CN112184072B - Machine room equipment management method and device - Google Patents
Machine room equipment management method and device Download PDFInfo
- Publication number
- CN112184072B CN112184072B CN202011173474.8A CN202011173474A CN112184072B CN 112184072 B CN112184072 B CN 112184072B CN 202011173474 A CN202011173474 A CN 202011173474A CN 112184072 B CN112184072 B CN 112184072B
- Authority
- CN
- China
- Prior art keywords
- equipment
- energy consumption
- machine room
- work order
- change rule
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
- G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/20—Administration of product repair or maintenance
-
- Y—GENERAL 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
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/80—Management or planning
- Y02P90/82—Energy audits or management systems therefor
Landscapes
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Engineering & Computer Science (AREA)
- Strategic Management (AREA)
- Entrepreneurship & Innovation (AREA)
- Economics (AREA)
- Physics & Mathematics (AREA)
- Development Economics (AREA)
- Marketing (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Tourism & Hospitality (AREA)
- Educational Administration (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Game Theory and Decision Science (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The embodiment of the invention provides a machine room equipment management method and a device, wherein the method comprises the following steps: the method comprises the steps of obtaining an equipment work order of a target machine room, determining energy consumption information and change rules of equipment according to the work order type of the equipment work order, determining a reference energy consumption marker post value of the target machine room according to the energy consumption information and the change rules, and sending the reference energy consumption marker post value of the target machine room to a management platform, so that a manager can compare the changed reference energy consumption marker post value with actual energy consumption of the machine room to timely troubleshoot equipment of the machine room, and accuracy of equipment management of the machine room is improved.
Description
Technical Field
The embodiment of the invention relates to the technical field of communication, in particular to a method and a device for managing equipment in a machine room.
Background
The base station room of the communication operator determines the electricity consumption and the electricity charge of the room according to the energy consumption standard pole value of the room. The machine room is provided with a large number of machine room equipment, and the electricity consumption of all the machine room equipment accounts for more than half of the electricity consumption of the whole machine room, so that the energy consumption of the machine room equipment can be monitored in real time to manage the energy consumption marker post value of the machine room.
In the prior art, the machine room energy consumption marker post value is managed by manually auditing the machine room equipment energy consumption one by one. The specific method comprises the following steps: based on professional network management information of equipment, after confirming that the equipment is taken, an equipment manager inputs the equipment information and power consumption information of the taken equipment into an equipment energy consumption background database, and increases the energy consumption marker post value of a machine room; after confirming that the equipment is taken off, the equipment manager changes the data of the energy consumption background database according to the equipment information and the power consumption information record of the equipment taken off, and reduces the energy consumption marker post value of the machine room.
However, when a large number of machine room devices perform the service entering and service exiting operations at the same time, the device administrator cannot change the energy consumption background database according to the device information and the power consumption information of all the devices in time, so that the problem of lag in changing the machine room energy consumption marker post value is caused.
Disclosure of Invention
The embodiment of the invention provides a machine room equipment management method and device, which are used for improving the accuracy of machine room equipment management.
In a first aspect, an embodiment of the present invention provides a method for managing equipment in a machine room, including:
acquiring an equipment work order of a target machine room;
determining energy consumption information and change rules of corresponding equipment according to the type of the work order of the equipment work order;
determining a reference energy consumption marker post value of the target machine room according to the energy consumption information and the change rule;
and sending the reference energy consumption target value of the target machine room to a management platform so that a manager manages machine room equipment according to the reference energy consumption target value of the target machine room.
In one possible design, the determining the energy consumption information and the change rule of the corresponding device according to the work order type of the equipment work order includes:
if the work order type is an entering work order, acquiring a machine room identifier, an equipment code and equipment power consumption of the equipment as energy consumption information, and determining a change rule of the equipment as an entering change rule;
if the work order type is the service exit work order, acquiring a machine room identifier of the equipment, an equipment code and preset equipment correction power consumption as energy consumption information, and determining a change rule of the equipment as the service exit change rule.
In one possible design, the determining the reference energy consumption marker post value of the target machine room according to the energy consumption information and the change rule includes;
if the change rule is an entering change rule, acquiring an original energy consumption marker post value of the machine room according to the machine room code and the equipment code;
and obtaining the reference energy consumption target value of the target machine room according to the original energy consumption target value and the sum of the power consumption of the equipment.
In one possible design, the determining the reference energy consumption marker post value of the target machine room according to the energy consumption information and the change rule includes;
if the change rule is a take-off change rule, acquiring an original energy consumption marker post value of the machine room according to the machine room code and the equipment code;
and determining the reference energy consumption standard pole value of the target machine room according to the original energy consumption standard pole value and the difference of the correction power consumption of the preset equipment, wherein the correction power consumption of the preset equipment is half of the correction power consumption value of the equipment.
In one possible design, the device power consumption is a standard power consumption of the device or a rectified power consumption of the device.
In one possible design, the machine room identification includes a administrative district in which the machine room is located, a machine room code, and an electricity meter number.
In one possible design, the determining the energy consumption information of the corresponding device according to the work order type of the device work order includes:
acquiring equipment key information of the equipment according to the type of the work order of the equipment work order;
and obtaining the energy consumption information of the equipment from an energy consumption information database according to the equipment key information of the equipment.
In one possible design, before the determining the energy consumption information and the change rule of the corresponding device according to the work order type of the device work order, the method further includes:
acquiring equipment key information and energy consumption information of all equipment according to a work order system and a professional network management system, wherein the equipment key information comprises equipment profession, equipment names and equipment codes;
and establishing an energy consumption information database according to the equipment key information and the energy consumption information of all the equipment.
