CN114386957A - High-speed calculation system for electric charge - Google Patents
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Abstract
Description
技术领域technical field
本发明涉及数据处理技术领域,尤其涉及一种电费高速计算系统。The invention relates to the technical field of data processing, in particular to a high-speed calculation system for electricity charges.
背景技术Background technique
营销管理信息系统内的费控是基于营销管理信息系统数据库服务器上的功能模块,可以适应小规模用户的量、费计算,但由于受制传统技术架构的影响,无法支撑电费大规模实时计算和及时发布等高并发、高可用的业务场景,若每天进行大规模用户费控测算,势必会对营销的生产环境带来相当的压力,同时也给营销生产运行带来很大的风险。主要原因是目前费控日电费测算是依靠存储过程来进行计算,算费效率有限,以一个省份的电费计算为例,按最极端的情况考虑,每天需要完成数百万用户的电费测算,按照目前费控模块的测算能力,远远不能满足业务需求。并且营销管理信息系统根据建设时的实际业务量与适度预测,涉及300万业务数据3年的存储和数据处理能力,但在远程费控业务需求下,每天都将有300万计量表码数据、电费电量结果数据产生,这些数据的存储需求已经超出了营销管理信息系统的设计能力。基于以上分析,远程费控日抄表算费业务所提出的计算与存储需求都超出了现有营销管理信息系统的设计能力,有必要建设电费高速计算功能以满足业务需求。The cost control in the marketing management information system is based on the functional modules on the database server of the marketing management information system, which can adapt to the calculation of the amount and cost of small-scale users. For high-concurrency and high-availability business scenarios such as publishing, if large-scale user cost control calculations are performed every day, it will inevitably bring considerable pressure to the production environment of marketing, and also bring great risks to the production and operation of marketing. The main reason is that the current cost-controlled daily electricity bill calculation relies on stored procedures, and the calculation efficiency is limited. Taking the electricity bill calculation of a province as an example, considering the most extreme situation, it is necessary to complete the electricity bill calculation for millions of users every day. At present, the calculation capability of the cost control module is far from meeting business needs. In addition, the marketing management information system involves the storage and data processing capacity of 3 million business data for 3 years according to the actual business volume and moderate forecast at the time of construction. The data of electricity bills and electricity results are generated, and the storage requirements of these data have exceeded the design capabilities of the marketing management information system. Based on the above analysis, the calculation and storage requirements proposed by the remote charge control daily meter reading and calculation service are beyond the design capabilities of the existing marketing management information system. It is necessary to build a high-speed electricity calculation function to meet the business needs.
发明内容SUMMARY OF THE INVENTION
鉴于此,本发明的目的在于提供一种电费高速计算系统,以克服或至少部分解决现有技术所存在的上述问题。In view of this, the purpose of the present invention is to provide a high-speed electricity bill calculation system to overcome or at least partially solve the above-mentioned problems existing in the prior art.
一种电费高速计算系统,所述系统包括:A high-speed electricity bill calculation system, the system includes:
数据集成模块,用于抽取费控算费相关数据,将其初始化到高性能计算分布式存储中,并进行预处理操作;The data integration module is used to extract data related to cost control and calculation, initialize it into high-performance computing distributed storage, and perform preprocessing operations;
电量计算模块,用于将从营销管理信息系统中同步的表码数据以分布式列式存储的格式保存在数据处理平台中,通过电量计算算法进行电量计算;The power calculation module is used to save the table code data synchronized from the marketing management information system in the data processing platform in the format of distributed columnar storage, and perform power calculation through the power calculation algorithm;
电费计算模块,用于根据电量计算结果计算每一个计量点对应的电费,所述电费包括电度电费、基金及附加费、基本电费以及功率因数调整电费;The electricity fee calculation module is used to calculate the electricity fee corresponding to each metering point according to the electricity calculation result, and the electricity fee includes the electricity electricity fee, fund and surcharge, basic electricity fee and power factor adjustment electricity fee;
远程费控管理模块,用于实现在费控业务中的测算管理和停复电管理;The remote cost control management module is used to realize the measurement management and power failure and power restoration management in the cost control business;
结果回写模块,用于在完成相关计算、核查和对比后将产生的结果数据回写到营销管理信息系统中。The result write-back module is used to write back the generated result data to the marketing management information system after completing the relevant calculation, verification and comparison.
