CN110704406B - Energy data processing method, device and equipment - Google Patents

Energy data processing method, device and equipment Download PDF

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CN110704406B
CN110704406B CN201910816332.XA CN201910816332A CN110704406B CN 110704406 B CN110704406 B CN 110704406B CN 201910816332 A CN201910816332 A CN 201910816332A CN 110704406 B CN110704406 B CN 110704406B
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energy
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CN110704406A (en
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罗晓
赵新宇
王敉佳
黄泽鑫
王灵军
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Gree Electric Appliances Inc of Zhuhai
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    • G06COMPUTING; CALCULATING OR COUNTING
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    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
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Abstract

The invention provides a method, a device and equipment for processing energy data, wherein the method comprises the following steps: acquiring the current energy value of each project in an energy system and the calculated energy value of each project calculated by a preset formula at intervals of a preset time period, wherein the preset formula comprises a coefficient changing along with time; under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is larger than the preset value, acquiring the average value of the energy values of all projects in the energy system within the preset time period; and completing the current energy value according to the average value. The invention solves the problem that the integrity, the accuracy and the authenticity of the energy data can not be ensured in the related technology, and fills the blank of the related technology.

Description

Energy data processing method, device and equipment
Technical Field
The invention relates to the field of energy, in particular to a method, a device and equipment for processing energy data.
Background
The energy data pursues the most refined data, the response time is in millisecond level or even nanosecond level data, the real characteristics of the equipment are reflected, and the integrity, the accuracy and the authenticity of the data are the foundation that the energy data mining needs to guarantee. The related technology has no way of ensuring the integrity, accuracy and authenticity of the energy data
In view of the above problems in the related art, no effective solution exists at present.
Disclosure of Invention
The embodiment of the invention provides a method, a device and equipment for processing energy data, which are used for at least solving the problem that the integrity, the accuracy and the authenticity of the energy data cannot be ensured in the related technology.
According to an embodiment of the present invention, there is provided a method for processing energy data, including: acquiring the current energy value of each project in an energy system and the calculated energy value of each project calculated by a preset formula at intervals of a preset time period, wherein the preset formula comprises a coefficient changing along with time; under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is larger than the preset value, acquiring the average value of the energy values of all projects in the energy system within the preset time period; and completing the current energy value according to the average value.
Further, the completing the current energy value according to the average value includes: completing the current energy value according to the average value within a preset time length; and under the condition that the completion duration exceeds the preset duration, stopping completing the current energy value, and sending an abnormal message to a display terminal of the energy system and/or sending an abnormal message to a social application bound with the energy system.
Further, still include: and sending a current comparison result to a display terminal of the energy system and/or sending the current comparison result to a social application bound with the energy system under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is larger than the preset value.
Further, still include: and under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is smaller than the preset value, storing the obtained current energy value.
Further, still include: receiving an instruction for instructing adjustment of the preset time period; and adjusting the duration of the preset time period according to the instruction.
Further, the energy value includes at least one of: the energy system comprises the engineering power generation power of the energy system, the engineering energy storage capacity of the energy system and the power load power of the energy system.
According to another embodiment of the present invention, there is provided an apparatus for processing energy data, including: the system comprises a first acquisition module, a second acquisition module and a control module, wherein the first acquisition module is used for acquiring the current energy value of each project in an energy system and the calculated energy value of each project calculated by a preset formula at intervals of a preset time period, and the preset formula comprises a coefficient changing along with time; the second obtaining module is used for obtaining the average value of the energy values of all projects in the energy system within the preset time period under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is larger than the preset value; and the completion module is used for completing the current energy value according to the average value.
Further, the completion module comprises: the completion unit is used for completing the current energy value according to the average value within a preset time length; and the processing unit is used for stopping completing the current energy value and sending an abnormal message to a display terminal of the energy system and/or sending an abnormal message to a social application bound with the energy system under the condition that the completing time length exceeds the preset time length.