In one possible design, after the energy consumption information database is built according to the device key information and the energy consumption information of all the devices, the method further includes:
acquiring a training data set according to a professional network management system;
performing data optimization processing on the energy consumption data of the equipment according to the training data set to obtain optimized energy consumption data, wherein the data optimization comprises deleting fault data, supplementing default data and modifying error data;
and updating the energy consumption data of the equipment according to the optimized energy consumption data.
In a second aspect, an embodiment of the present invention provides a machine room device management apparatus, including:
the acquisition module is used for acquiring the equipment work order of the target machine room;
the determining module is used for determining energy consumption information and change rules of corresponding equipment according to the type of the work order of the equipment work order, and determining a reference energy consumption marker post value of the target machine room according to the energy consumption information and the change rules;
and the sending module is used for sending the reference energy consumption target value of the target machine room to the management platform so that management staff can manage the machine room equipment according to the reference energy consumption target value of the target machine room.
In a third aspect, an embodiment of the present invention provides a server, including: at least one processor and memory;
the memory stores computer-executable instructions;
the at least one processor executes computer-executable instructions stored by the memory, such that the at least one processor performs the machine room equipment management method as described in the first aspect and the first aspect.
In a fourth aspect, an embodiment of the present invention provides a computer readable storage medium, where computer executable instructions are stored, and when a processor executes the computer executable instructions, the computer room device management method according to the first aspect and the first aspect is implemented.
According to the machine room equipment management method and device, the energy consumption information and the change rule of equipment are determined according to the type of the equipment work order, the reference energy consumption standard pole value of the target machine room is determined according to the energy consumption information and the change rule, the reference energy consumption standard pole value of the target machine room is sent to the management platform, and therefore management staff can compare the changed reference energy consumption standard pole value with actual energy consumption of the machine room to timely check faults of the machine room equipment, and accuracy of machine room equipment management is improved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions of the prior art, the drawings that are needed in the embodiments or the description of the prior art will be briefly described below, it will be obvious that the drawings in the following description are some embodiments of the present invention, and that other drawings can be obtained according to these drawings without inventive effort to a person skilled in the art.
Fig. 1 is a schematic view of a machine room equipment management system provided by an embodiment of the present invention;
fig. 2 is a schematic flow chart of a method for managing equipment in a machine room according to an embodiment of the present invention;
fig. 3 is a schematic flow chart II of a machine room equipment management method according to an embodiment of the present invention;
fig. 4 is a schematic flow chart III of a machine room equipment management method according to an embodiment of the present invention;
fig. 5 is a schematic flow chart diagram of a machine room equipment management method according to an embodiment of the present invention;
fig. 6 is a schematic structural diagram of a machine room device management apparatus according to an embodiment of the present invention;
fig. 7 is a schematic hardware structure of a server according to an embodiment of the present invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present invention more apparent, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention, and it is apparent that the described embodiments are some embodiments of the present invention, but not all embodiments of the present invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
In recent years, mobile, communication and telecom companies have greatly perfected network coverage, and the cellular network base station of the company has large number of machine rooms, wide distribution range, scattered installation positions and complex conditions. The base station machine room is mostly a rented civil house, some electric meters are installed by power grid companies, some electric meters are installed for owners, the types of meters are very many, and the base station machine room is provided with a mechanical electric meter, an electronic electric meter and an IC card electric meter. Because of the wide points and the complex conditions, the company needs to send special persons or entrust maintenance companies to check and maintain the meter so as to meet the daily management of energy consumption such as electricity accounting, electricity analysis and the like of a base station machine room. Particularly, in recent years, as the number of base station rooms increases rapidly, electricity costs have become a major cost for companies, and the proportion has also increased year by year.
However, the existing manual method for managing the energy consumption of the machine room has the following problems: because of the large number of base station rooms, the equipment of the base station rooms is typically managed simultaneously by an equipment manager and an energy consumption manager. The project manager manages the entering and exiting of the equipment in the machine room, and the energy consumption manager is responsible for reading the electricity meter data in the machine room to manage the energy consumption in the machine room. Because project manager and energy consumption manager are separated, if the notification is not timely, the energy consumption manager does not necessarily know when the device is taken in service, and only if the reading through the ammeter suddenly increases can the knowledge be realized. The equipment is taken back, and energy consumption charge management personnel also can not necessarily know in time, only know through equipment checking or ammeter reading reduction, and the actual energy consumption data of computer lab equipment can not be accurately mastered through the condition of taking in and taking out of equipment to the energy consumption management personnel, has increased computer lab power consumption cost.
In order to more timely and accurately manage the energy consumption information of the machine room, the embodiment of the invention provides a device energy consumption management and control method for establishing a full life cycle of the entering of the slave device, the taking of the device and the taking of the device out of the device by using the existing platform data and technical means, wherein the change of the energy consumption information of the machine room is determined when the device enters the garment or the device takes the device out of the garment, and the fault of the machine room device is timely checked according to comparison between the changed reference energy consumption marker post value and the actual energy consumption of the machine room, so that the accuracy of the management of the machine room device is improved.
Fig. 1 is a schematic view of a machine room equipment management system provided by an embodiment of the present invention. As shown in fig. 1, the room equipment management system includes room equipment 11, an electric energy meter 12, a data transmission equipment 13, and a server 14 that performs room equipment energy consumption management, which are installed in a room. The computer lab is generally erect near the basic station, and the electric energy meter 12 is used for real-time supervision and gathers the power consumption of computer lab equipment 11 to send the power consumption of computer lab equipment 11 to data transmission equipment 13 through wired transmission passageway, data transmission equipment 13 sends the power consumption of computer lab equipment 11 to server 14 through wireless GPRS/CDMA communication mode, and server 14 manages the power consumption of computer lab equipment 11 of receiving, specifically includes statistics, analysis, the benchmarking of the power consumption of computer lab equipment 11 and electric charge settlement etc..