进一步的,所述数据集成模块具体包括:Further, the data integration module specifically includes:
档案管理子模块,用于实现营销档案的初始化、同步和开放;The file management sub-module is used to realize the initialization, synchronization and opening of marketing files;
表码数据管理子模块,用于实现计算所需的表码数据的集成、分发、开放、异常核查管理。The table code data management sub-module is used to realize the integration, distribution, opening, and abnormal verification management of the table code data required for calculation.
进一步的,所述电量计算模块具体包括:Further, the power calculation module specifically includes:
计算子模块,用于计算多种类型的电量数据,并作为独立字段整合到历史计算结果中;The calculation sub-module is used to calculate various types of electricity data and integrate them into the historical calculation results as independent fields;
电量整合子模块,用于将所有电量整合成一个总电量,并剔除计算过程产生的冗余字段。The power integration sub-module is used to integrate all power into a total power, and eliminate redundant fields generated by the calculation process.
进一步的,所述电费计算模块具体包括:Further, the electricity fee calculation module specifically includes:
电费计算子模块,用于将电量计算结果输入到电费计算算法中计算每一个计量点对应的电费;The electricity charge calculation sub-module is used to input the electricity calculation result into the electricity charge calculation algorithm to calculate the electricity charge corresponding to each metering point;
电费整合子模块,用于对各个电费进行整合,形成汇总电费。The electricity fee integration sub-module is used to integrate each electricity fee to form a summary electricity fee.
进一步的,所述远程费控管理模块具体包括:Further, the remote cost control management module specifically includes:
秘钥类型管理子模块,用于在电能表建档相关功能中,添加必填字段“秘钥类型”,在营销管理信息系统进行停复电时,将区分新旧秘钥类型的停复电控制指令发送至计量自动化系统,使计量自动化系统根据“秘钥类型”分别指向并调用相应的秘钥系统服务;The key type management sub-module is used to add the required field "key type" in the related functions of electric energy meter filing. When the marketing management information system performs power failure and power recovery, the power failure and recovery control of the old and new key types will be distinguished. The instruction is sent to the metering automation system, so that the metering automation system points to and invokes the corresponding key system service according to the "key type";
费控停电子模块,用于在普通用户停电流程中判断用户表计类型是否带有“费控”字样,若是则启动远程拉闸功能,否则按普通流程操作;Charge control stop electronic module, used to judge whether the user's meter type has the word "charge control" in the power failure process of ordinary users, if so, start the remote switch function, otherwise operate according to the ordinary process;
复电控制子模块,用于实现强制复电、设置定时复电任务;The power recovery control sub-module is used to implement forced power recovery and set timed power recovery tasks;
异常数据处理子模块,用于对欠费用户停复电人工异常数据进行处理。The abnormal data processing sub-module is used to process the artificial abnormal data of the arrears users after power failure and power failure.
进一步的,所述系统还包括余额比对模块,用于将电费计算结果与用户余额信息进行比对,根据欠费告警阈值和停电预警阈值对低于阈值的数据进行标注,在完成对比标注后将结果反馈给营销管理信息系统。Further, the system also includes a balance comparison module, which is used to compare the electricity bill calculation result with the user balance information, and mark the data below the threshold according to the arrears alarm threshold and the power outage warning threshold. After the comparison and marking are completed. Feedback the results to the Marketing Management Information System.
进一步的,所述系统还包括代扣管理模块,所述代扣管理模块用于在费控用户进行日测算达到相应的代扣条件时,触发供电单笔用于划扣计划预收的费用。Further, the system further includes a withholding management module, which is used for triggering a single bill of power supply to be used to deduct the prepaid expenses of the plan when the daily measurement and calculation of the fee control user reaches the corresponding withholding condition.