According to a further embodiment of the present invention, there is also provided a storage medium having a computer program stored therein, wherein the computer program is arranged to perform the steps of any of the above method embodiments when executed.
According to yet another embodiment of the present invention, there is also provided an electronic device, including a memory in which a computer program is stored and a processor configured to execute the computer program to perform the steps in any of the above method embodiments.
According to the invention, the current energy value of each project in the energy system and the calculated energy value of each project calculated by the preset formula are obtained at intervals of the preset time period, and further, under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is greater than the preset value, the average value of the energy values of each project in the energy system in the preset time period is obtained, and the current energy value is completed according to the average value, so that the completeness, accuracy and reality of the energy data are ensured, the problem that the completeness, accuracy and authenticity of the energy data cannot be ensured in the related technology is solved, and the blank of the related technology is filled.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the invention and together with the description serve to explain the invention without limiting the invention. In the drawings:
fig. 1 is a flowchart of a method of processing energy data according to an embodiment of the present invention;
FIG. 2 is a topological schematic of an energy data anomaly alarm according to an embodiment of the present invention;
fig. 3 is a block diagram of a device for processing energy data according to an embodiment of the present invention.
Detailed Description
The invention will be described in detail hereinafter with reference to the accompanying drawings in conjunction with embodiments. It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict.
It should be noted that the terms "first," "second," and the like in the description and claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order.
Example 1
In the present embodiment, a method for processing energy data is provided, and fig. 1 is a flowchart of a method for processing energy data according to an embodiment of the present invention, as shown in fig. 1, the flowchart includes the following steps:
step S102, acquiring current energy values of all projects in an energy system and calculated energy values of all the projects calculated through a preset formula at intervals of a preset time period, wherein the preset formula comprises a coefficient changing along with time;
step S104, under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is larger than a preset value, obtaining the average value of the energy values of all projects in the energy system within a preset time period;
and S106, completing the current energy value according to the average value.
Through the steps S102 to S106, the current energy value of each project in the energy system and the calculated energy value of each project calculated by the preset formula are obtained every preset time period, and then, under the condition that the absolute value of the difference between the energy value and the calculated energy value is greater than the preset value, the average value of the calculated energy values in the preset time period is obtained, and the current energy value is completed according to the average value, so that the integrity, accuracy and reality of the energy data are guaranteed, the problem that the integrity, accuracy and authenticity of the energy data cannot be guaranteed in the related technology is solved, and the blank of the related technology is filled.
It should be noted that the energy values referred to in the application include at least one of the following: the engineering power generation power of the energy system, the engineering energy storage capacity of the energy system and the power load power of the energy system.
Optionally, the energy data in the energy system are data related to power generation, power storage (charging, discharging), power utilization, and power grid (power supply, power feeding), and the application scenarios of each system have the following characteristics:
1. the installed photovoltaic capacity of the generated power is known, and under normal conditions, the generated photovoltaic power is P x T x k, wherein P is installed photovoltaic power, T is generated power hours, and k is a photovoltaic attenuation coefficient. Photovoltaic power generation on the latest date does not have sudden change and presents a relatively gentle trend, so that the photovoltaic power generation at the next time can be predicted by taking the average value of the photovoltaic power generation on the latest date, and the characteristics are still kept even if weather is different.
2. The installed capacity of the energy storage is fixed, the maximum energy storage charging is Q storage x k charging, and the maximum energy storage discharging is Q storage x k discharging. Wherein Qstore represents the energy storage capacity, kCharge represents the maximum charge coefficient, and kDrain represents the maximum discharge coefficient.
3. The power consumption load power is known, and the power consumption is P T, wherein P is the power consumption power, and T is the power consumption time.
4. According to the law of conservation of energy, power generation + energy storage discharge + power grid power supply are power utilization + energy storage charge + power grid feed, and in the practical application process of the system, energy storage discharge and energy storage charge cannot exist at the same time, and power grid power supply and power grid feed cannot exist at the same time, so that power grid power supply and power grid feed can also be known.
