CN103036727A - Electric power communication network regional security warning method and system thereof - Google Patents
Electric power communication network regional security warning method and system thereofDownload PDFInfo
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Abstract
Description
Technical field
The present invention relates to the technical field of powerline network security monitoring, particularly relate to a kind of powerline network region security method for early warning, and a kind of powerline network region security early warning system.
Background technology
Network system is through the communication network development of lasting for years, had ultra-large communications network system, finished the integrated supervision of the monitor messages such as network to powerline network, equipment, website and finish guarantee maintenance work to whole communication network by this communications network system.
The existing communication network can produce warning information by webmaster, and described warning information is the warning information of communication equipment aspect, and by the incidence relation of combing service resources and Network Management Equipment, thereby realization is to the supervision of whole communication network warning information.
Yet the above-mentioned mode of utilizing communication network to carry out alarm can't according to the information of electric power communication device corresponding to warning information Obtaining Accurate, be difficult to allow the O﹠M personnel find fast the equipment fault root when alarm occurs.
And said method is taked unified monitoring to the whole network, and monitoring lacks emphasis.And in some specific times, place or event, such as New Year, spring transportation peak, concert venue, athletic meeting etc. need to be carried out key monitoring to specific region or particular network, normally moves with the electric power of guaranteeing this specific region.Adopt the method for prior art can't carry out key monitoring and early warning for the predeterminable area in these specific times, place or the event, in case the power communication fault occurs in these specific regions, will lose this regional monitor data, cause the loss larger than other zones.
Summary of the invention
For the problem that exists in the above-mentioned background technology, the object of the present invention is to provide a kind of powerline network region security method for early warning and system thereof, can carry out key monitoring to the predeterminable area in specific time, place or the event or particular network, perhaps before occuring, carry out early warning, and facility information that can the Obtaining Accurate alarm.
A kind of powerline network region security method for early warning may further comprise the steps:
Obtain the Preset Time information, positional information and the facility information that a plurality of key monitorings zone of powerline network are carried out the safe early warning monitoring, create the monitoring view;
According to described facility information, obtain the performance state information to the electric power communication device monitoring;
According to described Preset Time information, the performance state information with the electric power communication device in each described key monitoring zone shows at described monitoring view successively;
According to default multilevel threshold, the performance state information of the electric power communication device in the described key monitoring zone is carried out alarm judge, send warning information according to judged result, and show the positional information of corresponding electric power communication device at described monitoring view.
A kind of powerline network region security early warning system comprises:
The acquisition of information module is used for obtaining Preset Time information, positional information and the facility information that a plurality of key monitorings zone of powerline network is carried out the safe early warning monitoring, creates the monitoring view;
Monitoring module is used for according to described facility information, obtains the performance state information to the electric power communication device monitoring;
The monitor message display module is used for according to described Preset Time information, and the performance state information with the electric power communication device in each described key monitoring zone shows at described monitoring view successively;
Alarm module, be used for according to default multilevel threshold, the performance state information of the electric power communication device in the described key monitoring zone is carried out alarm judge, send warning information according to judged result, and show the positional information of corresponding electric power communication device at described monitoring view.
Powerline network region security method for early warning of the present invention and system thereof are by creating described monitoring view, show successively the performance state information of the electric power communication device in each described key monitoring zone according to described Preset Time information at described monitoring view, and adopt the mode of multilevel threshold that the performance state information of the electric power communication device in the described key monitoring zone is carried out the alarm judgement, and when alarm, show the positional information of corresponding electric power communication device.Therefore, can carry out key monitoring to the key monitoring zone in specific time, place or the event or network, before occuring, accident carries out early warning, and facility information that can the Obtaining Accurate alarm, the personnel of maintaining easily safeguard repairing, guarantee the normal electricity consumption in key monitoring zone in the special time.
Electric power O﹠M personnel can do for major event communication support the communication support of correspondence, present such as the comprehensive warning for major event, ensure flow process etc. for the emergency scheduling of significant events, improve the network operation supportability that power communication ensures.
Description of drawings
Fig. 1 is the schematic flow sheet of powerline network region security method for early warning of the present invention;
Fig. 2 is the structural representation of powerline network region security early warning system of the present invention.
Embodiment
See also Fig. 1, Fig. 1 is the schematic flow sheet of powerline network region security method for early warning of the present invention.