与现有技术相比,本发明的有益效果是:Compared with the prior art, the beneficial effects of the present invention are:
本发明司所提供的一种电费高速计算系统,从电量计算、电费计算远程费控管理功能等方面对日算费功能进行建设,满足日益增长的海量用户数据的存储及业务处理,进而开展费控的运行监控的数据统计分析,本系统可以有效与企业级营销管理信息系统形成互补,对影响性能的业务以及需要海量存储的数据、计算过程放入本项目处理,处理完成后将处理结果返回至营销管理信息系统,The high-speed electricity calculation system provided by the present invention company builds the daily calculation function from the aspects of electricity calculation, electricity calculation and remote control and management functions, etc. The system can effectively complement the enterprise-level marketing management information system. The business that affects performance and the data and calculation processes that need mass storage are processed in this project, and the processing results are returned after the processing is completed. to the marketing management information system,
附图说明Description of drawings
为了更清楚地说明本发明实施例中的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的优选实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to illustrate the technical solutions in the embodiments of the present invention more clearly, the following briefly introduces the accompanying drawings used in the description of the embodiments. Obviously, the accompanying drawings in the following description are only preferred embodiments of the present invention. For those of ordinary skill in the art, other drawings can also be obtained from these drawings without creative effort.
图1是本发明实施例提供的一种电费高速计算系统整体结构示意图。FIG. 1 is a schematic diagram of an overall structure of a high-speed electricity bill calculation system provided by an embodiment of the present invention.
图中,1数据集成模块,101档案管理子模块,102表码数据管理子模块,2电量计算模块,201计算子模块,202电量整合子模块,3电费计算模块,301电费计算子模块,302电费整合子模块,4远程费控管理模块,401秘钥类型管理子模块,402费控停电子模块,403复电控制子模块,404异常数据处理子模块,5结果回写模块。In the figure, 1 data integration module, 101 file management submodule, 102 table code data management submodule, 2 electricity calculation module, 201 calculation submodule, 202 electricity integration submodule, 3 electricity bill calculation module, 301 electricity bill calculation submodule, 302 Electricity charge integration sub-module, 4 remote charge control management module, 401 key type management sub-module, 402 charge control and stop electronic module, 403 re-electronic control sub-module, 404 abnormal data processing sub-module, 5 result write-back module.
具体实施方式Detailed ways
以下结合附图对本发明的原理和特征进行描述,所列举实施例只用于解释本发明,并非用于限定本发明的范围。The principles and features of the present invention will be described below with reference to the accompanying drawings. The enumerated embodiments are only used to explain the present invention, but not to limit the scope of the present invention.
参照图1,本实施例提供一种电费高速计算系统,所述系统在架构上分为基础设施层、基础软件层、服务支撑层和应用层四个层次。其中基础设施层是本系统的硬件基础设施层,对于费控业务应用方面的需要,考虑了应用服务器以发布Web应用;考虑了数据库服务器以实现应用与管理数据的存储;而在高性能计算平台考虑采用服务器构建服务器集群。所述基础软件层在费控业务支撑方面采用了主流高性能计算平台组件,主要采用Hadoop云生态组件,通过各组件提供的数据及计算服务以支持费控档案数据处理、表码数据处理和测算要求。所述服务支撑层对于费控业务应用方面采用基于SOA架构的服务设计理念设计多种业务服务,在费控业务支撑方面对基础高性能计算开发技术进行封装,设计了高性能计算服务套件。所述应用层基于服务支撑层实现具体的业务功能。Referring to FIG. 1 , this embodiment provides a high-speed calculation system for electricity bills. The system is divided into four layers in terms of architecture: an infrastructure layer, a basic software layer, a service support layer, and an application layer. The infrastructure layer is the hardware infrastructure layer of the system. For the needs of cost control business applications, the application server is considered to publish Web applications; the database server is considered to realize the storage of application and management data; and in the high-performance computing platform Consider building a server cluster with servers. The basic software layer adopts mainstream high-performance computing platform components for cost control business support, mainly using Hadoop cloud ecological components, and supports cost control file data processing, table code data processing and measurement through the data and computing services provided by each component. Require. The service support layer uses the service design concept based on SOA architecture to design a variety of business services for cost control business applications, encapsulates basic high-performance computing development technologies in terms of cost control business support, and designs a high-performance computing service suite. The application layer implements specific business functions based on the service support layer.
