CN115983567A - Business expansion installation data processing method and device, electronic equipment and storage medium - Google Patents
Business expansion installation data processing method and device, electronic equipment and storage medium Download PDFInfo
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Abstract
The embodiment of the invention discloses a method and a device for processing business expansion installation data, electronic equipment and a storage medium. The method comprises the following steps: acquiring historical business expansion data within preset time, and preprocessing the historical business expansion data to obtain target historical business expansion data; processing the target function according to the historical business expansion data of each target to obtain a business expansion data analysis model; responding to the business expansion request of the target user, processing the business expansion request through a business expansion data analysis model to obtain a business expansion flow corresponding to the business expansion request so as to determine a power supply scheme corresponding to the business expansion request. According to the scheme of the embodiment of the invention, business expansion data can be quickly and effectively processed, so that a reasonable power supply scheme is obtained.
Description
Technical Field
The embodiment of the invention relates to the technical field of data processing, in particular to a method and a device for processing business expansion installation data, electronic equipment and a storage medium.
Background
The business expansion business is also called business expansion, and refers to the process that a power supply enterprise accepts customer power utilization application and relevant information of the business expansion business, and establishes a safe, economic and reasonable power supply scheme according to the customer power utilization requirements and by combining the conditions of a power supply network, and the business expansion business procedures of new installation and capacity expansion of the customer comprise business acceptance, site investigation, determination and reply of the power supply scheme, subscription of power supply and utilization contracts, acceptance, meter installation, power receiving, data filing and other working links.
Aiming at the business requirements of business expansion, the power supply company publishes the flow guide and the clear business requirements of the business expansion. However, currently, a power supply company mainly checks on site as a control means, and manually audits and rechecks archived data, so that scattered data such as declaration data, installation information, installation tables and pull lines of users are archived and rechecked, and randomly spot-checks and scores the business expansion archive data in a standardized manner, but the number of clients administered in each jurisdiction is huge, and the time and labor are consumed for rechecking the archived declaration data, and meanwhile, the audited data are archived data, so that an early warning reminding function cannot be performed, a power supply enterprise cannot be accurately reminded to avoid error problems, the difficulty of handling business expansion due to basic power supply is not really solved, and the standardized flow of business expansion installation cannot be accurately landed.
How to quickly and effectively process business expansion data so as to obtain a reasonable power supply scheme is a key problem of research in the industry.
Disclosure of Invention
The embodiment of the invention provides a business expansion data processing method and device, electronic equipment and a storage medium, which are used for quickly and effectively processing business expansion data so as to obtain a reasonable power supply scheme.
According to an aspect of the embodiments of the present invention, a method for processing business expansion installation data is provided, including:
acquiring historical business expansion data within preset time, and preprocessing the historical business expansion data to obtain target historical business expansion data;
processing a target function according to each target historical business expansion data to obtain a business expansion data analysis model;
responding to a business expansion request of a target user, processing the business expansion request through the business expansion data analysis model to obtain a business expansion flow corresponding to the business expansion request so as to determine a power supply scheme corresponding to the business expansion request.
According to another aspect of the embodiments of the present invention, there is provided a business expansion installation data processing apparatus, including:
the historical business expansion data acquisition module is used for acquiring each historical business expansion data within preset time, and preprocessing each historical business expansion data to obtain target historical business expansion data;
the business expansion data analysis model determining module is used for processing a target function according to each target historical business expansion data to obtain a business expansion data analysis model;
and the power supply scheme determining module is used for responding to a business expansion request of a target user, processing the business expansion request through the business expansion data analysis model, obtaining a business expansion flow corresponding to the business expansion request and determining a power supply scheme corresponding to the business expansion request.
According to another aspect of the embodiments of the present invention, there is provided an electronic apparatus, including:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor to enable the at least one processor to execute the method for processing business expansion installation data according to any embodiment of the present invention.
According to another aspect of the embodiments of the present invention, there is provided a computer-readable storage medium storing computer instructions for causing a processor to implement a method for processing business expansion installation data according to any one of the embodiments of the present invention when the computer instructions are executed.