Optionally, in an optional embodiment of the present application, a manner of completing the current energy value according to the average value, which is involved in step S106, may be:
s106-11, completing the current energy value according to the average value within a preset time length;
and S106-12, stopping completing the current energy value and sending an abnormal message to a display terminal of the energy system and/or sending an abnormal message to the social application bound with the energy system under the condition that the completion duration exceeds the preset duration.
Optionally, in an optional embodiment of the present application, the method steps of the present application may further include:
step S108, sending a current comparison result to a display terminal of the energy system and/or sending the current comparison result to a social application bound with the energy system under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is larger than a preset value;
and step S110, storing the obtained current energy value under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is less than a preset value.
In another alternative embodiment of the present application, the method steps of the present application may further comprise:
step S112, receiving an instruction for indicating to adjust the preset time period;
and step S114, adjusting the duration of the preset time period according to the instruction.
The present application is illustrated below with reference to alternative embodiments thereof;
the optional embodiment provides an energy data anomaly alarm method, fig. 2 is a topological schematic diagram of energy data anomaly alarm according to an embodiment of the present invention, and based on fig. 2, the method of the optional embodiment includes:
step S201, setting power generation power, energy storage capacity and power load power of each system project through web and app;
step S202, detecting the corrected latest date through web and app setting reference;
for example, 3 days, 5 days or 7 days, the weather change conditions of each region are inconsistent, like more rainwater in the south, the change of the days with similar power generation amount is larger, and the power generation amount does not change too much when the north is dry and clear.
Step S203, data is acquired, analyzed and then enters a data detection unit, the data is compared with the data of the transmission and storage network calculated according to a formula, if the data is larger than or far smaller than the data value of the transmission and storage network calculated according to the formula, even if the data is 0, the data is considered to be abnormal, the data is immediately and actively pushed to the web, the app, the message, the email and the like bound with the system, and the data is entered into a data completion unit, and if the data is not the condition, the data is correct and is normally stored in the data storage unit.
Step S204, the data of the network for storage is sent out by the last date of setting reference detection correction, and the data is taken as the average value and is completed. In addition, the duration of starting the data completion cannot be too long, if the duration is too long, the data completion should be stopped immediately, and the data exception information should be actively pushed to the web, app, message, email, etc., because in the system application, it is necessary to ensure the data to be accurate and complete, but it is also necessary to ensure the data to be true, and if the duration is too long, it indicates that the whole communication system or program system has a problem, it should be timely fed back and repaired.
It should be noted that, Web and app refer to an energy management system display terminal, and may be set in the data detection unit, or may receive data sent by the data detection unit. messages, emails and the like refer to various social tools of modern life, and can be bound with the energy management system to receive the information sent by the data detection unit and are bound through the web and the app. GDC, a communication gateway for uploading device data.
Through the above description of the embodiments, those skilled in the art can clearly understand that the method according to the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but the former is a better implementation mode in many cases. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which is stored in a storage medium (e.g., ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal device (e.g., a mobile phone, a computer, a server, or a network device) to execute the method according to the embodiments of the present invention.
Example 2
In this embodiment, a device for processing energy data is further provided, and the device is used to implement the foregoing embodiments and preferred embodiments, and the description of the device that has been already made is omitted. As used below, the term "module" may be a combination of software and/or hardware that implements a predetermined function. Although the means described in the embodiments below are preferably implemented in software, an implementation in hardware, or a combination of software and hardware is also possible and contemplated.
Fig. 3 is a block diagram of a device for processing energy data according to an embodiment of the present invention, as shown in fig. 3, the device including: the first obtaining module 32 is configured to obtain, at every preset time interval, a current energy value of each project in the energy system and a calculated energy value of each project calculated by a preset formula, where the preset formula includes a coefficient that changes with time; the second obtaining module 34 is coupled and linked with the first obtaining module 32, and is configured to obtain an average value of energy values of each project in the energy system within a preset time period when an absolute value of a difference between a current energy value and a calculated energy value is greater than a preset value; and a completion module 36, coupled to the second obtaining module 34, for completing the current energy value according to the average value.