The technical scheme of the invention is described in detail below by specific examples. The following embodiments may be combined with each other, and some embodiments may not be repeated for the same or similar concepts or processes.
Fig. 2 is a schematic flow chart of a method for managing equipment in a machine room according to an embodiment of the present invention. The execution body of the method of the present embodiment may be a server in fig. 1, as shown in fig. 2, and the machine room device management method includes the following steps:
s201: and acquiring the equipment work order of the target machine room.
In the embodiment of the invention, the energy consumption manager manages the equipment to be taken in or taken out of the target machine room by submitting the equipment worker of the target machine room. Therefore, the server can determine the equipment needing to be taken in and the equipment needing to be taken out by acquiring the equipment worksheet of the target machine room.
S202: and determining the energy consumption information and the change rule of the corresponding equipment according to the type of the work order of the equipment work order.
In the embodiment of the invention, the entering and exiting of the equipment can influence the energy consumption change of the target machine room, and the changing rules of the equipment energy consumption information corresponding to the entering and exiting of the equipment are different. Specifically, the equipment worksheet comprises the worksheet type of the equipment, and if the equipment needs to be taken in a target machine room, the worksheet type of the equipment worksheet is an entering worksheet; if the equipment needs to be powered down in the target machine room for the service withdrawal, the type of the equipment work order is the service withdrawal work order. And determining the energy consumption information of the equipment and the change rule according to the type of the work order of the equipment work order.
S203: and determining the reference energy consumption marker post value of the target machine room according to the energy consumption information and the change rule.
In the embodiment of the invention, the types of the work orders of the equipment work orders are different, and the change rules of the machine room energy consumption are also different. When the equipment needs to be taken in the target machine room, the type of the work order of the equipment work order is the taken work order, and the corresponding change rule is the taken change rule, namely, the energy consumption marker post value of the machine room after the equipment is taken in is updated according to the energy consumption information of the equipment and the taken change rule. When the equipment needs to be taken out of the target machine room, the type of the work order of the equipment work order is the take-out work order, and the corresponding change rule is the take-out change rule, namely, the energy consumption marker post value of the machine room after the equipment takes out is updated according to the energy consumption information of the equipment and the take-out change rule.
S204: and sending the reference energy consumption target value of the target machine room to a management platform so that a manager manages the machine room equipment according to the reference energy consumption target value of the target machine room.
In the embodiment of the invention, the calculated reference energy consumption target value of the target machine room is sent to the management platform, so that a manager can timely identify the operation condition of the machine room equipment according to the reference energy consumption target value of the target machine room. If the current equipment is taken in or taken out, the difference value between the energy consumption marker post value of the machine room calculated after the equipment is taken in and the energy consumption value displayed by the electric meter of the machine room is larger than a preset threshold value, so that the current equipment can be indicated to be failed after the equipment is taken in, and the power consumption of the machine room is abnormal. And a manager timely checks the running condition of the newly-taken equipment in the target machine room, and identifies and eliminates equipment faults and electricity faults of the machine room.
According to the embodiment, whether the equipment is taken in or taken out is determined according to the equipment work order of the target machine room, the energy consumption information and the change rule of the equipment are determined according to the equipment work order of the equipment, and the reference energy consumption marker post value of the target machine room is updated according to the energy consumption information and the change rule of the equipment, so that a manager can compare the predicted reference energy consumption marker post value with the actual energy consumption of the machine room to timely troubleshoot the equipment of the machine room, and the accuracy of equipment management of the machine room is improved.
Fig. 3 is a second schematic flow chart of a machine room equipment management method according to an embodiment of the present invention, and on the basis of the embodiment of fig. 2, as shown in fig. 3, the machine room equipment management method according to the present invention includes the following steps:
s301: and acquiring the equipment work order of the target machine room.
The method of this step is the same as that of S201, and will not be described here again.
S3021: and if the work order type is an entering work order, acquiring a machine room identifier, an equipment code and equipment power consumption of the equipment as energy consumption information, and determining a change rule of the equipment as an entering change rule.
In the embodiment of the invention, the types of the work orders of the equipment work orders are different, and the change rules of the machine room energy consumption are also different. When the equipment needs to be taken in the target machine room, the type of the work order of the equipment work order is the taking work order, and the corresponding change rule is the taking change rule. And determining the reference energy consumption marker post value of the target machine room by acquiring the machine room identification, the equipment code and the equipment power consumption of the equipment as energy consumption information and utilizing the rule of change of the service.
S3022: if the work order type is the service exit work order, the machine room identification, the equipment code and the preset equipment correction power consumption of the equipment are obtained as energy consumption information, and the change rule of the equipment is determined to be the service exit change rule.
In the embodiment of the invention, the types of the work orders of the equipment work orders are different, and the change rules of the machine room energy consumption are also different. When the equipment needs to be powered down in the target machine room for service withdrawal, the type of the work order of the equipment work order is the service withdrawal work order, and the corresponding change rule is the equipment service withdrawal rule. And determining a reference energy consumption marker post value of the target machine room by acquiring the machine room identification of the equipment, the equipment code and preset equipment correction power consumption as energy consumption information and utilizing a withdrawal change rule.
S3031: if the change rule is an entering change rule, acquiring an original energy consumption marker post value of the machine room according to the machine room code and the equipment code; and obtaining the reference energy consumption target value of the target machine room according to the original energy consumption target value and the sum of the power consumption of the equipment.