Described powerline network region security method for early warning may further comprise the steps:
S101 obtains the Preset Time information, positional information and the facility information that a plurality of key monitorings zone of electrical network are carried out the safe early warning monitoring, creates the monitoring view;
S102 according to described facility information, obtains the performance state information to the electric power communication device monitoring;
S103, according to described Preset Time information, the performance state information with the electric power communication device in each described key monitoring zone shows at described monitoring view successively;
S104, according to default multilevel threshold, the performance state information of the electric power communication device in the described key monitoring zone is carried out alarm judge, send warning information according to judged result, and show the positional information of corresponding electric power communication device at described monitoring view.
The present invention is directed to the power communication major event, realization is in time monitored and early warning the communication network operation ability of emphasis event region, the key area is intuitively presented, but by realizing the impact property analysis quick positioning question reason on fault and key business, timely and effectively key network is ensured.Simultaneously, system concentrates the operation indicator variation tendency that represents gateway key business by emphasis event key index view, and represents grid company in the ability aspect business guarantee and the business support by view integration.
Wherein, for above-mentioned steps S101, the key monitoring zone can have operating personnel to preset, it can be set as specific position range, for example gymnasium, meeting venue and neighboring area thereof also can be set as specific transmission line, such as spring transportation railway output network along the line etc.Preset Time information, positional information and the facility information that the setup parameter of safe early warning monitoring comprises carried out in described key monitoring zone, described temporal information is namely carried out the time of safe early warning monitoring to described key monitoring zone, described positional information refers to position and the corresponding electric power communication device position in described key monitoring zone, and described facility information refers to each electric power communication device in the described key monitoring zone.
When obtaining the facility information in described key monitoring zone, preferably from a plurality of data monitoring systems of powerline network, obtain corresponding facility information, then by the combination of following wherein one or more modes the facility information that each data monitoring system obtains is mated, the mode of coupling comprises title relevant matches, position relevant matches and service logic relevant matches.
Wherein, the title relevant matches refers to the equipment naming rule according to each described data monitoring system, obtain the corresponding relation of the device name of each described data monitoring system, according to the corresponding relation of described device name, mate same electric power communication device at the facility information of each described data monitoring system.By the nomenclature rule of electric power communication device in each data monitoring system resolved, realize the coupling of multisystem data.As all being by names such as webmaster title-positions in the network management system, then pass through the names such as systematic name, position, device type, sequence number in the resource system;
The position relevant matches refers to obtain the positional information of electric power communication device in each described data monitoring system, and the facility information of electric power communication device in each described data monitoring system that location information is identical mates.By to the positional information of electric power communication device in network, zone, in conjunction with characteristics such as producer, models, such as the equipment of certain producer's model in certain machine room, be limited quantity, also can carry out the coupling of multisystem data by this characteristic;
The service logic relevant matches refers to obtain the incidence relation of described each electric power communication device and corresponding business, mates the facility information of each described electric power communication device according to the incidence relation with business.By the business association to equipment, carry out Data Matching, such as only mating a upper equipment, this equipment is as certain professional route, and then this business can be unified to mate in the different system, and the relevant miscellaneous equipment of professional lower route also can mate simultaneously.
By above-mentioned data matching method to power communication major event communication support, can carry out the multisystem Data Matching for resource data, network management data, the emergency guarantee flow data of power communication major event communication support.The data of a plurality of systems are integrated coupling, thereby can interrelatedly cooperate, finish the guarantee of important scenes.
Create described monitoring view according to described positional information and facility information, the described monitoring view preferably mode by dynamic map, dynamic chart is realized in the mode of multi-angle, the real-time situations such as network quality in the monitoring range, emergency response capabilities that present directly perceived assist grid company to carry out monitoring and the emergency guarantee of emphasis period, key area.
For above-mentioned steps S102, according to described facility information, obtain the performance state information to the electric power communication device monitoring; The performance state information of described electric power communication device can be obtained from a plurality of data monitoring systems of powerline network, and finish the information matches of multisystem by the above-mentioned information matching method of mentioning, obtain the most comprehensive monitor message to the electric power communication device performance.Realization is to comprehensive access and the guarantee of key area/event inner core business.