According to the technical scheme of the embodiment of the invention, target historical business expansion data are obtained by acquiring each historical business expansion data within preset time and preprocessing each historical business expansion data; processing a target function according to each target historical business expansion data to obtain a business expansion data analysis model; responding to a business expansion request of a target user, processing the business expansion request through the business expansion data analysis model to obtain a business expansion flow corresponding to the business expansion request, so as to determine a power supply scheme corresponding to the business expansion request, and quickly and effectively processing the business expansion data to obtain a reasonable power supply scheme.
It should be understood that the statements in this section do not necessarily identify key or critical features of any embodiments of the present invention, nor limit the scope of any embodiments of the present invention. Other features of embodiments of the present invention will become apparent from the following description.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings required to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the description below are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings may be obtained according to the drawings without creative efforts.
Fig. 1 is a flowchart of a method for processing business expansion installation data according to an embodiment of the present invention;
FIG. 2 is a flowchart of a business expansion data processing method according to a second embodiment of the present invention;
FIG. 3 is a schematic structural diagram of a business expansion installation data processing apparatus according to a third embodiment of the present invention;
fig. 4 is a schematic structural diagram of an electronic device implementing the method for processing business expansion installation data according to the embodiment of the present invention.
Detailed Description
In order to make the technical solutions of the embodiments of the present invention better understood, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments obtained by persons of ordinary skill in the art based on the embodiments of the present invention without any creative efforts shall fall within the protection scope of the embodiments of the present invention.
It should be noted that the terms "first," "second," and the like in the description and claims of the embodiments of the invention and in the drawings are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the invention described herein are capable of operation in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
Example one
Fig. 1 is a flowchart of a method for processing business expansion installation data according to an embodiment of the present invention, where the embodiment is applicable to a case where a business expansion installation request is processed through a business expansion installation data analysis model, the method may be executed by a business expansion installation data processing apparatus, the business expansion installation data processing apparatus may be implemented in a form of hardware and/or software, and the business expansion installation data processing apparatus may be configured in an electronic device such as a computer, a server, or a tablet computer. Specifically, referring to fig. 1, the method specifically includes the following steps:
and 110, acquiring historical business expansion installation data within preset time, and preprocessing the historical business expansion installation data to obtain target historical business expansion installation data.
The preset time may be a time period that has occurred in the past three months, the past half years, or the past year, and the like, and is not limited in this embodiment.
In an optional implementation manner of this embodiment, historical business expansion installation data, which is stored in a local database or a cloud and corresponds to each historical business expansion installation service respectively, may be obtained through a crawler tool; the historical business expansion service can be a power utilization application submitted by any user within a preset time and a related request of expansion; the historical business expansion data corresponding to each historical business expansion service can be a scheme such as power supply actually performed by a power utilization company according to a power utilization application submitted by a user and related materials, or the like, or the same data.
Optionally, in this embodiment, each historical business expansion installation data may include: the historical user data, the historical site survey data, the historical power supply scheme data, and the historical utility equivalent data are not limited in this embodiment.
In an optional implementation manner of this embodiment, after each piece of historical business expansion installation data within a preset time is obtained, each piece of obtained historical business expansion installation data may be further preprocessed, so as to obtain a plurality of pieces of target historical business expansion installation data.
Optionally, in this embodiment, the preprocessing is performed on each historical business expansion data to obtain target historical business expansion data, and the method may include: screening each historical business expansion data, and determining repeated, missing or abnormal first business expansion data; and performing de-duplication, augmentation or de-exception processing on each first business expansion installation data to obtain each target historical business expansion installation data.
In an optional implementation manner of this embodiment, after obtaining each historical business expansion installation data within a preset time, repeated, missing or abnormal data in each historical business expansion installation data may be further determined, and these data are determined as first business expansion installation data, and further, duplication removal, supplementation removal or exception removal processing may be performed on these first business expansion installation data, so as to obtain each target historical business expansion installation data; for example, the duplicate data in the first business expansion data may be deleted; the missing data in the first business expansion data can be supplemented; the abnormal data in the first business expansion installation data can be deleted.
The method has the advantages that the influence of abnormal data on the business expansion installation data analysis model obtained by subsequent determination can be reduced, and the accuracy of the business expansion installation data analysis model is improved.
And 120, processing the target function according to the historical business expansion data of each target to obtain a business expansion data analysis model.