In the embodiment of the invention, if the type of the work order is an entrance work order, the entrance change rule is adopted to acquire the reference energy consumption marker post value of the target machine room. Specifically, the original energy consumption marker post value of the machine room is obtained according to the machine room identification. The original energy consumption marker post value of the machine room is the actual energy consumption value of the current machine room when the equipment is not taken in. Illustratively, the machine room identification includes a administrative district in which the machine room is located, a machine room code, and an electricity meter number. And secondly, according to the rule of change of the entering service, determining the reference energy consumption marker post value of the machine room by calculating the sum of the original energy consumption marker post value and the power consumption of equipment. When the equipment is taken in, correspondingly, the energy consumption marker post value of the machine room is correspondingly increased according to the energy consumption of the equipment taken in, namely, the energy consumption marker post value of the machine room after the equipment is taken in is the sum of the original energy consumption marker post value of the machine room and the energy consumption of the new equipment taken in.
Alternatively, the device power consumption is a standard power consumption of the device or a rectified power consumption of the device. The standard power consumption of the equipment is the power consumption of the equipment under the standard voltage, and the correction power consumption of the equipment is the actual power consumption of the equipment after the equipment stably operates in any machine room for a period of time. When the equipment is just taken, the energy consumption marker post value of the machine room can be calculated only according to the standard power consumption of the equipment. Because the power consumption of the equipment in actual operation is not necessarily standard power consumption, the correction power consumption of the equipment in actual operation is obtained after the equipment stably operates for a period of time, and the energy consumption marker post value of the machine room is calculated according to the correction power consumption, so that the predicted energy consumption marker post value is more in line with the actual power consumption of the equipment of the machine room.
S3032: if the change rule is a take-off change rule, acquiring an original energy consumption marker post value of the machine room according to the machine room code and the equipment code; and determining the reference energy consumption standard pole value of the target machine room according to the original energy consumption standard pole value and the difference of the correction power consumption of the preset equipment, wherein the correction power consumption of the preset equipment is half of the correction power consumption value of the equipment.
In the embodiment of the invention, if the work order type is the service withdrawal work order, the reference energy consumption marker post value of the target machine room is obtained by adopting the service withdrawal change rule. Specifically, the original energy consumption marker post value of the machine room is obtained according to the machine room identification. And according to the withdrawal changing rule, determining the reference energy consumption standard pole value of the machine room by calculating the difference value between the original energy consumption standard pole value and the equipment power consumption. When the equipment is taken off, correspondingly, the energy consumption marker post value of the machine room is correspondingly reduced according to the energy consumption of the equipment to be taken on, namely, the energy consumption marker post value of the machine room after the equipment is taken off is the difference between the original energy consumption marker post value of the machine room and the energy consumption of the new equipment to be taken on.
S304: and sending the reference energy consumption target value of the target machine room to a management platform so that a manager manages the machine room equipment according to the reference energy consumption target value of the target machine room.
The method of this step is the same as that of S204, and will not be described here again.
According to the embodiment, when the equipment work order of the target machine room is the service work order, the change rule is determined to be the service change rule, the reference energy consumption standard pole value of the target machine room is updated according to the energy consumption information of the equipment and the service change rule, when the equipment work order of the target machine room is the service withdrawal work order, the change rule is determined to be the service withdrawal change rule, and the reference energy consumption standard pole value of the target machine room is updated according to the energy consumption information of the equipment and the service withdrawal change rule, so that a manager compares the predicted reference energy consumption standard pole value with the actual energy consumption of the machine room to timely check the faults of the equipment of the machine room, and the accuracy of equipment management of the machine room is improved.
Fig. 4 is a schematic flow chart III of a machine room equipment management method according to an embodiment of the present invention, and on the basis of the embodiment of fig. 2, as shown in fig. 4, the machine room equipment management method according to the present invention further includes the following steps before the step S202:
s401: and acquiring equipment key information and energy consumption information of all the equipment according to the work order system and the professional network management system, wherein the equipment key information comprises equipment profession, equipment names and equipment codes, and establishing an energy consumption information database according to the equipment key information and the energy consumption information of all the equipment.
In the embodiment of the invention, the equipment in the machine room often consists of professional equipment of different factories and different types. In order to compare data with professional network management and worksheet systems, an energy consumption information database is built by taking equipment profession, equipment names and equipment codes as equipment key information equipment. Once each device is taken, all information of the device is recorded into a professional network management system. And obtaining key information of the equipment and energy consumption information to establish an energy consumption information database by interfacing with a professional network manager. Wherein the device key information includes device specialty, device name, and device code. The energy consumption platform database is connected with a server of the equipment service work order system, and once the equipment is tested and taken through the work order system, the work order system pushes the equipment key information to the energy consumption background database. Specifically, the energy consumption information database is connected with a server of the equipment service work order system, once the equipment is used for checking service through the work order system, the work order system pushes the equipment key information to the energy consumption background database. And key information of the work order system is crawled by utilizing a crawler technology by acquiring the ROOT authority of the work order system. And after the authorization is obtained and the work order system is entered, the key information of the work order to be processed is read according to the processing data requirement of the energy consumption platform.
S402: obtaining equipment key information of equipment according to the type of the work order of the equipment work order; and obtaining the energy consumption information of the equipment from the energy consumption information database according to the equipment key information of the equipment.
In the embodiment of the invention, the equipment key information of the equipment is acquired through the work order type of the equipment work order, and the energy consumption information of the equipment is acquired from the energy consumption information database through the equipment key information. Wherein the energy consumption information of the device comprises standard power consumption. And updating the energy consumption marker post value of the machine room according to the energy consumption information of the equipment and the change rule corresponding to the type of the work order, and predicting the reference energy consumption marker post value of the target machine room.
According to the embodiment, the equipment key information and the energy consumption information are acquired through the existing work order system and the professional network management system, and the energy consumption information database is built according to the equipment key information and the energy consumption information of all the equipment, so that when the equipment enters or exits, the energy consumption information of the equipment is automatically acquired according to the energy consumption information database, the reference energy consumption marker post value of the target machine room is predicted, and a manager compares the predicted reference energy consumption marker post value with the actual energy consumption of the machine room to timely check the faults of the equipment of the machine room, so that the accuracy of equipment management of the machine room is improved.