具体的,所述系统包括数据集成模块1、电量计算模块2、电费计算模块3、远程费控管理模块4和结果回写模块5。其中,所述数据集成模块1用于抽取费控算费相关数据,将其初始化到高性能计算分布式存储中,并进行预处理操作。所述电量计算模块2用于根据电量计算结果计算每一个计量点对应的电费,所述电费包括电度电费、基金及附加费、基本电费以及功率因数调整电费。所述远程费控管理模块4用于实现在费控业务中的测算管理和停复电管理。所述结果回写模块5用于在完成相关计算、核查和对比后将产生的结果数据回写到营销管理信息系统中。Specifically, the system includes a data integration module 1 , an electricity calculation module 2 , an electricity charge calculation module 3 , a remote charge control management module 4 and a result write-
所述数据集成模块1具体包括档案管理子模块101和表码数据管理子模块102。所述档案管理子模块101用于实现营销档案的初始化、同步和开放。所述初始化包括原始数据初始化、范式转换、初始档案规范化和档案标准化。所述原始数据初始化为通过数据提取工具将营销管理信息系统的档案数据提取到本系统中,以便进行对计量数据的一系列后续操作,初始化内容包括:用户档案、计量点信息、变压器信息、计量点变压器关系、账户余额、电价信息等;所述范式转换为将营销管理信息系统中便于业务处理的数据转换为便于费控计算的数据格式;所述初始档案规范化为在用户档案初始化完成后,对档案数据进行标准化,构造各种电网关系,以及电价配置水平,对于发现的档案异常与不合理情况及时处理从而提升费控准确性;所述档案标准化为对初始化之后的用户档案进行分区处理,并控制依赖关系和序列化格式,进行列式存储与管理,从而便于高性能计算与性能控制。所述同步具体为营销档案变更的获取、集成与整合,营销档案变更涉及多个库表和信息,需要根据模型设计进行汇总获取,其内容包括用户档案、计量点信息、变压器信息、计量点变压器关系、账户余额、电价信息等;所述集成具体为获取到营销档案后将变更集成到费控的营销档案中,并加载到内存用于量费计算,需要同步的内容包括用户档案、计量点信息、变压器信息、计量点变压器关系、账户余额、电价信息等;所述整合具体为将同步的营销档案数据与高性能计算平台中存储的营销档案数据整合成一份完整的最新档案数据,整合后的数据需要进行分片处理,参与最终的量费计算。营销档案的开放具体为在整合档案数据后实现对档案数据的开放操作。The data integration module 1 specifically includes a
所述表码数据管理子模块102用于实现计算所需的表码数据的集成、分发、开放、异常核查管理。所述集成具体为从营销系统获取计算所需的费控表码数据,并将获取到的表码转化为列式存储的文件格式,存储到费控计算的分布式文件存储系统中;所述分发具体为为提高计量表码数据的处理速度从而缩短整体费控计算的过程,系统在数据集成节点之后利用分布式消息系统实现表码的在线实时处理;所述表码数据的开放具体为整合表码数据,根据表码结合营销计量档案进行表码开放;所述异常核查管理包括核查规则管理、核查实例管理、校验日志管理和核查结果管理,所述核查规则管理为按照核查规则对表码进行核查;所述核查实例管理为在系统运行核查功能模块时会生成一个核查实例,通过实例可以对核查任务进行查看;所述校验日志中会记录数据质量校验的过程,包括开始时间、结束时间、任务创建人、任务状态、任务信息等信息,其中任务信息会记录在任务运行过程中产生的各种标准输出和标准错误,可根据开始、结束时间、任务状态等过滤查询日志信息,实现校验日志管理;所述核查结果管理为对核查出来的异常数据进行存储,可以通过结果管理功能查看核查异常结果数据。在进行表码核查时自动加载核查规则管理功能配置的核查规则信息,进行表码核查,并对异常的表码数据进行标注,将核查异常结果保存到数据库中。The table code
所述电量计算模块2具体包括计算子模块201和电量整合子模块202,所述电量计算子模块201用于计算多种类型的电量数据,并作为独立字段整合到历史计算结果中。所述多种类型的电量数据包括抄见电量、换表电量、退补电量、总分电量、变损电量、线损电量、定比定量电量、免费电电量和公摊电量。经过抄见、换表、退补、总分、变损、线损、定比定量、免费电、公摊电量等一系列电量计算后,电量基于计量点形成了一个大宽表,所述电量整合子模块202通过电量整合将所有电量整合成一个总电量,剔除计算过程产生的冗余字段。The electric quantity calculation module 2 specifically includes a