For above-mentioned steps S103, according to described Preset Time information, the performance state information with the electric power communication device in each described key monitoring zone shows at described monitoring view successively.Owing to have different key monitoring zones each period, therefore, show according to the monitor state of described Preset Time information to each key monitoring zone, for example can set the athletic meeting time is described Preset Time information, then according to described Preset Time information, the performance state information of the electric power communication device of the sports ground neighboring area during the athletic meeting is shown at described monitoring view; And after athletic meeting, can have more described Preset Time information, the performance state information of the electric power communication device of concert venue perimeters is shown at described monitoring view.Make the maintenance and operation personnel can observe intuitively in real time the powerline network situation in each key monitoring zone of different times.
By described monitoring view, can realize the network topology towards key area/event, the management of service topology intuitively presents in conjunction with the GIS platform.
For above-mentioned steps S104, at first according to default multilevel threshold, the performance state information of the electric power communication device in the described key monitoring zone is carried out alarm judge.
Described multilevel threshold comprises multistage threshold value of warning, when the performance state information of electric power communication device reaches one of them rank of described multistage threshold value of warning, carries out the early warning of appropriate level.
Described multilevel threshold also can comprise absolute threshold and relative threshold.Described absolute threshold is the performance range of predefined electric power communication device, limits by the scope to performance number, realizes the multilevel threshold early warning;
Described relative threshold is the fluctuation range of the difference of performance in different cycles of each electric power communication device, by to different performance in the cycle threshold value compare, realize the multilevel threshold early warning.Such as, by chain rate, and a upper cycle compare, if the percentage of value drift surpasses certain level threshold, then carry out other early warning of correlation level.
According to above-mentioned judged result, send warning information, and show the positional information of corresponding electric power communication device at described monitoring view.Described warning information can directly show at described monitoring view, also can realize by mode or other the known modes that phonic warning is set.By setting up the Quality management system of speech data business, provide the guarantee of taking the initiative in offering a hand to all key areas/event communication guarantee.
As a kind of preferred implementation, powerline network region security method for early warning of the present invention further may further comprise the steps:
Preserve customer information and the business information corresponding with described positional information, facility information;
When sending warning information, further show customer information and the business information corresponding with the described electric power communication device that alarm occurs.
Therefore, can realize the association of key area/event-key customer-emphasis business-alarm/performance by described monitoring view.
As another kind of preferred implementation, powerline network region security method for early warning of the present invention is further comprising the steps of:
Preserve the corresponding relation of electric power communication device and professional route;
When alarm occurs, according to the corresponding relation of described electric power communication device and professional route, judge and the corresponding professional route of electric power communication device that alarm occurs, and business corresponding to described professional route;
If there is the protection route in the business of described correspondence, then described business is switched to the protection route, if do not protect route, perhaps protect routing failure, then interrupt described business.
By the correlation analysis to equipment and professional route; realize that fault is on the impact property analysis of key business; by to the monitoring equipment and the relation between the customer service route; can analyze the fault of watch-dog to the impact of professional route; for the business that the protection route is arranged; business can be protected and switch, and this fault will be just exerts an influence to the service quality of business.When professional unprotect route, when perhaps protecting route also to break down simultaneously, will cause professional interruption, thereby have influence on the major event of guarantee.
See also Fig. 2, Fig. 2 is the structural representation of powerline network region security early warning system of the present invention.
Described powerline network region security early warning system comprises:
Acquisition of information module 11 is used for obtaining Preset Time information, positional information and the facility information that a plurality of key monitorings zone of powerline network is carried out the safe early warning monitoring, creates the monitoring view;
Monitoring module 12 is used for according to described facility information, obtains the performance state information to the electric power communication device monitoring;
Monitor message display module 13 is used for according to described Preset Time information, and the performance state information with the electric power communication device in each described key monitoring zone shows at described monitoring view successively;
Alarm module 14, be used for according to default multilevel threshold, the performance state information of the electric power communication device in the described key monitoring zone is carried out alarm judge, send warning information according to judged result, and show the positional information of corresponding electric power communication device at described monitoring view.
Wherein, described key monitoring zone can have operating personnel to preset, and it can be set as specific position range, for example gymnasium, meeting venue and neighboring area thereof, also can be set as specific transmission line, such as spring transportation railway output network along the line etc.Preset Time information, positional information and the facility information that the setup parameter of safe early warning monitoring comprises carried out in described key monitoring zone, described temporal information is namely carried out the time of safe early warning monitoring to described key monitoring zone, described positional information refers to position and the corresponding electric power communication device position in described key monitoring zone, and described facility information refers to each electric power communication device in the described key monitoring zone.