In an optional implementation manner of this embodiment, after obtaining each target historical business expansion data, the preset target function may be further processed through each obtained target historical business expansion data, and the next person obtains a business expansion data analysis model; the objective function may be a linear or non-linear function including a plurality of unknowns, and the unknowns may be user data, field survey data, power supply scheme data, and the like.
Optionally, in this embodiment, processing the objective function according to each target historical business expansion installation data to obtain a business expansion installation data analysis model may include: determining an objective function; wherein the objective function includes the following unknowns: user data, site survey data, power supply scheme data, and power supply contracts; inputting each target historical business expansion data into the target function, and solving the target function to obtain the business expansion data analysis model; the target historical business expansion data comprises: historical user data, historical site survey data, historical power supply scheme data, and historical power supply contracts.
In an optional implementation manner of this embodiment, after the objective function is determined to be obtained, the determined historical business expansion installation data of each target may be further input into the objective function, and the objective function is solved, so as to obtain a business expansion installation data analysis model.
The target user may be any resident user or non-resident user, which is not limited in this embodiment.
In an optional implementation manner of this embodiment, after the business expansion installation data analysis model is obtained, if a business expansion installation request of a target user is received, the business expansion installation request received may be processed by the business expansion installation data analysis model, so as to obtain a business expansion packaging flow corresponding to the business expansion installation request, and thus determine a power supply scheme corresponding to the business expansion installation request.
Optionally, in this embodiment, in response to a business expansion request of a target user, processing the business expansion request through the business expansion data analysis model to obtain a business expansion flow corresponding to the business expansion request, which may include: determining target business expansion installation data corresponding to the business expansion installation request; and inputting the target business expansion data into the business expansion data analysis model to obtain a business expansion flow corresponding to the business expansion request.
The target business expansion data may include a user profile, where the user profile includes: user basic information and user power demand.
In specific implementation, after receiving a business expansion request of a target user, relevant data of the target user can be obtained, for example, basic information such as a name, a residential address, electricity consumption properties, electricity consumption requirements and the like of the target user can be obtained; further, the basic information can be input into the solved objective function in the obtained basic information data value business expansion data analysis model, so that a business expansion flow corresponding to the business expansion request of the target user is obtained.
Optionally, in this embodiment, the inputting the target business expansion installation data into the business expansion installation data analysis model to obtain a business expansion installation process corresponding to the business expansion installation request may include: solving the target business expansion data through a target function matched with the business expansion data analysis model to obtain a power supply scheme matched with the business expansion data; and generating a business expansion installation flow corresponding to the business expansion installation request according to the power supply scheme.
The business expansion process may include a power supply scheme, a construction scheme, or a power supply combination for the target user, which is not limited in this embodiment.
The advantage of setting up like this lies in, can respond to target user's business expansion dress request fast, can obtain accurate power supply scheme fast, has saved a large amount of manpowers and material resources.
According to the technical scheme of the embodiment, target historical business expansion data are obtained by acquiring each historical business expansion data within preset time and preprocessing each historical business expansion data; processing a target function according to each target historical business expansion data to obtain a business expansion data analysis model; responding to a business expansion installation request of a target user, processing the business expansion installation request through the business expansion installation data analysis model to obtain a business expansion installation flow corresponding to the business expansion installation request so as to determine a power supply scheme corresponding to the business expansion installation request, and quickly and effectively processing business expansion installation data to obtain a reasonable power supply scheme.
Example two
Fig. 2 is a flowchart of a business expansion installation data processing method according to a second embodiment of the present invention, which is a further refinement of the foregoing technical solutions, and the technical solutions in this embodiment may be combined with various alternatives in one or more of the foregoing embodiments. As shown in fig. 2, the method for processing business expansion installation data may include the following steps:
And step 220, processing the target function according to the historical business expansion data of each target to obtain a business expansion data analysis model.
And 240, processing the business expansion request of the target user according to the business expansion flow so as to realize the business expansion of the target user.
In an optional implementation manner of this embodiment, after determining that the business expansion installation process corresponding to the business expansion installation request of the target user is obtained, the business expansion installation request of the target user may be further processed according to the determined business expansion installation request, for example, a construction scheme corresponding to the business expansion installation request may be generated, and relevant personnel may implement construction on the business expansion installation request according to the construction scheme.
According to the scheme of the embodiment, after the business expansion installation process corresponding to the business expansion installation request of the target user is determined, the business expansion installation request of the target user can be further processed according to the determined business expansion installation request, a large amount of manpower and material resources are saved, the construction cost is reduced, and the construction efficiency is improved.
