Work score oriented intelligent performance management platform

Abstract

The invention relates to a performance management platform, in particular to a work point oriented intelligent performance management platform, which is characterized by comprising a work point data acquisition module, a data processing module, a data storage module and a data display module, through data processing modes such as data structuring and a quick arrangement algorithm, the performance management efficiency is greatly improved, the operation is simple and efficient, paper reports are greatly reduced, and environmental protection is facilitated; moreover, the management platform can effectively guarantee the safety and traceability of the data, and improves the transparency in the performance evaluation process. The management platform adopts a modular design, each module can be an independent module, can be independently developed, is responsible for specific functions, is also effectively associated with each other, is convenient to develop, deploy and expand, improves the expandability and flexibility of the platform, is efficient and simple in performance management, can quickly settle and timely feed back, and is convenient to popularize and use. The performance evaluation can give full play to the effects of improving employee occupational quality and helping teams to optimize workflows and organizational structures.

Description

TECHNICAL FIELD

[0001] The present application relates to a performance management platform, in particular to a work point oriented intelligent performance management platform. BACKGROUND

[0002] In the prior art, power supply employees fill in performance when filling in performance, mostly using paper entry to record, and using EXCEL to process data, this kind of paper version performance evaluation form, filling time is long, efficiency is low, and a large amount of paper report forms are generated, in addition, paper filling data is messy, data processing is tedious, and simple EXCEL cannot effectively process data. It can be seen that this inefficient and tedious performance management method seriously affects the work efficiency of the team. In addition, the inefficient and tedious employee performance information output leads to the failure of timely feedback of rapid settlement, so that the role of performance evaluation in improving employee professional quality and helping the team to optimize work flow and organizational structure cannot be fully played. SUMMARY

[0003] The present application aims to provide a simple, efficient, environmentally friendly, work point oriented intelligent performance management platform which realizes rapid settlement and timely feedback according to the shortcomings of the prior art.

[0004] The object of the present application is achieved by the following way: The work point oriented intelligent performance management platform, the gist of which is to include the following components: The work point data acquisition module is used for real-time entry of work point data, and the work point content includes but is not limited to power grid equipment accident, personal accident, responsibility event, safety violation, and safety production; The data processing module processes, manages and stores the entered work point data, and the processing process includes the following steps: S1: cleaning the original entered work point data to remove duplicate, incorrect or incomplete data; S2: converting the cleaned unstructured work point data into a structured data format; S3: storing the structured work point data into the data storage module, and establishing a database query language module for query, analysis and application; S4: sorting the structured work point data using quicksort algorithm, that is, taking the newly collected work point data as the reference element, and taking the already entered work point data as the sorting data, based on the quicksort algorithm, the sorting data is divided into two parts, the front data is less than or equal to the reference element, and the rear data is greater than or equal to the reference element, so as to obtain the performance basis data; The data storage module stores the data processed by the data processing module using Excel; Data display module: Uses Tkinter's graphical interaction method to visualize data display and operation.

[0005] The aforementioned data structuring process for the collected employee performance-related information refers to transforming unstructured data, such as employee self-evaluation, supervisor evaluation, peer evaluation, and work records, into structured data through steps such as data cleaning, transformation, and integration.

[0006] The quicksort algorithm described above employs a divide-and-conquer approach. In an unordered sequence, a pivot element is selected. The pivot element divides the sequence into two parts: the elements in the first part are all less than or equal to the pivot element, and the elements in the second part are all greater than or equal to the pivot element. This process is then repeated recursively on both parts until the unordered sequence is transformed into an ordered sequence. This achieves work point sorting, where the collected work point data is used as the pivot element, and the quicksort algorithm is applied to sort the work points.

[0007] The Tkinter module ("Tk interface") is the interface to Python's standard Tk GUI toolkit. Tk and Tkinter can be used on most Unix platforms, as well as Windows and Mac OS systems. Later versions of Tk 8.0 can implement native window styles through ttk and run well on most platforms.

[0008] The work-point-oriented intelligent performance management platform provides API interfaces to connect with systems or applications that require performance management data.

[0009] Systems or applications that require performance management data can access the performance management platform's functions via API. This facilitates integration with other systems, enabling data sharing and interaction. Furthermore, the open API interface allows for the introduction of third-party plugins or modules, extending the system's functionality and performance.

[0010] This invention significantly improves the efficiency of performance management through data structuring and fast sorting algorithms. It is simple and efficient to operate, greatly reducing paper reports and contributing to environmental protection. Furthermore, the management platform effectively ensures data security and traceability, increasing transparency in the performance evaluation process. Therefore, the work-point-oriented intelligent performance management platform of this invention adopts a modular design, where each module can be independent and independently developed. Each module is responsible for specific functions while also being effectively interconnected, facilitating development, deployment, and expansion, thus improving the platform's scalability and flexibility. The high efficiency, simplicity, and rapid settlement and timely feedback of performance management allow performance evaluation to fully play its role in improving employee professionalism and helping work teams optimize workflows and organizational structures. Detailed Implementation Best Practice

