CN106597965A - Nuclear power apparatus running state monitoring system and monitoring method - Google Patents

Nuclear power apparatus running state monitoring system and monitoring method Download PDF

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Publication number
CN106597965A
CN106597965A CN201611112398.3A CN201611112398A CN106597965A CN 106597965 A CN106597965 A CN 106597965A CN 201611112398 A CN201611112398 A CN 201611112398A CN 106597965 A CN106597965 A CN 106597965A
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rule
nuclear power
data
unit
power unit
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邰云
陶李
叶瑞平
方明杰
万华庆
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719th Research Institute of CSIC
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719th Research Institute of CSIC
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Priority to CN201611112398.3A priority Critical patent/CN106597965A/en
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/04Programme control other than numerical control, i.e. in sequence controllers or logic controllers
    • G05B19/048Monitoring; Safety
    • GPHYSICS
    • G21NUCLEAR PHYSICS; NUCLEAR ENGINEERING
    • G21CNUCLEAR REACTORS
    • G21C17/00Monitoring; Testing ; Maintaining
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E30/00Energy generation of nuclear origin
    • Y02E30/30Nuclear fission reactors

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  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Plasma & Fusion (AREA)
  • General Engineering & Computer Science (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Monitoring And Testing Of Nuclear Reactors (AREA)

Abstract

The invention discloses a nuclear power apparatus running state monitoring system and method. The nuclear power apparatus running state monitoring system includes a data acquisition unit, a data processing unit, a fault diagnosis unit, a health evaluation unit, and a human-computer interaction unit, the data processing unit extracts the characteristic index of various information parameters, constructs a database including the application data and a rule base, the rule base includes fault rules and evaluation rules, the fault diagnosis unit determines whether the current application data is matched with the fault rules of the rule base and outputs the fault diagnosis result, the health evaluation unit determines whether the current application data is matched with the evaluation rules of the rule base and outputs the health evaluation result, and the human-computer interaction unit is used for the information display and interaction of the application data, the fault diagnosis result and the health evaluation result. The monitoring system and method monitors the running state of a nuclear power apparatus in real time and analyze and utilize the monitored result to form a complete monitoring system, and provide guiding effect for the safe running of the nuclear power apparatus.