Described acquisition of information module 11 is when obtaining the facility information in described key monitoring zone, preferably from a plurality of data monitoring systems of powerline network, obtain corresponding facility information, then the facility information that each data monitoring system is obtained mates, and the mode of coupling comprises title relevant matches, position relevant matches and service logic relevant matches.Therefore, described acquisition of information module 11 comprises following one or more submodule:
The name-matches submodule, be used for the equipment naming rule according to each described data monitoring system, obtain the corresponding relation of the device name of each described data monitoring system, according to the corresponding relation of described device name, mate same electric power communication device at the facility information of each described data monitoring system.By the nomenclature rule of electric power communication device in each data monitoring system resolved, realize the coupling of multisystem data.As all being by names such as webmaster title-positions in the network management system, then pass through the names such as systematic name, position, device type, sequence number in the resource system;
The location matches submodule is used for obtaining electric power communication device in the positional information of each described data monitoring system, and the facility information of electric power communication device in each described data monitoring system that location information is identical mates.By to the positional information of electric power communication device in network, zone, in conjunction with characteristics such as producer, models, such as the equipment of certain producer's model in certain machine room, be limited quantity, also can carry out the coupling of multisystem data by this characteristic;
Professional matched sub-block is used for obtaining the incidence relation of described each electric power communication device and corresponding business, mates the facility information of each described electric power communication device according to the incidence relation with business.By the business association to equipment, carry out Data Matching, such as only mating a upper equipment, this equipment is as certain professional route, and then this business can be unified to mate in the different system, and the relevant miscellaneous equipment of professional lower route also can mate simultaneously.
By above-mentioned data matching method to power communication major event communication support, can carry out the multisystem Data Matching for resource data, network management data, the emergency guarantee flow data of power communication major event communication support.The data of a plurality of systems are integrated coupling, thereby can interrelatedly cooperate, finish the guarantee of important scenes.
Described acquisition of information module 11 creates described monitoring view according to described positional information and facility information, the described monitoring view preferably mode by dynamic map, dynamic chart is realized in the mode of multi-angle, the real-time situations such as network quality in the monitoring range, emergency response capabilities that present directly perceived assist grid company to carry out monitoring and the emergency guarantee of emphasis period, key area.
Described monitoring module 12 obtains the performance state information to the electric power communication device monitoring according to described facility information; The performance state information of described electric power communication device can be obtained from a plurality of data monitoring systems of powerline network, and finish the information matches of multisystem by the above-mentioned information matching method of mentioning, obtain the most comprehensive monitor message to the electric power communication device performance.Realization is to comprehensive access and the guarantee of key area/event inner core business.
Described monitor message display module 13 is according to described Preset Time information, and the performance state information with the electric power communication device in each described key monitoring zone shows at described monitoring view successively.Owing to have different key monitoring zones each period, therefore, show according to the monitor state of described Preset Time information to each key monitoring zone, for example can set the athletic meeting time is described Preset Time information, then according to described Preset Time information, the performance state information of the electric power communication device of the sports ground neighboring area during the athletic meeting is shown at described monitoring view; And after athletic meeting, can have more described Preset Time information, the performance state information of the electric power communication device of concert venue perimeters is shown at described monitoring view.Make the maintenance and operation personnel can observe intuitively in real time the powerline network situation in each key monitoring zone of different times.
By described monitoring view, can realize the network topology towards key area/event, the management of service topology intuitively presents in conjunction with the GIS platform.
Described alarm module 14 carries out alarm to the performance state information of the electric power communication device in the described key monitoring zone and judges at first according to default multilevel threshold.
Described multilevel threshold comprises multistage threshold value of warning, when the performance state information of electric power communication device reaches one of them rank of described multistage threshold value of warning, carries out the early warning of appropriate level.
Described multilevel threshold also can comprise absolute threshold and relative threshold.Described absolute threshold is the performance range of predefined electric power communication device, limits by the scope to performance number, realizes the multilevel threshold early warning;
Described relative threshold is the fluctuation range of the difference of performance in different cycles of each electric power communication device, by to different performance in the cycle threshold value compare, realize the multilevel threshold early warning.Such as, by chain rate, and a upper cycle compare, if the percentage of value drift surpasses certain level threshold, then carry out other early warning of correlation level.