[0011] The work-point-oriented intelligent performance management platform comprises the following components: Work Point Data Acquisition Module: Used for real-time input of work point data. The platform categorizes work point items by type, and employees fill in the information online according to the work point classification. Work point content includes, but is not limited to, power grid equipment accidents, personal accidents, liability incidents, safety violations, safe production, emergency repairs, maintenance inspections, and safety management. Data processing module: This module processes, manages, and stores the entered work point data. The processing flow includes the following steps: S1: Clean the original entered work point data to remove duplicate, erroneous, or incomplete data; S2: Convert the cleaned unstructured chemical component data into a structured data format; S3: Store structured work points data in the data storage module and establish a database query language module for querying, analysis, and application; S4: Use the quicksort algorithm to sort the structured work point data. Newly collected work point data is used as the benchmark element, and the entered work point data is used as the data to be sorted. Based on the quicksort algorithm, the data to be sorted is divided into two parts: the first part is less than or equal to the benchmark element, and the second part is greater than or equal to the benchmark element, thereby obtaining the basic performance data. Data storage module: Data processed by the data processing module is stored in Excel format; Data Display Module: Utilizes Tkinter's graphical interface to visualize data display and operation. The visualization interface is divided into a login interface, a function selection interface, a work point entry interface, a work point modification interface, and a work point query interface.

[0012] The work-point-oriented intelligent performance management platform adopts a modular design, where each module can be independent and developed on its own. Each module is responsible for a specific function while also being effectively interconnected, facilitating development, deployment, and expansion. This enhances the platform's scalability and flexibility. It provides API interfaces for connecting to systems or applications that require performance management data, enabling easy integration with other systems for data sharing and interaction. Furthermore, the open API interfaces allow for the introduction of third-party plugins or modules, expanding the system's functionality and performance.

[0013] The work-point-oriented intelligent performance management platform described in this invention was tested in a power supply department and the following results were obtained: Safety benefits: Unlike traditional paper-based performance statistics, the use of a work-point-oriented smart performance management platform can realize the entire performance statistics process online, ensuring the security and traceability of data, and also improving the transparency of the performance evaluation process.

[0014] Management Benefits: By establishing performance platform rules, the performance management and evaluation mechanism after the integration of operations and distribution was standardized, improving the lean management level of employee performance. During the testing period, the performance management system was used to evaluate performance 10 times, involving 60 people. Based on the traditional paper-based performance statistics taking 5 minutes per person, the work-point-oriented intelligent performance management platform reduced the performance evaluation and settlement time to 13.25 minutes, saving an average of 95.58% of the performance evaluation and settlement time per person. Because work-point items are fragmented and complex, using the work-point-oriented intelligent performance management system can significantly reduce human errors generated in the manual calculation process and greatly shorten the time required for performance management evaluation, thus greatly improving management efficiency.

[0015] Economic Benefits: By building a smart performance management platform, the platform stimulated the work potential of grassroots employees and improved their work efficiency. During the 10-month testing period, the average time to arrive at the scene for fault repair was reduced from 22.7 minutes to 20.9 minutes; the average repair time was reduced from 28.8 minutes to 24.1 minutes; the equipment hazard detection rate increased by 31.8% year-on-year, significantly reducing the number of households experiencing power outages. Meanwhile, cumulative electricity sales increased by 13.37%; the cumulative comprehensive line loss rate decreased by 0.23 percentage points year-on-year; the electricity consumption information collection success rate reached 99.96%, with 100% coverage, bringing a total economic benefit of 2.78 million yuan. At the same time, the annual labor cost for updating and maintaining the system is approximately 200,000 yuan, so after deducting costs, the annual economic benefit is 2.78 million - 200,000 = 2.58 million yuan.

[0016] The parts of this invention not described are the same as those in the prior art.

Claims

1. A work-point-oriented intelligent performance management platform, characterized in that: It includes the following components: Work point data acquisition module: used to input work point data in real time. Work point content includes, but is not limited to, power grid equipment accidents, personal accidents, liability incidents, safety violations, and safe production. Data processing module: This module processes, manages, and stores the entered work point data. The processing flow includes the following steps: S1: Clean the original entered work point data to remove duplicate, erroneous, or incomplete data; S2: Convert the cleaned unstructured chemical component data into a structured data format; S3: Store structured work points data in the data storage module and establish a database query language module for querying, analysis, and application; S4: Use the quicksort algorithm to sort the structured work point data. Newly collected work point data is used as the benchmark element, and the entered work point data is used as the data to be sorted. Based on the quicksort algorithm, the data to be sorted is divided into two parts: the first part is less than or equal to the benchmark element, and the second part is greater than or equal to the benchmark element, thereby obtaining the basic performance data. Data storage module: Data processed by the data processing module is stored in Excel format; Data display module: Uses Tkinter's graphical interaction method to visualize data display and operation.

2. The work-point-oriented intelligent performance management platform according to claim 1, characterized in that, The work-point-oriented intelligent performance management platform provides an API interface to connect with systems or applications that require performance management data. Systems or applications that require performance management data can call the functions of the performance management platform through the API.