Description

Nuclear power unit running state monitoring system and monitoring method
Technical field
The present invention relates to nuclear power unit monitoring technical field, and in particular to a kind of nuclear power unit running state monitoring system System and monitoring method.
Background technology
Nuclear power unit is to replace conventional fuel with nuclear fuel, and using the fission reaction of nuclear fuel in nuclear reactor heat is produced The device of power and can be changed into.It is main including nuclear reactor, produce the system and equipment of power, such as nuclear steam supply system and Steam turbine for nuclear power station etc., and normally run for guarantee equipment, personnel health and system and equipment required for safety etc..Once Generation security incident, will cause larger loss, and human body and surrounding are made a big impact, therefore to nuclear power unit Security requirement is higher, needs to detect the nuclear power unit moment.
With the extensive application of digitized, networking and informationization technology, have been able on man-machine boundary in nuclear power unit The device parameter of various equipment is shown in face, the content of display becomes increasingly abundant, complete data can be provided for staff, but It is insufficient for the utilization of data, lacks the system combing to nuclear power unit operation information, the process to nuclear power unit Supervision imperfection, does not analyze service data, and the operation to nuclear power unit cannot provide effective aid decision means, make Into the wasting of resources.
The content of the invention
For defect present in prior art, it is an object of the invention to provide a kind of nuclear power unit running status prison Control system and monitoring method, the running status of monitor in real time nuclear-plant, and in addition analysis and utilization, form complete monitoring body System, the safe operation for nuclear power unit provides directive function.
To reach object above, the present invention is adopted the technical scheme that:
A kind of nuclear power unit running state monitoring system, it is characterised in that include:
Data acquisition unit, for gathering various nuclear power unit running statuses under various informations parameter;
Data processing unit, for extracting the spy of the various informations parameter of various nuclear power units of the data cell collection Index is levied, data base is built according to the characteristic index, data base includes the application number under nuclear power unit on-line operation state According to according under nuclear power unit normal operating condition historical data set up rule base, be provided with the rule base failure rule Then with assessment rule;
Failure diagnosis unit, for judging whether current application data matches with the diagnosis rule of the rule base, and Output fault diagnosis result;
Health evaluating unit, for judging whether current application data matches with the assessment rule of the rule base, and Output health evaluating result;
Man-machine interaction unit, the man-machine interaction unit is used for application data, fault diagnosis result and health evaluating result Presentation of information and interaction.
On the basis of above-mentioned technical proposal, information parameter includes thermal process monitoring, electrical state monitoring, pipeline temperature The data of degree, leakage monitoring, vibration information monitoring, lubricating oil quality monitoring and corrosive pipeline monitoring.
On the basis of above-mentioned technical proposal, characteristic index includes switching value, electric current, resistance, frequency, voltage and pulse.
On the basis of above-mentioned technical proposal, the system also includes orientation maintenance direction unit, the orientation maintenance direction Unit is used to match corresponding maintenance direction scheme according to health evaluating result.
On the basis of above-mentioned technical proposal, the diagnosis rule include the nuclear power unit primary Ioops technology trouble factor, The secondary circuit technology trouble factor, control system fault compression and power supply network fault compression;
The assessment rule includes heat transmission equipment factor of influence, the purification of water quality resin interference factor, Rotary vibration devices shadow Ring the factor and Oil Quality factor of influence.
On the basis of above-mentioned technical proposal, a kind of monitoring method of nuclear power unit running state monitoring system is described Method includes:
Various informations parameter under data acquisition unit Real-time Collection nuclear power unit running status;
Data processing unit extracts the feature of the various informations parameter of the various nuclear power units of the data cell collection Index, according to the characteristic index data base is built, and data base includes the application data under nuclear power unit on-line operation state With according under nuclear power unit normal operating condition historical data set up rule base, wherein be provided with the rule base therefore Barrier rule and assessment rule;
Failure diagnosis unit is compared current application data with the diagnosis rule of the rule base using regular method, If not corresponding, there is failure or maloperation, export fault type;
Health evaluating unit the calculating of object model is tied current application data input object model using regular method Fruit is compared with the assessment rule of the rule base, if not corresponding, exports health evaluating result;
Application data, fault diagnosis result and health evaluating result are carried out presentation of information and interaction by man-machine interaction unit.
On the basis of above-mentioned technical proposal, also include:It is right that orientation maintenance direction unit is matched according to health evaluating result The maintenance direction scheme answered.