The business expansion installation data analysis model related in the embodiment monitors the business expansion installation management condition by following the business expansion installation handling process, analyzes service acceptance, site investigation, power supply scheme determination and reply one by one, signs power supply and utilization contract, checks acceptance, installs a table for receiving and documents filing according to the six business expansion installation processes, forms the business expansion installation data analysis model of the six business expansion installation processes, solves the problem of non-standard business expansion installation, and further improves the standardized process management of the business expansion installation. The specific analysis conditions were as follows:
1. service acceptance; specifically, the classification analysis can be carried out according to the data submitted by the client and the demand of the electric application installation: the method can comprise the following steps: comparing and analyzing the property right certification material with the electric application; verifying the identification material; and auditing the electricity utilization service application.
2. On-site investigation
1) The survey personnel call and reserve the on-site survey time and place within 1 working day of receiving the business expansion worksheet, know the business information transacted by the client and inform the application information to be submitted;
2) During on-site investigation (on-site service), the on-site acceptance business expansion operation form is determined in advance, and relevant data is uploaded after on-site investigation.
3) If the customer's application data is not complete, the customer is issued and signed "receipt for acceptance of power consumption application" and "acceptance book", and the missing application data is noted on the receipt. And the missing data is supplemented within the stipulated time limit according to the requirement of 'one-certificate acceptance'.
3. Determining and replying to power supply schemes
1) Informing a user of a form setting position and an investment interface, wherein the user behind the property right boundary point needs to entrust a qualified construction unit to install the property right boundary point and then pay out, and has the right to ask for an invoice or a receipt from the construction unit;
2) For the urban and rural resident self-built residence clients to apply for form-fitting clients, business expansion personnel check the clients according to relevant judgment standards in the investigation stage and take pictures and archive the typical characteristics of buildings, internal structures and the like (the data is uploaded and archived on a marketing system);
3) The live working should be preferentially adopted when the low-voltage business expansion project meets the conditions. The low-voltage business expansion project adopting the power failure operation needs to provide power failure application 2 working days in advance, and the customer is well informed of the power failure.
4) The reply deadline requirement: power supply scheme reply deadline: resident's customer is no longer than 2 workdays, and the low pressure customer is no longer than 5 workdays, and high-voltage single power is no longer than 15 workdays, and high-voltage dual supply customer is no longer than 30 workdays.
4. Sign the contract of supplying and using electricity
The power supplier and the client sign a power supply contract.
5. Acceptance and meter installation and power connection
1) The gridding client manager needs to check and accept the project amount and the construction quality of the low-voltage business expansion supporting project within a specified time limit, and fills in a 'low-voltage business expansion supporting project check and acceptance condition table';
2) After the completion of the project is checked to be qualified, the gridding client manager obtains the metering device by means of 'the work order for installing and dismounting the meter' printed by the system, completes the on-site meter installation, power connection and seal application, confirms the charging electric energy meter with the client at the same time, and signs and confirms the two parties. Meanwhile, information such as a nameplate of the newly-installed metering device, reading of the electric energy meter, sealing condition of the metering device and the like is filed for future reference, and a photo and a mounting and dismounting meter work sheet are uploaded to a work sheet accessory of the marketing system;
3) The gridding client manager confirms with the electric meter box before and after meter installation and power connection, and signs the registration form of business expansion and installation and return visit to the client.
4) The reply deadline requirement: the resident customers do not exceed 2 working days, the low-voltage customers do not exceed 3 working days, and the high-voltage customers do not exceed 5 working days.
6. Data archiving
1) After collecting the customer's application data, supplementing and perfecting the detailed information of the business expansion worksheet in 1 working day, and uploading an application data scanning piece on the marketing system;
2) The measurement operation and maintenance and customer service class finishes the collection, verification and filing of data after receiving power and transmitting power. In five working days after the customer data is filed in the process of the marketing system, the written data must be bound and stored in a file room. And inputting all paper data of the clients needing to be filed and stored into a marketing management system in a scanning mode to implement electronic storage.