所述电费计算模块3具体包括电费计算子模块301和电费整合子模块302,所述电费计算子模块301用于将电量计算结果输入到电费计算算法中计算每一个计量点对应的电费,电费计算主要包括电度电费、基金及附加费、基本电费以及功率因数调整电费。所述电费整合子模块302通过高性能计算平台根据之前计算的电度电费、基金及附加费、基本电费、功率因数调整电费,对各个电费进行整合,形成汇总电费。The electricity fee calculation module 3 specifically includes an electricity fee calculation sub-module 301 and an electricity fee integration sub-module 302. The electricity fee calculation sub-module 301 is used for inputting the electricity calculation result into the electricity fee calculation algorithm to calculate the electricity fee corresponding to each metering point, and the electricity fee is calculated. It mainly includes electricity charges, funds and surcharges, basic electricity charges and power factor adjustment charges. The electricity fee integration sub-module 302 adjusts the electricity fee according to the previously calculated electricity fee, fund and surcharge, basic electricity fee, and power factor through the high-performance computing platform, and integrates each electricity fee to form a summary electricity fee.
所述远程费控管理模块4具体包括秘钥类型管理子模块401、费控停电子模块402、复电控制子模块403和异常数据处理子模块404。The remote charge control and management module 4 specifically includes a key type management sub-module 401 , a charge control and stop electronic module 402 , a recovery control sub-module 403 and an abnormal
其中,所述秘钥类型管理子模块401用于在电能表建档相关功能中,添加必填字段“秘钥类型”,在营销管理信息系统进行停复电时,将区分新旧秘钥类型的停复电控制指令发送至计量自动化系统,使计量自动化系统根据“秘钥类型”分别指向并调用相应的秘钥系统服务。Among them, the key type management sub-module 401 is used to add a required field "key type" in the related functions of electric energy meter filing. The power failure and power recovery control command is sent to the metering automation system, so that the metering automation system points to and invokes the corresponding key system service according to the "key type".
所述费控停电子模块402用于在普通用户停电流程中判断用户表计类型是否带有“费控”字样,若是则启动远程拉闸功能,否则按普通流程操作。The charge control stop electronic module 402 is used to judge whether the user meter type has the word "charge control" in the ordinary user power failure process, and if so, activate the remote switch-off function, otherwise operate according to the ordinary process.
所述复电控制子模块403用于实现强制复电、设置定时复电任务。The power restoration control sub-module 403 is used to implement forced power restoration and set timed power restoration tasks.