It is as follows the step of fault diagnosis on the basis of above-mentioned technical proposal:
S1, regular typing:Before nuclear power unit starts, according to the historical data under nuclear power unit normal operating condition The rule base of foundation;
S2, rule is loaded into:After nuclear power unit starts, diagnosis rule is loaded into from rule base;
S3, rule parsing:Diagnosis rule of the rule parsing device in rule base carries out parsing and generates diagnosis rule chained list;
S4, application data is obtained:Current application data is obtained in the data base of data processing unit;
S5, rule is performed:Regular executor one by one compares current application data with every rule, judges current Nuclear power unit working condition, performed the last item rule after, obtain the working condition of various nuclear power units.
It is as follows the step of health evaluating on the basis of above-mentioned technical proposal:
S10, regular typing:Before nuclear power unit starts, according to the history number under nuclear power unit normal operating condition According to the rule base set up, object model is built;
S20, rule is loaded into:After nuclear power unit starts, assessment rule is loaded into from rule base;
S30, rule parsing:Diagnosis rule of the rule parsing device in rule base carries out parsing and generates assessment rule chain Table;
S40, application data is obtained:Current application data is obtained from the data base of data processing unit, will be current Application data substitutes into object model and carries out statistical analysiss;
S50, rule is performed:Regular executor by the application data after statistical analysiss with assessment regulation linked every rule Compare one by one, judge the health status of current nuclear power unit, after having performed the last item rule, obtain each seed nucleus and move The health status of power apparatus.
On the basis of above-mentioned technical proposal, the object model includes heat exchange models, life model, feedwater control mould Type, manostat Pressure control model, general atmospheric pressure Controlling model and reactor operation model.
Compared with prior art, it is an advantage of the current invention that:
(1) a kind of nuclear power unit running state monitoring system of the invention carries out operational factor inspection to nuclear power unit Survey, fault diagnosis and nuclear power unit health evaluating, failure diagnosis unit is diagnosed to nuclear power unit operation troubles, health Failure of the assessment unit in advance to occurring is estimated current state, and the burden of operator is mitigated significantly, improves core The safety of power set and increase the service life.
(2) a kind of nuclear power unit running state monitoring system of the invention also includes orientation maintenance direction unit, according to The assessment result of health evaluating state and provide corresponding attended operation or change equipment operation, help operator to unit Running status and development trend have comprehensively understanding.
Description of the drawings
Fig. 1 is the structured flowchart of the embodiment of the present invention;
Fig. 2 is the flow chart of the embodiment of the present invention.
Specific embodiment
The present invention is described in further detail below in conjunction with drawings and Examples.
Shown in Figure 1, the embodiment of the present invention provides a kind of nuclear power unit running state monitoring system, including:
Data acquisition unit, for gathering various nuclear power unit running statuses under various informations parameter;Information parameter Including thermal process monitoring, electrical state monitoring, pipe temperature, leakage monitoring, vibration information monitoring, lubricating oil quality monitoring and pipe The data of road corrosion monitoring.Data acquisition unit is mainly responsible for implementing the important work information of collection nuclear power generating equipment and operation number According to.
Data processing unit, refers to for extracting the feature of the various informations parameter of various nuclear power units of data cell collection Mark, characteristic index includes switching value, electric current, resistance, frequency, voltage and pulse, and according to characteristic index data base, data base are built Including the application data under nuclear power unit on-line operation state and according to the history number under nuclear power unit normal operating condition According to the rule base set up, diagnosis rule and assessment rule are provided with rule base.Diagnosis rule includes nuclear power unit primary Ioops work Skill fault compression, the secondary circuit technology trouble factor, control system fault compression and power supply network fault compression;For example, purified water is worked as Temperature is more than given threshold, and corresponding valve state is not shown as opening, then may determine that purified water according to the rule Temperature control system failure;Manostat temperature is more than threshold value, and the state of respective valves is not shown as opening, then manostat pressure control The system failure processed.
Assessment rule include heat transmission equipment factor of influence, the purification of water quality resin interference factor, Rotary vibration devices affect because Son and Oil Quality factor of influence.Heat transmission equipment factor of influence in the present embodiment, by taking non-regenerative heat exchanger as an example, set up with Non-regenerative heat exchanger tube side inlet temperature, inlet flow rate, shell side component cooling water inlet flow rate, temperature, outlet temperature is Input, tube side outlet temperature is the heat exchange models that non-regenerative heat exchanger is set up in output, and the outlet temperature with normal operation is Setting value, when temperature and the actual measurement temperature of model output exceed given threshold, just assesses heat transmission equipment hydraulic performance decline;Fluid The qualitative effects factor, for oil lubrication cooling device, can use the running status of Oil Quality assessment equipment, according to long-term The Oil Quality of accumulation and the relation of equipment running status, the mapping in the life-span and Oil Quality of building process equipment operation is closed System, is then estimated with Oil Quality according to this relation to equipment state.