Optionally, the completion module 36 in this application further includes: the completion unit is used for completing the current energy value according to the average value within a preset time length; and the processing unit is used for stopping completing the current energy value and sending an abnormal message to a display terminal of the energy system and/or sending an abnormal message to the social application bound with the energy system under the condition that the completing time length exceeds the preset time length.
Optionally, the apparatus of the present application may further include: and the sending module is used for sending the current comparison result to a display terminal of the energy system and/or sending the current comparison result to a social application bound with the energy system under the condition that the absolute value of the difference value between the energy value and the calculated energy value is greater than a preset value.
Optionally, the apparatus of the present application may further include: and the storage module is used for storing the obtained current energy value under the condition that the absolute value of the difference value between the energy value and the calculated energy value is smaller than a preset value.
Optionally, the apparatus of the present application may further include: the receiving module is used for receiving an instruction for indicating the adjustment of the preset time period; and the adjusting module is used for adjusting the duration of the preset time period according to the instruction.
It should be noted that the energy value includes at least one of the following: the engineering power generation power of the energy system, the engineering energy storage capacity of the energy system and the power load power of the energy system.
It should be noted that, the above modules may be implemented by software or hardware, and for the latter, the following may be implemented, but not limited to: the modules are all positioned in the same processor; alternatively, the modules are respectively located in different processors in any combination.
Example 3
Embodiments of the present invention also provide a storage medium having a computer program stored therein, wherein the computer program is arranged to perform the steps of any of the above method embodiments when executed.
Alternatively, in the present embodiment, the storage medium may be configured to store a computer program for executing the steps of:
s1, acquiring the current energy value of each project in the energy system and the calculated energy value of each project calculated by a preset formula at intervals of a preset time period, wherein the preset formula comprises a coefficient changing along with time;
s2, acquiring the average value of the energy values of each project in the energy system within a preset time period under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is greater than a preset value;
and S3, completing the current energy value according to the average value.
Optionally, in this embodiment, the storage medium may include, but is not limited to: various media capable of storing computer programs, such as a usb disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic disk, or an optical disk.
Embodiments of the present invention also provide an electronic device comprising a memory having a computer program stored therein and a processor arranged to run the computer program to perform the steps of any of the above method embodiments.
Optionally, the electronic apparatus may further include a transmission device and an input/output device, wherein the transmission device is connected to the processor, and the input/output device is connected to the processor.
Optionally, in this embodiment, the processor may be configured to execute the following steps by a computer program:
s1, acquiring the current energy value of each project in the energy system and the calculated energy value of each project calculated by a preset formula at intervals of a preset time period, wherein the preset formula comprises a coefficient changing along with time;
s2, acquiring the average value of the energy values of each project in the energy system within a preset time period under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is greater than a preset value;
and S3, completing the current energy value according to the average value.
Optionally, the specific examples in this embodiment may refer to the examples described in the above embodiments and optional implementation manners, and this embodiment is not described herein again.
It will be apparent to those skilled in the art that the modules or steps of the present invention described above may be implemented by a general purpose computing device, they may be centralized on a single computing device or distributed across a network of multiple computing devices, and alternatively, they may be implemented by program code executable by a computing device, such that they may be stored in a storage device and executed by a computing device, and in some cases, the steps shown or described may be performed in an order different than that described herein, or they may be separately fabricated into individual integrated circuit modules, or multiple ones of them may be fabricated into a single integrated circuit module. Thus, the present invention is not limited to any specific combination of hardware and software.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the principle of the present invention should be included in the protection scope of the present invention.