所述异常数据处理子模块404用于对欠费用户停复电人工异常数据进行处理。The abnormal
所述结果回写模块5具体用于将电量、电费计算产生的量费结果数据、日量费核查产生的核查结果数据、余额比对产生的结果数据以及欠费告警数据和停电告警数据通过接口回写给营销管理系统,供营销管理系统查询使用。同时其提供有费控用户日测信息接口,用于各个渠道的查询费控抄表信息、费控日测算电费结果信息等相关信息。The result write-
作为一种优选的示例,所述系统还包括余额比对模块,所述余额比对模块用于将电费计算结果与用户余额信息进行比对,根据欠费告警阈值和停电预警阈值对低于阈值的数据进行标注,在完成对比标注后将结果反馈给营销管理信息系统。余额比对模块可以对告警阈值进行设置,通过加载营销管理系统中的用户账户余额信息,将余额信息与费控日量费计算产生的电费结果数据进行比对,生成余额比对结果,同时还能加载营销管理系统中的欠费告警阈值配置信息和停电告警阈值配置信息,结合余额比对结果数据标注满足欠费告警条件和停电告警条件的数据。As a preferred example, the system further includes a balance comparison module, and the balance comparison module is configured to compare the electricity bill calculation result with the user balance information, and compare the lower threshold according to the arrears warning threshold and the power outage warning threshold. The data is marked, and the results are fed back to the marketing management information system after the comparison and marking are completed. The balance comparison module can set the alarm threshold. By loading the user account balance information in the marketing management system, the balance information is compared with the electricity bill result data generated by the calculation of the daily consumption fee for cost control, and the balance comparison result is generated. It can load the arrears alarm threshold configuration information and power outage alarm threshold configuration information in the marketing management system, and mark the data that meets the arrears alarm conditions and power outage alarm conditions in combination with the balance comparison result data.
作为一种优选的示例,所述系统还包括代扣管理模块,所述代扣管理模块用于在费控用户进行日测算达到相应的代扣条件时,触发供电单笔用于划扣计划预收的费用,能通过数据分析模型针对费控用户历史日测算结果,预测用户预代扣的金额,并用于对费控用户的划扣金额的设置,支持发起费控用户的银行预扣的操作,打通与银行、支付宝、微信之间的划扣通道。进行代扣时,记录用户代扣信息记录,代扣成功后,记录用户收费预存信息,并综合展示各个供电局不同时间点费控用户的银行预扣汇总情况和明细。As a preferred example, the system further includes a withholding management module, and the withholding management module is configured to trigger a single power supply to be used for the pre-collection of the deduction plan when the daily measurement and calculation of the fee control user reaches the corresponding withholding condition. Through the data analysis model, it can predict the amount withheld by the user according to the historical daily calculation results of the fee control user, and use it to set the deduction amount of the fee control user, and support the operation of initiating the bank withholding of the fee control user. Open up the deduction channel with banks, Alipay and WeChat. When the withholding is performed, the user's withholding information record is recorded. After the withholding is successful, the user's charge pre-storage information is recorded, and the bank withholding summary and details of the charge-controlled users at different time points of each power supply bureau are comprehensively displayed.
作为一个优选的示例,所述系统还包括报表查询模块,所述报表查询模块用于查询当前低压费控档案生成情况和低压新装业务办理情况,分别按供电局、供电所统计远程费控用户数量占比情况和当月低压新装户费控办理汇总情况;查询当前低压费控档案生成情况和低压新装业务办理情况,分别按供电局、供电所统计远程费控用户数量占比情况和当月低压新装户费控办理明细信息,并支持excle进行导出;查询费控客户通知统计报表、费控保供电统计报表、费控预警统计报表、费控异常统计报表、费控停电统计报表、费控收费统计报表,综合查询抄表信息、费控测算信息,按用户号查询关键信息以满足控业务人员快速查询相关费控户的所有信息,对当天的量费计算结果产生的停电通知,按照全省、地市进行汇总统计,并进行可视化展示。As a preferred example, the system further includes a report query module, which is used to query the current low-voltage charge control file generation and low-voltage new installation business handling, and count the number of remote charge-control users according to the power supply bureau and power supply station, respectively. Proportion and summary of the current month’s low-voltage new installation fee control; query the current low-voltage fee control file generation and low-voltage new installation business processing, respectively, according to the power supply bureau and power supply station. Fee control detailed information, and support excel to export; query fee control customer notification statistical report, fee control insurance power supply statistical report, fee control early warning statistical report, fee control abnormal statistical report, fee control power outage statistical report, fee control charging statistical report , comprehensively query meter reading information, cost control measurement information, query key information by user number, so that control business personnel can quickly query all information about related cost control households, and power outage notices generated by the calculation results of the day's volume and cost will be based on the province, locality The city conducts summary statistics and visualizes it.
以上所述仅为本发明的较佳实施例,并不用以限制本发明,凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the protection of the present invention. within the range.
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