Failure diagnosis unit, for judging whether current application data matches with the diagnosis rule of rule base, and exports Fault diagnosis result;
Health evaluating unit, current application data is input in corresponding object model and is analyzed process, and is judged Whether the application data after analyzing and processing matches with the assessment rule of rule base, and exports health evaluating result;Wherein object mould Type includes heat exchange models, life model, feedwater Controlling model, manostat Pressure control model, general atmospheric pressure Controlling model and anti- Answer stack operation model;
Orientation maintenance direction unit, orientation maintenance direction unit is used to be referred to according to the corresponding maintenance of health evaluating result matching Scheme is led, operator can accordingly be operated according to corresponding maintenance guidance scheme, be easy to plant maintenance.
Man-machine interaction unit, man-machine interaction unit is used for the letter of application data, fault diagnosis result and health evaluating result Breath shows and interaction.Man-machine interaction unit adopts multiwindow, multitask running pattern, with good in interactive function and diversified As a result show and output function, not only friendly interface, and it is easy to operate.
Shown in Figure 2, a kind of monitoring method of nuclear power unit running status, the method includes:
Various informations parameter under data acquisition unit Real-time Collection nuclear power unit running status, information parameter includes heat Work process monitoring, electrical state monitoring, pipe temperature, leakage monitoring, vibration information monitoring, lubricating oil quality monitoring and corrosive pipeline The data of monitoring;
Data processing unit extracts the characteristic index of the various informations parameter of the various nuclear power units of data cell collection, Data base is built according to characteristic index, data base includes the application data under nuclear power unit on-line operation state and moves according to core The rule base that historical data under power apparatus normal operating condition is set up, is wherein provided with diagnosis rule and assessment rule in rule base Then;
Failure diagnosis unit is compared current application data with the diagnosis rule of rule base using regular method, if not It is consistent, then there is failure or maloperation, export fault type, specifically judges that step is as follows:S1, regular typing:In nuclear power dress Before putting startup, according to the rule base that the historical data under nuclear power unit normal operating condition is set up;
S2, rule is loaded into:After nuclear power unit starts, diagnosis rule is loaded into from rule base;
S3, rule parsing:Diagnosis rule of the rule parsing device in rule base carries out parsing and generates diagnosis rule chained list;
S4, application data is obtained:Current application data is obtained in the data base of data processing unit;
S5, rule is performed:Regular executor one by one compares current application data with every rule, judges current Nuclear power unit working condition, performed the last item rule after, obtain the working condition of various nuclear power units.
Health evaluating unit the calculating of object model is tied current application data input object model using regular method Fruit compare with the assessment rule of rule base, if not corresponding, export health evaluating result, wherein health evaluating the step of such as Under:
S10, regular typing:Before nuclear power unit starts, according to the history number under nuclear power unit normal operating condition According to the rule base set up, object model is built;
S20, rule is loaded into:After nuclear power unit starts, assessment rule is loaded into from rule base;
S30, rule parsing:Diagnosis rule of the rule parsing device in rule base carries out parsing and generates assessment rule chain Table;
S40, application data is obtained:Current application data is obtained from the data base of data processing unit, will be current Application data substitutes into object model and carries out statistical analysiss;
S50, rule is performed:Regular executor by the application data after statistical analysiss with assessment regulation linked every rule Compare one by one, judge the health status of current nuclear power unit, after having performed the last item rule, obtain each seed nucleus and move The health status of power apparatus.
Orientation maintenance direction unit matches corresponding maintenance direction scheme according to health evaluating result;
Application data, fault diagnosis result, health evaluating result and maintenance direction scheme are carried out letter by man-machine interaction unit Breath shows and interaction.Operator obtain by only needing monitoring human-computer interactive unit and grasp current each nuclear power unit operation feelings Condition, takes corresponding measure.
The present invention is not limited to above-mentioned embodiment, for those skilled in the art, without departing from On the premise of the principle of the invention, some improvements and modifications can also be made, these improvements and modifications are also considered as the protection of the present invention Within the scope of.The content not being described in detail in this specification belongs to prior art known to professional and technical personnel in the field.