Fig. 5 is a schematic flow chart of a machine room equipment management method according to an embodiment of the present invention, and on the basis of the embodiment of fig. 4, as shown in fig. 5, the machine room equipment management method according to the present invention further includes the following steps before the step S401:
s501: and acquiring a training data set according to the professional network management system.
In the embodiment of the invention, because the equipment information on the service work order system is possibly subjected to adjustment and optimization in the operation and maintenance link, the professional network management data and the equipment information on the service work order system are inconsistent, and the equipment information needs to be corrected and cleaned, so that the uniqueness and the accuracy of the data are ensured. Specifically, fault data, resources and configuration data are obtained from a professional network manager, and the data are divided to form a data training set through data characteristic engineering such as data cleaning.
S502: and carrying out data optimization processing on the energy consumption data of the equipment according to the training data set to obtain optimized energy consumption data, wherein the data optimization comprises deleting fault data, supplementing default data and modifying error data.
In the embodiment of the invention, the energy consumption information of the equipment is acquired through the work order system. And taking the energy consumption data of the equipment as a test set, and obtaining optimized energy consumption data by carrying out data optimization processing on the energy consumption data of the equipment by utilizing a training data set. Through data optimization, fault data in the equipment energy consumption data, default data in the supplementary equipment energy consumption data and error data in the modified equipment energy consumption data can be deleted. The mathematical model algorithm with reasonable design is specifically adopted, the mathematical model is continuously and circularly trained by using a training set and a testing set, so that the predicted value of the mathematical model method reaches 95%, the perfect mathematical model predicts the abnormal parameters of the energy consumption data of the equipment, and the fault source of the equipment in the machine room is predicted by the abnormal parameters of the energy consumption data of the equipment. And optimizing the equipment energy consumption data according to the predicted equipment energy consumption data abnormal parameters.
The specific training process of the random forest algorithm is as follows:
(1) N samples are selected from the training dataset with the random samples put back.
(2) K features are randomly selected from all features, and a decision tree is built for the selected samples using the features.
(3) Repeating the above steps for m times, namely generating m decision trees to form a random forest.
(4) For new fault data, through each tree decision, the voting method confirms which class is classified.
S503: and updating the energy consumption data of the equipment according to the optimized energy consumption data.
In the embodiment of the invention, the energy consumption data of the equipment delete fault data, supplement default data and modify error data, so that the energy consumption data of the equipment can accurately reflect the actual power consumption condition of the equipment, and the uniqueness and the accuracy of the energy consumption data of the equipment are ensured.
According to the embodiment, the training data set is obtained according to the professional network management system, and the optimized energy consumption data is obtained by carrying out data optimization processing on the energy consumption data of the equipment according to the training data set, so that the professional network management data is consistent with the equipment energy consumption data stored on the service work order entering system, and the uniqueness and the accuracy of the equipment energy consumption data are ensured.
Fig. 6 is a schematic structural diagram of a machine room device management apparatus according to an embodiment of the present invention. As shown in fig. 6, the machine room equipment management device 60 includes: an acquisition module 601, a determination module 602, and a transmission module 603.
The acquiring module 601 is configured to acquire an equipment work order of a target machine room;
the determining module 602 is configured to determine energy consumption information and a change rule of a corresponding device according to a worksheet type of the device worksheet, and determine a reference energy consumption target value of the target machine room according to the energy consumption information and the change rule;
and the sending module 603 is configured to send the reference energy consumption target value of the target machine room to a management platform, so that a manager manages the machine room equipment according to the reference energy consumption target value of the target machine room.
In one embodiment of the present invention, the determining module 602 is specifically further configured to: if the work order type is an entering work order, acquiring a machine room identifier, an equipment code and equipment power consumption of the equipment as energy consumption information, and determining a change rule of the equipment as an entering change rule; if the work order type is the service exit work order, acquiring a machine room identifier of the equipment, an equipment code and preset equipment correction power consumption as energy consumption information, and determining a change rule of the equipment as the service exit change rule.
In one embodiment of the present invention, the determining module 602 is specifically further configured to: if the change rule is an entering change rule, acquiring an original energy consumption marker post value of the machine room according to the machine room code and the equipment code; and obtaining the reference energy consumption target value of the target machine room according to the original energy consumption target value and the sum of the power consumption of the equipment.
In one embodiment of the present invention, the determining module 602 is specifically further configured to: if the change rule is a take-off change rule, acquiring an original energy consumption marker post value of the machine room according to the machine room code and the equipment code; and determining the reference energy consumption standard pole value of the target machine room according to the original energy consumption standard pole value and the difference of the correction power consumption of the preset equipment, wherein the correction power consumption of the preset equipment is half of the correction power consumption value of the equipment.
In one embodiment of the present invention, the determining module 602 is specifically further configured to: acquiring equipment key information of the equipment according to the type of the work order of the equipment work order; and obtaining the energy consumption information of the equipment from an energy consumption information database according to the equipment key information of the equipment.
In one embodiment of the present invention, the machine room device management apparatus 60 further includes a building module, where the building module is configured to: acquiring equipment key information and energy consumption information of all equipment according to a work order system and a professional network management system, wherein the equipment key information comprises equipment profession, equipment names and equipment codes; and establishing an energy consumption information database according to the equipment key information and the energy consumption information of all the equipment.
In one embodiment of the present invention, the machine room equipment management device 60 further includes an update module, where the update module is configured to: acquiring a training data set according to a professional network management system; performing data optimization processing on the energy consumption data of the equipment according to the training data set to obtain optimized energy consumption data, wherein the data optimization comprises deleting fault data, supplementing default data and modifying error data; and updating the energy consumption data of the equipment according to the optimized energy consumption data.