In conclusion, the standardized operation analysis of the six processes of business expansion installation is carried out, the business acceptance, the site survey, the determination and the reply of the power supply scheme, the signing of the power supply and utilization contract, the acceptance check, the surface installation and power receiving and the data filing are compared with the standardized operation process, the problem of the non-standardized business expansion is analyzed and output according to the user data, the early warning prompt is further carried out according to the screened problem, the operation evaluation of the standardized examination and evaluation is output, and the standardized management level of the business expansion installation is effectively improved.
In the embodiment of the invention, the business expansion analysis model is used for analyzing the problem points that management and control are needed to be improved in the jurisdiction according to the problem that the business expansion is locked out after six processes are analyzed, and the business expansion analysis model is formed by combining with the business expansion standardization management rule and outputting the standardized evaluation result of business expansion business handling. To sum up, according to business expansion work analysis, screen out the problem of nonstandard business expansion, accurate business expansion standardization management locks the business expansion archives that need to be rectified on-the-spot urgently, and high-efficient expansion business expansion work.
In the technical scheme of the embodiment of the invention, the acquisition, storage, application and the like of the personal information (such as the face information, the voice information and the like) of the related user all accord with the regulations of related laws and regulations without violating the customs of public order.
EXAMPLE III
Fig. 3 is a schematic structural diagram of a device for processing business expansion installation data according to a third embodiment of the present invention. As shown in fig. 3, the apparatus includes: historical business expansion data acquisition module 310, business expansion data analysis model determination module 320, and power scheme determination module 330.
The historical business expansion data acquisition module 310 is used for acquiring each historical business expansion data within a preset time, and preprocessing each historical business expansion data to obtain target historical business expansion data;
the business expansion data analysis model determining module 320 is used for processing the target function according to each target historical business expansion data to obtain a business expansion data analysis model;
the power supply scheme determining module 330 is configured to, in response to a business expansion installation request of a target user, process the business expansion installation request through the business expansion installation data analysis model to obtain a business expansion installation process corresponding to the business expansion installation request, so as to determine a power supply scheme corresponding to the business expansion installation request.
According to the scheme of the embodiment, historical business expansion data acquisition modules are used for acquiring various historical business expansion data within preset time, and the historical business expansion data are preprocessed to obtain target historical business expansion data; processing a target function according to each target historical business expansion data through a business expansion data analysis model determining module to obtain a business expansion data analysis model; responding to a business expansion request of a target user through a power supply scheme determining module, processing the business expansion request through the business expansion data analysis model to obtain a business expansion flow corresponding to the business expansion request, determining a power supply scheme corresponding to the business expansion request, and rapidly and effectively processing business expansion data to obtain a reasonable power supply scheme.
In an optional implementation manner of this embodiment, the historical business expansion data obtaining module 310 is specifically configured to obtain, by using a crawler tool, historical business expansion data, which are stored in a local database or in a cloud and correspond to each historical business expansion service respectively.
In an optional implementation manner of this embodiment, the historical business expansion data obtaining module 310 is further specifically configured to filter each of the historical business expansion data, and determine a first business expansion data that is repeated, missing, or abnormal;
and performing de-duplication, augmentation or de-exception processing on each first business expansion data to obtain each target historical business expansion data.
In an optional implementation manner of this embodiment, the applied installation data analysis model determining module 320 is specifically configured to determine an objective function; wherein the objective function includes the following unknowns: user data, site survey data, power supply scheme data, and power supply contracts;
inputting each target historical business expansion data into the target function, and solving the target function to obtain the business expansion data analysis model;
the target historical business expansion data comprises: historical user data, historical site survey data, historical power supply scheme data, and historical power supply contracts.
In an optional implementation manner of this embodiment, the power supply scheme determining module 330 is specifically configured to determine target business expansion installation data corresponding to the business expansion installation request;
and inputting the target business expansion data into the business expansion data analysis model to obtain a business expansion flow corresponding to the business expansion request.
In an optional implementation manner of this embodiment, the power supply scheme determining module 330 is further specifically configured to solve the target business expansion installation data through an objective function matched with the business expansion installation data analysis model, so as to obtain a power supply scheme matched with the business expansion installation data;
generating a business expansion installation flow corresponding to the business expansion installation request according to the power supply scheme;
the target business expansion data comprises user data, and the user data comprises: user basic information and user power consumption requirements.
In an optional implementation manner of this embodiment, the apparatus for processing business expansion installation data further includes: a processing module for
And processing the business expansion request of the target user according to the business expansion flow so as to realize the business expansion of the target user.