Claims (10)

1. a kind of nuclear power unit running state monitoring system, it is characterised in that include:
Data acquisition unit, for gathering various nuclear power unit running statuses under various informations parameter;
Data processing unit, refers to for extracting the feature of the various informations parameter of various nuclear power units of the data cell collection Mark, according to the characteristic index build data base, data base include nuclear power unit on-line operation state under application data and According under nuclear power unit normal operating condition historical data set up rule base, be provided with the rule base diagnosis rule and Assessment rule;
Failure diagnosis unit, for judging whether current application data matches with the diagnosis rule of the rule base, and exports Fault diagnosis result;
Health evaluating unit, for judging whether current application data matches with the assessment rule of the rule base, and exports Health evaluating result;
Man-machine interaction unit, the man-machine interaction unit is used for the letter of application data, fault diagnosis result and health evaluating result Breath shows and interaction.
2. a kind of nuclear power unit running state monitoring system as claimed in claim 1, it is characterised in that:Information parameter includes Thermal process monitoring, electrical state monitoring, pipe temperature, leakage monitoring, vibration information monitoring, lubricating oil quality monitoring and pipeline are rotten The data of erosion monitoring.
3. a kind of nuclear power unit running state monitoring system as claimed in claim 1, it is characterised in that:Characteristic index includes Switching value, electric current, resistance, frequency, voltage and pulse.
4. a kind of nuclear power unit running state monitoring system as claimed in claim 1, it is characterised in that:The system also includes Orientation maintenance direction unit, the orientation maintenance direction unit is used to match corresponding maintenance direction side according to health evaluating result Case.
5. a kind of nuclear power unit running state monitoring system as claimed in claim 1, it is characterised in that:The diagnosis rule Including the nuclear power unit primary Ioops technology trouble factor, the secondary circuit technology trouble factor, control system fault compression and power supply network Fault compression;
It is described assessment rule include heat transmission equipment factor of influence, the purification of water quality resin interference factor, Rotary vibration devices affect because Son and Oil Quality factor of influence.
6., based on a kind of monitoring method of nuclear power unit running state monitoring system as claimed in claim 1, its feature exists In methods described includes:
Various informations parameter under data acquisition unit Real-time Collection nuclear power unit running status;
Data processing unit extracts the characteristic index of the various informations parameter of the various nuclear power units of the data cell collection, According to the characteristic index build data base, data base include nuclear power unit on-line operation state under application data and according to The rule base that historical data under nuclear power unit normal operating condition is set up, wherein being provided with diagnosis rule in the rule base With assessment rule;
Failure diagnosis unit is compared current application data with the diagnosis rule of the rule base using regular method, if not It is consistent, then there is failure or maloperation, exports fault type;
Health evaluating unit by current application data input object model, using regular method by the result of calculation of object model with The assessment rule of the rule base is compared, if not corresponding, exports health evaluating result;
Application data, fault diagnosis result and health evaluating result are carried out presentation of information and interaction by man-machine interaction unit.
7. monitoring method as claimed in claim 6, it is characterised in that also include:Orientation maintenance direction unit is commented according to health Estimate result and match corresponding maintenance direction scheme.
8. monitoring method as claimed in claim 6, it is characterised in that as follows the step of fault diagnosis:
S1, regular typing:Before nuclear power unit starts, set up according to the historical data under nuclear power unit normal operating condition Rule base;
S2, rule is loaded into:After nuclear power unit starts, diagnosis rule is loaded into from rule base;
S3, rule parsing:Diagnosis rule of the rule parsing device in rule base carries out parsing and generates diagnosis rule chained list;
S4, application data is obtained:Current application data is obtained in the data base of data processing unit;
S5, rule is performed:Regular executor one by one compares current application data with every rule, judges current core The working condition of power set, after having performed the last item rule, obtains the working condition of various nuclear power units.
9. monitoring method as claimed in claim 6, it is characterised in that as follows the step of health evaluating:
S10, regular typing:Before nuclear power unit starts, built according to the historical data under nuclear power unit normal operating condition Vertical rule base, builds object model;
S20, rule is loaded into:After nuclear power unit starts, assessment rule is loaded into from rule base;
S30, rule parsing:Diagnosis rule of the rule parsing device in rule base carries out parsing and generates assessment regulation linked;
S40, application data is obtained:Current application data is obtained from the data base of data processing unit, by current application Data substitute into object model and carry out statistical analysiss;
S50, rule is performed:Regular executor by the application data after statistical analysiss with assessment regulation linked every rule one by one Compare, judge the health status of current nuclear power unit, after having performed the last item rule, obtain various nuclear power dresses The health status put.
10. monitoring method as claimed in claim 6, it is characterised in that:The object model includes heat exchange models, life-span mould Type, feedwater Controlling model, manostat Pressure control model, general atmospheric pressure Controlling model and reactor operation model.
CN201611112398.3A 2016-12-07 2016-12-07 Nuclear power apparatus running state monitoring system and monitoring method Pending CN106597965A (en)