The machine room equipment management device provided in this embodiment may be used to execute the technical solution of the foregoing method embodiment, and its implementation principle and technical effects are similar, and this embodiment is not repeated here.
Fig. 7 is a schematic hardware structure of a server according to an embodiment of the present invention. As shown in fig. 7, the server 70 provided in the present embodiment includes: at least one processor 701 and a memory 702. Wherein the processor 701 and the memory 702 are connected by a bus 703.
In a specific implementation, at least one processor 701 executes computer-executable instructions stored in the memory 702, so that the at least one processor 701 executes the machine room device management method as executed by the server 70.
The specific implementation process of the processor 701 can be referred to the above method embodiment, and its implementation principle and technical effects are similar, and this embodiment will not be described herein again.
In the embodiment shown in fig. 7, it should be understood that the processor may be a central processing unit (english: central Processing Unit, abbreviated as CPU), or may be other general purpose processors, digital signal processors (english: digital Signal Processor, abbreviated as DSP), application specific integrated circuits (english: application Specific Integrated Circuit, abbreviated as ASIC), or the like. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like. The steps of a method disclosed in connection with the present invention may be embodied directly in a hardware processor for execution, or in a combination of hardware and software modules in a processor for execution.
The memory may comprise high speed RAM memory or may further comprise non-volatile storage NVM, such as at least one disk memory.
The bus may be an industry standard architecture (Industry Standard Architecture, ISA) bus, an external device interconnect (Peripheral Component, PCI) bus, or an extended industry standard architecture (Extended Industry Standard Architecture, EISA) bus, among others. The buses may be divided into address buses, data buses, control buses, etc. For ease of illustration, the buses in the drawings of the present application are not limited to only one bus or one type of bus.
The application also provides a computer readable storage medium, wherein computer execution instructions are stored in the computer readable storage medium, and when a processor executes the computer execution instructions, the computer room equipment management method executed by the server is realized.
The application also provides a computer readable storage medium, wherein computer execution instructions are stored in the computer readable storage medium, and when a processor executes the computer execution instructions, the computer room equipment management method executed by the server is realized.
The computer readable storage medium described above may be implemented by any type of volatile or non-volatile memory device or combination thereof, such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic disk, or optical disk. A readable storage medium can be any available medium that can be accessed by a general purpose or special purpose computer.
An exemplary readable storage medium is coupled to the processor such the processor can read information from, and write information to, the readable storage medium. In the alternative, the readable storage medium may be integral to the processor. The processor and the readable storage medium may reside in an application specific integrated circuit (Application Specific Integrated Circuits, ASIC for short). The processor and the readable storage medium may reside as discrete components in a device.
Those of ordinary skill in the art will appreciate that: all or part of the steps for implementing the method embodiments described above may be performed by hardware associated with program instructions. The foregoing program may be stored in a computer readable storage medium. The program, when executed, performs steps including the method embodiments described above; and the aforementioned storage medium includes: various media that can store program code, such as ROM, RAM, magnetic or optical disks.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present invention, and not for limiting the same; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some or all of the technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit of the invention.
Claims (9)
1. The machine room equipment management method is characterized by comprising the following steps of:
acquiring an equipment work order of a target machine room;
determining energy consumption information and change rules of corresponding equipment according to the type of the work order of the equipment work order;
determining a reference energy consumption marker post value of the target machine room according to the energy consumption information and the change rule;
the reference energy consumption marker post value of the target machine room is sent to a management platform, so that management staff can manage machine room equipment according to the reference energy consumption marker post value of the target machine room;
the determining the energy consumption information and the change rule of the corresponding equipment according to the work order type of the equipment work order comprises the following steps:
if the work order type is an entering work order, acquiring a machine room identifier, an equipment code and equipment power consumption of the equipment as energy consumption information, and determining a change rule of the equipment as an entering change rule;
if the work order type is a service exit work order, acquiring a machine room identifier of the equipment, an equipment code and preset equipment correction power consumption as energy consumption information, and determining a change rule of the equipment as a service exit change rule;
the method for determining the reference energy consumption marker post value of the target machine room according to the energy consumption information and the change rule comprises the following steps of;
if the change rule is an intake change rule, acquiring an original energy consumption marker post value of the machine room according to the machine room code and the equipment code;
obtaining a reference energy consumption marker post value of the target machine room according to the original energy consumption marker post value and the sum of equipment power consumption;
the method for determining the reference energy consumption marker post value of the target machine room according to the energy consumption information and the change rule comprises the following steps of;
if the change rule is a take-off change rule, acquiring an original energy consumption marker post value of the machine room according to the machine room code and the equipment code;
and determining the reference energy consumption standard pole value of the target machine room according to the original energy consumption standard pole value and the difference of the correction power consumption of the preset equipment, wherein the correction power consumption of the preset equipment is half of the correction power consumption value of the equipment.
2. The method of claim 1, wherein the device power consumption is a standard power consumption of the device or a rectified power consumption of the device.
3. The method of claim 1, wherein the machine room identification includes a administrative district in which the machine room is located, a machine room code, and an electricity meter number.
4. The method of claim 1, wherein the determining the energy consumption information of the corresponding device according to the type of the work order of the device includes:
acquiring equipment key information of the equipment according to the type of the work order of the equipment work order;
and obtaining the energy consumption information of the equipment from an energy consumption information database according to the equipment key information of the equipment.
5. The method of claim 1, further comprising, prior to said determining the energy consumption information and the change rule of the corresponding device according to the type of the work order of the device work order:
acquiring equipment key information and energy consumption information of all equipment according to a work order system and a professional network management system, wherein the equipment key information comprises equipment profession, equipment names and equipment codes;
and establishing an energy consumption information database according to the equipment key information and the energy consumption information of all the equipment.