The business expansion data processing device provided by the embodiment of the invention can execute the business expansion data processing method provided by any embodiment of the invention, and has corresponding functional modules and beneficial effects of the execution method.
Example four
FIG. 4 shows a schematic block diagram of an electronic device 10 that may be used to implement embodiments of the present invention. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. The electronic device may also represent various forms of mobile devices, such as personal digital assistants, cellular phones, smart phones, wearable devices (e.g., helmets, glasses, watches, etc.), and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be exemplary only, and are not meant to limit implementations of embodiments of the inventions described and/or claimed herein.
As shown in fig. 4, the electronic device 10 includes at least one processor 11, and a memory communicatively connected to the at least one processor 11, such as a Read Only Memory (ROM) 12, a Random Access Memory (RAM) 13, and the like, wherein the memory stores a computer program executable by the at least one processor, and the processor 11 can perform various suitable actions and processes according to the computer program stored in the Read Only Memory (ROM) 12 or the computer program loaded from a storage unit 18 into the Random Access Memory (RAM) 13. In the RAM 13, various programs and data necessary for the operation of the electronic apparatus 10 may also be stored. The processor 11, the ROM 12, and the RAM 13 are connected to each other via a bus 14. An input/output (I/O) interface 15 is also connected to bus 14.
A number of components in the electronic device 10 are connected to the I/O interface 15, including: an input unit 16 such as a keyboard, a mouse, or the like; an output unit 17 such as various types of displays, speakers, and the like; a storage unit 18 such as a magnetic disk, an optical disk, or the like; and a communication unit 19 such as a network card, modem, wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information/data with other devices via a computer network such as the internet and/or various telecommunication networks.
The processor 11 may be a variety of general and/or special purpose processing components having processing and computing capabilities. Some examples of processor 11 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various specialized Artificial Intelligence (AI) computing chips, various processors running machine learning model algorithms, a Digital Signal Processor (DSP), and any suitable processor, controller, microcontroller, or the like. Processor 11 performs the various methods and processes described above, such as the processing of business installation data.
In some embodiments, the method of processing business expansion installation data may be implemented as a computer program tangibly embodied on a computer-readable storage medium, such as storage unit 18. In some embodiments, part or all of the computer program may be loaded and/or installed onto the electronic device 10 via the ROM 12 and/or the communication unit 19. When the computer program is loaded into RAM 13 and executed by processor 11, one or more steps of the method of processing business expansion installation data described above may be performed. Alternatively, in other embodiments, the processor 11 may be configured by any other suitable means (e.g., by means of firmware) to perform the processing method of the business extension data.
Various implementations of the systems and techniques described here above may be implemented in digital electronic circuitry, integrated circuitry, field Programmable Gate Arrays (FPGAs), application Specific Integrated Circuits (ASICs), application Specific Standard Products (ASSPs), system on a chip (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs that are executable and/or interpretable on a programmable system including at least one programmable processor, which may be special or general purpose, receiving data and instructions from, and transmitting data and instructions to, a storage system, at least one input device, and at least one output device.
Computer programs for implementing methods of embodiments of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus, such that the computer programs, when executed by the processor, cause the functions/acts specified in the flowchart and/or block diagram block or blocks to be performed. A computer program can execute entirely on a machine, partly on a machine, as a stand-alone software package partly on a machine and partly on a remote machine or entirely on a remote machine or server.
In the context of embodiments of the present invention, a computer-readable storage medium may be a tangible medium that can contain, or store a computer program for use by or in connection with an instruction execution system, apparatus, or device. A computer readable storage medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. Alternatively, the computer readable storage medium may be a machine readable signal medium. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
To provide for interaction with a user, the systems and techniques described here can be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and a pointing device (e.g., a mouse or a trackball) by which a user may provide input to the electronic device. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user can be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic, speech, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a back-end component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such back-end, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), wide Area Networks (WANs), blockchain networks, and the Internet.
The computing system may include clients and servers. A client and server are generally remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. The server can be a cloud server, also called a cloud computing server or a cloud host, and is a host product in a cloud computing service system, so that the defects of high management difficulty and weak service expansibility in the traditional physical host and VPS service are overcome.