Described alarm module 14 sends warning information according to above-mentioned judged result, and shows the positional information of corresponding electric power communication device at described monitoring view.Described warning information can directly show at described monitoring view, also can realize by mode or other the known modes that phonic warning is set.By setting up the Quality management system of speech data business, provide the guarantee of taking the initiative in offering a hand to all key areas/event communication guarantee.
As a kind of preferred implementation, powerline network region security early warning system of the present invention further comprises:
The service alarm module be used for to be preserved customer information and the business information corresponding with described positional information, facility information, when sending warning information, further shows customer information and the business information corresponding with the described electric power communication device of generation alarm.
Therefore, can realize the association of key area/event-key customer-emphasis business-alarm/performance by described monitoring view.
As another kind of preferred implementation, powerline network region security early warning system of the present invention also comprises:
The route handoff module is used for preserving the corresponding relation of electric power communication device and professional route; When alarm occurs, according to the corresponding relation of described electric power communication device and professional route, judge and the corresponding professional route of electric power communication device that alarm occurs, and business corresponding to described professional route; If there is the protection route in the business of described correspondence, then described business is switched to the protection route, if do not protect route, perhaps protect routing failure, then interrupt described business.
By the correlation analysis to equipment and professional route; realize that fault is on the impact property analysis of key business; by to the monitoring equipment and the relation between the customer service route; can analyze the fault of watch-dog to the impact of professional route; for the business that the protection route is arranged; business can be protected and switch, and this fault will be just exerts an influence to the service quality of business.When professional unprotect route, when perhaps protecting route also to break down simultaneously, will cause professional interruption, thereby have influence on the major event of guarantee.
The above embodiment has only expressed several execution mode of the present invention, and it describes comparatively concrete and detailed, but can not therefore be interpreted as the restriction to claim of the present invention.Should be pointed out that for the person of ordinary skill of the art without departing from the inventive concept of the premise, can also make some distortion and improvement, these all belong to protection scope of the present invention.Therefore, the protection range of patent of the present invention should be as the criterion with claims.
Claims (10)
1. a powerline network region security method for early warning is characterized in that, may further comprise the steps:
Obtain the Preset Time information, positional information and the facility information that a plurality of key monitorings zone of powerline network are carried out the safe early warning monitoring, create the monitoring view;
According to described facility information, obtain the performance state information to the electric power communication device monitoring;
According to described Preset Time information, the performance state information with the electric power communication device in each described key monitoring zone shows at described monitoring view successively;
According to default multilevel threshold, the performance state information of the electric power communication device in the described key monitoring zone is carried out alarm judge, send warning information according to judged result, and show the positional information of corresponding electric power communication device at described monitoring view.
2. powerline network region security method for early warning as claimed in claim 1, it is characterized in that, described multilevel threshold comprises multistage threshold value of warning, when the performance state information of electric power communication device reaches one of them rank of described multistage threshold value of warning, carries out the early warning of appropriate level.
3. powerline network region security method for early warning as claimed in claim 2 is characterized in that described multilevel threshold also comprises: absolute threshold and relative threshold; Described absolute threshold is the performance range of predefined electric power communication device; Described relative threshold is the fluctuation range of the difference of performance in different cycles of each electric power communication device.
4. powerline network region security method for early warning as claimed in claim 1 is characterized in that, further may further comprise the steps:
Preserve customer information and the business information corresponding with described positional information, facility information;
When sending warning information, further show customer information and the business information corresponding with the described electric power communication device that alarm occurs.
5. powerline network region security method for early warning as claimed in claim 1 is characterized in that, further may further comprise the steps:
Preserve the corresponding relation of electric power communication device and professional route;
When alarm occurs, according to the corresponding relation of described electric power communication device and professional route, judge and the corresponding professional route of electric power communication device that alarm occurs, and business corresponding to described professional route;
If there is the protection route in the business of described correspondence, then described business is switched to the protection route, if do not protect route, perhaps protect routing failure, then interrupt described business.
6. powerline network region security method for early warning as claimed in claim 1, it is characterized in that, obtain in the step of facility information in described key monitoring zone, from a plurality of data monitoring systems of powerline network, obtain corresponding facility information, the facility information of each described data monitoring system mated by the combination of following wherein one or more modes:
Equipment naming rule according to each described data monitoring system, obtain the corresponding relation of the device name of each described data monitoring system, according to the corresponding relation of described device name, mate same electric power communication device at the facility information of each described data monitoring system;
Obtain the positional information of electric power communication device in each described data monitoring system, the facility information of electric power communication device in each described data monitoring system that location information is identical mates;
Obtain the incidence relation of described each electric power communication device and corresponding business, mate the facility information of each described electric power communication device according to the incidence relation with business.
