when received data is abnormal
Normal data are sent to the user terminal established communication, the exception is presented by the man-machine interface of the user terminal
Data；
Wherein, it includes aggregation node and multiple sensor nodes for being used to acquire data, sensing that the data, which wirelessly obtain module,
When the distance of device node to aggregation node is less than current distance threshold, the mode of direct communication is selected to communicate with aggregation node,
Otherwise the mode of indirect communication is selected to communicate with aggregation node, the mode of the direct communication is that sensor node directly will acquisition
Data be sent to the aggregation node, it is next that the mode of the indirect communication is that the data of acquisition are sent to by sensor node
Hop node, to forward the data of the acquisition by next-hop node, until the data of the acquisition are sent to aggregation node；
If the maximum communication distance of sensor node is Rmax, minimal communications distance is Rmin, the distance threshold is by aggregation node
Set and broadcasted to each sensor node, aggregation node set initial distance threshold as
The aggregation node is according to preset period Δ T0Periodically get all biographies that its distance is less than current distance threshold value
The energy information of sensor node, the energy information include the current remaining and primary power of sensor node, and calculate
The current remaining average value P of all the sensors nodeavgWith primary power average value Pavg0, the aggregation node sentences
It is disconnectedIt is whether true, if so, the aggregation node update according to the following formula current distance threshold and to
Each sensor node broadcasts, if not, update of the aggregation node without distance threshold:
In formula, YTIt (g) is the distance threshold of the g times update, YTIt (g-1) is the distance threshold of the g-1 times update, Φ is based on energy
The distance of consumption influences son, and the value range of Φ is [0.4,0.6], and k indicates to be less than current distance threshold value to aggregation node distance
K-th of sensor node, M are the sensor node quantity for being less than current distance threshold value to aggregation node distance, Ymin(k) for institute
State the distance for the sensor node that distance is nearest in k-th of sensor node to its communication range, YmaxIt (k) is described k-th biography
The distance of the farthest sensor node of distance in sensor node to its communication range.
6. data informationization acquisition, management and analysis method according to claim 5, characterized in that the data management
Center is also managed the data of storage and login account information, and the management to data includes looking into the data of storage
It sees, modify and/or adds.
7. data informationization acquisition, management and analysis method according to claim 5, characterized in that whole with the user
End is established after communication connection, the method also includes:
The control data corporation response establishes communication the access request of the user terminal of connection, provides the data of storage
Operation interface gives the user terminal；
The control data corporation responds operation of the user terminal based on the operation interface.
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| CN111800753A (en) * | 2020-07-07 | 2020-10-20 | 北京赋云安运营科技有限公司 | Safety precaution analysis alarm system and method based on artificial intelligence |
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| US20150341739A1 (en) * | 2013-07-09 | 2015-11-26 | Hua Zhong University Of Science Technology | Data collection in wireless sensor network |
| CN108769276A (en) * | 2018-09-05 | 2018-11-06 | 佛山铮荣科技有限公司 | Freshwater fish culturing environmental management system |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| US20150341739A1 (en) * | 2013-07-09 | 2015-11-26 | Hua Zhong University Of Science Technology | Data collection in wireless sensor network |
| CN108769276A (en) * | 2018-09-05 | 2018-11-06 | 佛山铮荣科技有限公司 | Freshwater fish culturing environmental management system |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111800753A (en) * | 2020-07-07 | 2020-10-20 | 北京赋云安运营科技有限公司 | Safety precaution analysis alarm system and method based on artificial intelligence |
| CN111800753B (en) * | 2020-07-07 | 2023-05-09 | 安全能力生态聚合(北京)运营科技有限公司 | Safety precaution analysis alarm system and method based on artificial intelligence |
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