It should be understood that various forms of the flows shown above may be used, with steps reordered, added, or deleted. For example, the steps described in the embodiments of the present invention may be executed in parallel, may be executed sequentially, or may be executed in different orders, as long as the desired result of the technical solution of the embodiments of the present invention can be achieved, which is not limited herein.
The above detailed description does not limit the scope of the embodiments of the present invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may be made in accordance with design requirements and other factors. Any modifications, equivalents, and improvements made within the spirit and principles of the embodiments of the present invention are intended to be included within the scope of the embodiments of the present invention.
Claims (10)
1. A method for processing business expansion data is characterized by comprising the following steps:
acquiring historical business expansion data within preset time, and preprocessing the historical business expansion data to obtain target historical business expansion data;
processing a target function according to each target historical business expansion data to obtain a business expansion data analysis model;
responding to a business expansion request of a target user, processing the business expansion request through the business expansion data analysis model to obtain a business expansion flow corresponding to the business expansion request so as to determine a power supply scheme corresponding to the business expansion request.
2. The method according to claim 1, wherein the obtaining of historical business expansion installation data within a preset time comprises:
and acquiring historical business expansion data which are stored in a local database or a cloud and respectively correspond to the historical business expansion services through a crawler tool.
3. The method of claim 1, wherein the preprocessing each historical business expansion data to obtain target historical business expansion data comprises:
screening each historical business expansion data, and determining repeated, missing or abnormal first business expansion data;
and performing de-duplication, augmentation or de-exception processing on each first business expansion data to obtain each target historical business expansion data.
4. The method of claim 1, wherein the processing an objective function according to each of the objective historical business expansion data to obtain a business expansion data analysis model comprises:
determining an objective function; wherein the objective function includes the following unknowns: user data, site survey data, power supply scheme data, and power supply contracts;
inputting each target historical business expansion data into the target function, and solving the target function to obtain the business expansion data analysis model;
the target historical business expansion data comprises: historical user data, historical site survey data, historical power supply scheme data, and historical power supply contracts.
5. The method of claim 1, wherein the step of processing the business expansion installation request by the business expansion installation data analysis model in response to the business expansion installation request of the target user to obtain a business expansion installation process corresponding to the business expansion installation request comprises:
determining target business expansion data corresponding to the business expansion request;
and inputting the target business expansion installation data into the business expansion installation data analysis model to obtain a business expansion installation flow corresponding to the business expansion installation request.
6. The method of claim 5, wherein the inputting the target business expansion installation data into the business expansion installation data analysis model to obtain a business expansion installation flow corresponding to the business expansion installation request comprises:
solving the target business expansion data through a target function matched with the business expansion data analysis model to obtain a power supply scheme matched with the business expansion data;
generating a business expansion installation flow corresponding to the business expansion installation request according to the power supply scheme;
wherein the target business expansion data comprises user profiles, and the user profiles comprise: user basic information and user power demand.
7. The method of claim 1, after obtaining a business expansion process corresponding to the business expansion request, further comprising:
and processing the business expansion request of the target user according to the business expansion flow so as to realize the business expansion of the target user.
8. An apparatus for processing business expansion installation data, comprising:
the historical business expansion data acquisition module is used for acquiring each historical business expansion data within preset time, and preprocessing each historical business expansion data to obtain target historical business expansion data;
the business expansion data analysis model determining module is used for processing a target function according to each target historical business expansion data to obtain a business expansion data analysis model;
and the power supply scheme determining module is used for responding to a business expansion request of a target user, processing the business expansion request through the business expansion data analysis model, obtaining a business expansion flow corresponding to the business expansion request and determining a power supply scheme corresponding to the business expansion request.
9. An electronic device, characterized in that the electronic device comprises:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores a computer program executable by the at least one processor, the computer program being executable by the at least one processor to enable the at least one processor to perform the method of processing business installation data of any one of claims 1-7.
10. A computer-readable storage medium storing computer instructions for causing a processor to implement the method for processing business expansion installation data of any one of claims 1-7 when executed.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211622498.6A CN115983567A (en) | 2022-12-16 | 2022-12-16 | Business expansion installation data processing method and device, electronic equipment and storage medium |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211622498.6A CN115983567A (en) | 2022-12-16 | 2022-12-16 | Business expansion installation data processing method and device, electronic equipment and storage medium |
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