7. a powerline network region security early warning system is characterized in that, comprising:
The acquisition of information module is used for obtaining Preset Time information, positional information and the facility information that a plurality of key monitorings zone of powerline network is carried out the safe early warning monitoring, creates the monitoring view;
Monitoring module is used for according to described facility information, obtains the performance state information to the electric power communication device monitoring;
The monitor message display module is used for according to described Preset Time information, and the performance state information with the electric power communication device in each described key monitoring zone shows at described monitoring view successively;
Alarm module, be used for according to default multilevel threshold, the performance state information of the electric power communication device in the described key monitoring zone is carried out alarm judge, send warning information according to judged result, and show the positional information of corresponding electric power communication device at described monitoring view.
8. powerline network region security early warning system as claimed in claim 7 is characterized in that, further comprises:
The service alarm module be used for to be preserved customer information and the business information corresponding with described positional information, facility information, when sending warning information, further shows customer information and the business information corresponding with the described electric power communication device of generation alarm.
9. powerline network region security early warning system as claimed in claim 7 is characterized in that, further comprises:
The route handoff module is used for preserving the corresponding relation of electric power communication device and professional route; When alarm occurs, according to the corresponding relation of described electric power communication device and professional route, judge and the corresponding professional route of electric power communication device that alarm occurs, and business corresponding to described professional route; If there is the protection route in the business of described correspondence, then described business is switched to the protection route, if do not protect route, perhaps protect routing failure, then interrupt described business.
10. powerline network region security early warning system as claimed in claim 7 is characterized in that, described acquisition of information module comprises following one or more submodule:
The name-matches submodule, be used for the equipment naming rule according to each described data monitoring system, obtain the corresponding relation of the device name of each described data monitoring system, according to the corresponding relation of described device name, mate same electric power communication device at the facility information of each described data monitoring system;
The location matches submodule is used for obtaining electric power communication device in the positional information of each described data monitoring system, and the facility information of electric power communication device in each described data monitoring system that location information is identical mates;
Professional matched sub-block is used for obtaining the incidence relation of described each electric power communication device and corresponding business, mates the facility information of each described electric power communication device according to the incidence relation with business.
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| CN105245385A (en)* | 2015-10-22 | 2016-01-13 | 广州咨元信息科技有限公司 | Method for judging influence on services based on transmission routing warning |
| CN105262219A (en)* | 2015-10-30 | 2016-01-20 | 国家电网公司 | Regional security early warning method and system of electric power communication network |
| CN105490863A (en)* | 2016-02-18 | 2016-04-13 | 浪潮通信信息系统有限公司 | Method for monitoring multiple network elements and multiple indexes by using layer superposition |
| CN107947963A (en)* | 2017-10-24 | 2018-04-20 | 北京天元创新科技有限公司 | A kind of alarm method and device of the network topology link based on GIS map |
| CN111324504A (en)* | 2018-12-14 | 2020-06-23 | 网山西省电力公司信息通信分公司 | Method and device for monitoring operation state of power communication network |
| CN111324504B (en)* | 2018-12-14 | 2024-02-27 | 国网山西省电力公司信息通信分公司 | Method and device for monitoring running state of power communication network |
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| CN111271762A (en)* | 2020-03-25 | 2020-06-12 | 上海天麦能源科技有限公司 | Safety control method and system for heating power pipe network |
| CN111271762B (en)* | 2020-03-25 | 2021-05-11 | 上海天麦能源科技有限公司 | Safety control method and system for heating power pipe network |
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| CN113128966B (en)* | 2021-04-23 | 2023-01-20 | 广东电网有限责任公司 | Power communication equipment management system |
| CN115081926A (en)* | 2022-07-14 | 2022-09-20 | 石家庄良村热电有限公司 | Operation safety early warning method and system suitable for intelligent power plant |
| CN115081926B (en)* | 2022-07-14 | 2022-11-11 | 石家庄良村热电有限公司 | Operation safety early warning method and system suitable for intelligent power plant |
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