6. The method according to claim 5, further comprising, after the building of the energy consumption information database from the device key information and the energy consumption information of all the devices:
acquiring a training data set according to a professional network management system;
performing data optimization processing on the energy consumption data of the equipment according to the training data set to obtain optimized energy consumption data, wherein the data optimization comprises deleting fault data, supplementing default data and modifying error data;
and updating the energy consumption data of the equipment according to the optimized energy consumption data.
7. A machine room equipment management apparatus, characterized by comprising:
the acquisition module is used for acquiring the equipment work order of the target machine room;
the determining module is used for determining energy consumption information and change rules of corresponding equipment according to the type of the work order of the equipment work order, and determining a reference energy consumption marker post value of the target machine room according to the energy consumption information and the change rules;
the sending module is used for sending the reference energy consumption marker post value of the target machine room to the management platform so that a manager manages machine room equipment according to the reference energy consumption marker post value of the target machine room;
the determining module is specifically further configured to obtain a machine room identifier, an equipment code, and equipment power consumption of the equipment as energy consumption information if the type of the work order is an incoming work order, and determine that a change rule of the equipment is an incoming change rule; if the work order type is a service exit work order, acquiring a machine room identifier of the equipment, an equipment code and preset equipment correction power consumption as energy consumption information, and determining a change rule of the equipment as a service exit change rule;
the determining module is specifically further configured to obtain an original energy consumption marker post value of the machine room according to the machine room code and the equipment code if the change rule is an incoming service change rule; obtaining a reference energy consumption marker post value of the target machine room according to the original energy consumption marker post value and the sum of equipment power consumption;
the determining module is specifically further configured to obtain an original energy consumption marker post value of the machine room according to the machine room code and the equipment code if the change rule is a take-off change rule; and determining the reference energy consumption standard pole value of the target machine room according to the original energy consumption standard pole value and the difference of the correction power consumption of the preset equipment, wherein the correction power consumption of the preset equipment is half of the correction power consumption value of the equipment.
8. A server, comprising: at least one processor and memory;
the memory stores computer-executable instructions;
the at least one processor executing computer-executable instructions stored in the memory causes the at least one processor to perform the machine room equipment management method of any one of claims 1 to 6.
9. A computer readable storage medium, wherein computer executable instructions are stored in the computer readable storage medium, which when executed by a processor, implement the machine room equipment management method of any one of claims 1 to 6.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011173474.8A CN112184072B (en) | 2020-10-28 | 2020-10-28 | Machine room equipment management method and device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011173474.8A CN112184072B (en) | 2020-10-28 | 2020-10-28 | Machine room equipment management method and device |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN112184072A CN112184072A (en) | 2021-01-05 |
| CN112184072B true CN112184072B (en) | 2023-07-25 |
Family
ID=73916109
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202011173474.8A Active CN112184072B (en) | 2020-10-28 | 2020-10-28 | Machine room equipment management method and device |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112184072B (en) |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113657720B (en) * | 2021-07-21 | 2023-08-29 | 新浪技术（中国）有限公司 | Method, system, medium and equipment for automatically planning CDN server disk |
| CN116598613B (en) * | 2023-05-19 | 2024-05-10 | 清安储能技术(重庆)有限公司 | Energy storage management system |
Citations (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2001220070A (en) * | 2000-02-09 | 2001-08-14 | Mitsubishi Electric Building Techno Service Co Ltd | Electric power integrating device for elevator |
| CN101888316A (en) * | 2010-05-06 | 2010-11-17 | 袁隽 | Method and device for controlling server energy consumption according to characteristic parameters of application scenarios |
| CN102798534A (en) * | 2011-05-23 | 2012-11-28 | 松下电器产业株式会社 | Apparatus working state diagnostic method and apparatus working state diagnostic device |
| CN102830682A (en) * | 2012-09-12 | 2012-12-19 | 华电国际电力股份有限公司山东分公司 | Energy consumption police module for regional power generation corporation to run intelligent management and control system |
| CN103020458A (en) * | 2012-12-18 | 2013-04-03 | 清华大学 | Method for judging energy consumption of electric network equipment based on whole life cycle energy consumption curve |
| CN103150452A (en) * | 2013-03-26 | 2013-06-12 | 上海优华系统集成技术有限公司 | Flow simulation software-based atmospheric and vacuum reference energy consumption calculation method |
| CN103246245A (en) * | 2012-02-14 | 2013-08-14 | 欧姆龙株式会社 | System monitoring apparatus and control method thereof |
| CN103324777A (en) * | 2013-05-21 | 2013-09-25 | 网视科技（杭州）有限公司 | Android application program energy consumption modeling method based on time |
| CN104036368A (en) * | 2014-06-26 | 2014-09-10 | 国家电网公司 | Method and device for asset collection |
| CN104268370A (en) * | 2014-09-01 | 2015-01-07 | 国家电网公司 | Method for calculating life-cycle energy consumption of power grid equipment |