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CN107767975A (en) * 2017-10-17 2018-03-06 中北大学 A kind of nuclear power unit closes the monitoring and fault diagnosis method of heavy parts capability and performance
CN108303971A (en) * 2018-02-28 2018-07-20 中国船舶重工集团公司第七〇九研究所 The nuclear safety engineer operation bench and control system of ocean nuclear power platform
CN109240245A (en) * 2018-10-25 2019-01-18 中国船舶重工集团公司第七〇九研究所 A kind of nuclear power unit complex control system Digitallized system framework
CN109979622A (en) * 2017-12-27 2019-07-05 核动力运行研究所 Nuclear power plant's voltage-stablizer fatigue life monitors assessment system and method on-line
CN110285045A (en) * 2019-06-28 2019-09-27 苏州热工研究院有限公司 A kind of nuclear power plant RCP main pump vibration phase monitoring system and method
CN110349067A (en) * 2019-06-26 2019-10-18 中国船舶重工集团公司第七一九研究所 A kind of intelligent operational system and method for ocean nuclear power platform
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CN110955218A (en) * 2018-09-26 2020-04-03 中国船舶重工集团公司第七一九研究所 Redundancy monitoring circuit of main control system and standby control system of nuclear power device
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CN112036568A (en) * 2020-07-09 2020-12-04 中国人民解放军海军工程大学 Intelligent diagnosis method for damage fault of primary loop coolant system of nuclear power plant
CN112199890A (en) * 2020-10-11 2021-01-08 哈尔滨工程大学 System-level fault diagnosis method for integrated nuclear power device
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CN107767975A (en) * 2017-10-17 2018-03-06 中北大学 A kind of nuclear power unit closes the monitoring and fault diagnosis method of heavy parts capability and performance
CN109979622A (en) * 2017-12-27 2019-07-05 核动力运行研究所 Nuclear power plant's voltage-stablizer fatigue life monitors assessment system and method on-line
CN108303971A (en) * 2018-02-28 2018-07-20 中国船舶重工集团公司第七〇九研究所 The nuclear safety engineer operation bench and control system of ocean nuclear power platform
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CN110955218B (en) * 2018-09-26 2021-03-23 中国船舶重工集团公司第七一九研究所 Redundancy monitoring circuit of main control system and standby control system of nuclear power device
CN110955218A (en) * 2018-09-26 2020-04-03 中国船舶重工集团公司第七一九研究所 Redundancy monitoring circuit of main control system and standby control system of nuclear power device
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CN110766277B (en) * 2018-10-24 2022-08-09 中国核电工程有限公司 Health assessment and diagnosis system and mobile terminal for nuclear industry field
CN109240245A (en) * 2018-10-25 2019-01-18 中国船舶重工集团公司第七〇九研究所 A kind of nuclear power unit complex control system Digitallized system framework
CN110349067A (en) * 2019-06-26 2019-10-18 中国船舶重工集团公司第七一九研究所 A kind of intelligent operational system and method for ocean nuclear power platform
CN110285045A (en) * 2019-06-28 2019-09-27 苏州热工研究院有限公司 A kind of nuclear power plant RCP main pump vibration phase monitoring system and method
CN112537559A (en) * 2019-09-20 2021-03-23 中国石油化工股份有限公司 Oil gas monitoring method and system for oil depot
CN111816338A (en) * 2020-06-08 2020-10-23 核动力运行研究所 Health monitoring and fault positioning system and method for nuclear power plant information system
CN112036568A (en) * 2020-07-09 2020-12-04 中国人民解放军海军工程大学 Intelligent diagnosis method for damage fault of primary loop coolant system of nuclear power plant
CN112036568B (en) * 2020-07-09 2023-10-17 中国人民解放军海军工程大学 Intelligent diagnosis method for damage faults of primary loop coolant system of nuclear power device
CN112199890A (en) * 2020-10-11 2021-01-08 哈尔滨工程大学 System-level fault diagnosis method for integrated nuclear power device
CN112230548B (en) * 2020-10-27 2022-06-17 中国核动力研究设计院 Nuclear power device autonomous control system
CN112230548A (en) * 2020-10-27 2021-01-15 中国核动力研究设计院 Nuclear power device autonomous control system
CN113792449A (en) * 2021-08-10 2021-12-14 中国船舶重工集团公司第七一九研究所 Nuclear reactor monitoring method and system

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