Claims (9)

1. A method for processing energy data, comprising:
acquiring the current energy value of each project in an energy system and the calculated energy value of each project calculated by a preset formula at intervals of a preset time period, wherein the preset formula comprises a coefficient changing along with time;
under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is larger than a preset value, acquiring the average value of the energy values of all projects in the energy system within the preset time period;
completing the current energy value according to the average value;
wherein, the completing the current energy value according to the average value comprises:
completing the current energy value according to the average value within a preset time length;
stopping completing the current energy value and sending an abnormal message to a display terminal of the energy system and/or sending an abnormal message to a social application bound with the energy system under the condition that the completing duration exceeds the preset duration; the completion duration is the duration of starting data completion.
2. The method of claim 1, further comprising:
and sending a current comparison result to a display terminal of the energy system and/or sending the current comparison result to a social application bound with the energy system under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is larger than the preset value.
3. The method of claim 1, further comprising:
and under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is smaller than the preset value, storing the obtained current energy value.
4. The method of claim 1, further comprising:
receiving an instruction for instructing adjustment of the preset time period;
and adjusting the duration of the preset time period according to the instruction.
5. The method of any one of claims 1 to 4, wherein the energy values comprise at least one of: the energy system comprises the engineering power generation power of the energy system, the engineering energy storage capacity of the energy system and the power load power of the energy system.
6. An apparatus for processing energy data, comprising:
the system comprises a first acquisition module, a second acquisition module and a control module, wherein the first acquisition module is used for acquiring the current energy value of each project in an energy system and the calculated energy value of each project calculated by a preset formula at intervals of a preset time period, and the preset formula comprises a coefficient changing along with time;
the second obtaining module is used for obtaining the average value of the energy values of all projects in the energy system within the preset time period under the condition that the absolute value of the difference value between the current energy value and the calculated energy value is larger than a preset value;
the completion module is used for completing the current energy value according to the average value;
the completion module includes:
the completion unit is used for completing the current energy value according to the average value within a preset time length;
the processing unit is used for stopping completing the current energy value and sending an abnormal message to a display terminal of the energy system and/or sending an abnormal message to a social application bound with the energy system under the condition that the completing time length exceeds the preset time length; the completion duration is the duration of starting data completion.
7. An apparatus for processing energy data, comprising the apparatus for processing energy data according to claim 6.
8. A computer-readable storage medium, in which a computer program is stored, wherein the computer program is configured to carry out the method of any one of claims 1 to 5 when executed.
9. An electronic device comprising a memory and a processor, wherein the memory has stored therein a computer program, and wherein the processor is arranged to execute the computer program to perform the method of any of claims 1 to 5.
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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104463445A (en) * 2014-11-27 2015-03-25 国网浙江省电力公司嘉兴供电公司 Load forecasting method based on experience day local correction multipoint extrapolation method
CN105184404A (en) * 2015-08-31 2015-12-23 中国科学院广州能源研究所 Output power classification forecasting system suitable for full life circle of photovoltaic system
CN105676670A (en) * 2014-11-18 2016-06-15 北京翼虎能源科技有限公司 Method and system for processing energy data
CN105787283A (en) * 2016-03-25 2016-07-20 西北大学 Earthen site monitoring data correcting and fitting method based on spatial and temporal correlation
CN108319573A (en) * 2018-01-24 2018-07-24 南京亚派软件技术有限公司 A method of judged based on energy statistics data exception and is repaired

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2013069078A1 (en) * 2011-11-07 2013-05-16 株式会社 日立製作所 Time series data processing device, time series data processing method, and computer-readable recording medium which stores time series data processing program
US20150025952A1 (en) * 2013-07-18 2015-01-22 Donal Jones Method of Assigning a Prospective Member to an Enrollment Tree
CN105320809B (en) * 2015-09-30 2019-01-25 西安电子科技大学 A kind of wind speed forecasting method for wind power plant spatial coherence
CN105654238B (en) * 2015-12-30 2021-02-02 中国建筑科学研究院 Data management method and device for public institution energy consumption monitoring platform
CN107945046B (en) * 2016-10-12 2021-12-03 中国电力科学研究院 New energy power station output data restoration method and device
CN107480298B (en) * 2017-08-30 2020-09-29 北京恒华龙信数据科技有限公司 Electric quantity data restoration method and device
US11321670B2 (en) * 2017-10-02 2022-05-03 Catch A Shift, Llc Location-based employment search and scheduling system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105676670A (en) * 2014-11-18 2016-06-15 北京翼虎能源科技有限公司 Method and system for processing energy data
CN104463445A (en) * 2014-11-27 2015-03-25 国网浙江省电力公司嘉兴供电公司 Load forecasting method based on experience day local correction multipoint extrapolation method
CN105184404A (en) * 2015-08-31 2015-12-23 中国科学院广州能源研究所 Output power classification forecasting system suitable for full life circle of photovoltaic system
CN105787283A (en) * 2016-03-25 2016-07-20 西北大学 Earthen site monitoring data correcting and fitting method based on spatial and temporal correlation
CN108319573A (en) * 2018-01-24 2018-07-24 南京亚派软件技术有限公司 A method of judged based on energy statistics data exception and is repaired

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