| CN105242131A (en) * | 2015-09-09 | 2016-01-13 | 深圳市双合电气股份有限公司 | Real-time energy consumption monitoring and management device and method |
| CN105357021A (en) * | 2014-08-19 | 2016-02-24 | 中兴通讯股份有限公司 | Method and device for acquiring network cell equipment power consumption |
| CN106708240A (en) * | 2015-11-18 | 2017-05-24 | 腾讯科技（深圳）有限公司 | Power saving method, server and power saving system |
| CN107037367A (en) * | 2017-01-13 | 2017-08-11 | 孔文欣 | Battery uses the measuring method and measuring system of electricity |
| CN107506863A (en) * | 2017-08-25 | 2017-12-22 | 国家电网公司 | One kind is based on big data power network physical assets O＆M cost of overhaul Forecasting Methodology |
-
2020
- 2020-10-28 CN CN202011173474.8A patent/CN112184072B/en active Active
Patent Citations (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2001220070A (en) * | 2000-02-09 | 2001-08-14 | Mitsubishi Electric Building Techno Service Co Ltd | Electric power integrating device for elevator |
| CN101888316A (en) * | 2010-05-06 | 2010-11-17 | 袁隽 | Method and device for controlling server energy consumption according to characteristic parameters of application scenarios |
| CN102798534A (en) * | 2011-05-23 | 2012-11-28 | 松下电器产业株式会社 | Apparatus working state diagnostic method and apparatus working state diagnostic device |
| CN103246245A (en) * | 2012-02-14 | 2013-08-14 | 欧姆龙株式会社 | System monitoring apparatus and control method thereof |
| CN102830682A (en) * | 2012-09-12 | 2012-12-19 | 华电国际电力股份有限公司山东分公司 | Energy consumption police module for regional power generation corporation to run intelligent management and control system |
| CN103020458A (en) * | 2012-12-18 | 2013-04-03 | 清华大学 | Method for judging energy consumption of electric network equipment based on whole life cycle energy consumption curve |
| CN103150452A (en) * | 2013-03-26 | 2013-06-12 | 上海优华系统集成技术有限公司 | Flow simulation software-based atmospheric and vacuum reference energy consumption calculation method |
| CN103324777A (en) * | 2013-05-21 | 2013-09-25 | 网视科技（杭州）有限公司 | Android application program energy consumption modeling method based on time |
| CN104036368A (en) * | 2014-06-26 | 2014-09-10 | 国家电网公司 | Method and device for asset collection |
| CN105357021A (en) * | 2014-08-19 | 2016-02-24 | 中兴通讯股份有限公司 | Method and device for acquiring network cell equipment power consumption |
| CN104268370A (en) * | 2014-09-01 | 2015-01-07 | 国家电网公司 | Method for calculating life-cycle energy consumption of power grid equipment |
| CN105242131A (en) * | 2015-09-09 | 2016-01-13 | 深圳市双合电气股份有限公司 | Real-time energy consumption monitoring and management device and method |
| CN106708240A (en) * | 2015-11-18 | 2017-05-24 | 腾讯科技（深圳）有限公司 | Power saving method, server and power saving system |
| CN107037367A (en) * | 2017-01-13 | 2017-08-11 | 孔文欣 | Battery uses the measuring method and measuring system of electricity |
| CN107506863A (en) * | 2017-08-25 | 2017-12-22 | 国家电网公司 | One kind is based on big data power network physical assets O＆M cost of overhaul Forecasting Methodology |
Non-Patent Citations (5)
| Title |
|---|
| A review of power consumption models of servers in data centers;Chaoqiang Jin等;《Applied Energy》;第265卷;第1-16页，全文 * |
| 信息化助力设施设备智慧运维管理;董胤;《中国物业管理》;第70-71页，全文 * |
| 地铁车站设备管理用房空调新风节能分析;唐化程;《隧道建设》;第29卷(第01期);第54-56页，全文 * |
| 基于图形化建模能耗实时监控系统的研究和开发;姜莉敏等;《微型电脑应用》;第26卷(第09期);第28-33页，全文 * |
| 基站能耗限额的动态管理;常国强;《电信技术》(第12期);第68-70页，全文 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN112184072A (en) | 2021-01-05 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110134053B (en) | Monitoring configuration method, device and equipment for distribution transformer fault power failure quick response | |
| CN105160864A (en) | Operating data monitoring system and method for intelligent ammeters | |
| CN112184072B (en) | Machine room equipment management method and device | |
| CN112348521A (en) | Intelligent risk quality inspection method and system based on business audit and electronic equipment | |
| CN110688389A (en) | Substation secondary equipment defect cloud management system | |
| CN114757478A (en) | Monitoring method, monitor, system and electronic equipment for electric energy collection abnormity | |
| CN112598559B (en) | A smart park comprehensive management method, device, storage medium and electronic equipment | |
| CN114743703A (en) | Reliability analysis method, device, equipment and storage medium for nuclear power station unit | |
| CN110335008A (en) | A network source coordination management method and platform for power grid dispatching | |
| CN116756684A (en) | Metering abnormality analysis method and device, storage medium and computer equipment | |
| CN112016856B (en) | Comprehensive magnification abnormity identification method and device, metering system and storage medium | |
| CN106709059B (en) | Terminal online rate index monitoring method and device based on metering automation system | |
| CN113472068A (en) | Island microgrid remote operation and maintenance method, system and storage medium | |
| CN105137776B (en) | Metering automation terminal control accessory system | |
| CN115185923B (en) | Method and system for managing meteorological observation metadata and intelligent terminal | |
| CN116843314A (en) | Monitoring terminal operation and maintenance management method, system, equipment and storage medium | |
| CN115658981A (en) | Equipment data acquisition method and system, terminal equipment and storage medium | |
| CN113626170B (en) | Control method and device for full life cycle of communication engineering task | |
| WO2023125706A1 (en) | Test method and system for mileage order generation of battery swapping vehicle, device and medium | |
| CN107705385A (en) | Diesel generating set method for inspecting and terminal device | |
| CN114218204A (en) | Abnormal data processing method and device, electronic equipment and storage medium | |
| CN113282496A (en) | Automatic interface test method, device, equipment and storage medium | |
| CN206505440U (en) | Test assignment dispatching system | |
| CN116739223B (en) | Enterprise pollution discharge real-time supervision method and device, storage medium and electronic equipment | |
| CN110348984A (en) | Credit card information automation input method and relevant device under different transaction channels |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |