Guide: The original " 90,000-character enterprise digital technology middle platform, data middle platform, and industrial Internet construction plan WORD" (see the end of the article for the source), this article selects the essence and structure part, with clear logic and complete content, for the rapid formation of pre-sales program for reference.
Table of contents
1 overview
1.1. Connotation of digital enterprise
1.2. Characteristics of digital enterprises
1.3. The critical path of digital enterprise construction
2 Overall Planning for Enterprise Digital Transformation
2.1 General idea
2.2 Basic principles
2.3 Planning objectives
2.3.1 Overall goal
2.3.2 Phase objectives
2.3.3 Specific objectives
2.4 Overall evolution strategy
3 XXXX company's digital transformation technology platform planning
3.1 Overall Architecture
3.2 Technical Architecture
3.2.1 Overall Blueprint of Technical Architecture
3.2.2 Industrial Internet Platform Planning
3.2.3 Industrial Internet platform architecture system
3.3 Security Architecture
3.3.1 Security system construction
3.3.2 Information Security
4 Construction of data standard system of XXXX company
4.1 Data Architecture Planning
4.2 Data Management Objects
4.2.1 Data Definition
4.2.2 Indicator data
4.2.3 Business Data
4.2.4 Master data
4.2.5 Metadata
4.2.6 Information Model
4.2.7 Data Warehouse Model
4.2.8 Data resource map
4.3 Data management and control system
4.3.1 Data Control Organization
4.3.2 Data Control Process
4.3.3 Data Control Strategy
4.3.4 Data Control Tools
4.4 Data Services and Applications
4.4.1 Centralized Data Management
4.4.2 Manage cockpit functions
4.4.3 Visual Analysis
4.4.4 Artificial Intelligence Application
4.4.5 Explore enterprise management and business model innovation
4.5 Data Governance and Operation
4.5.1 Data Governance Strategy
4.5.2 Basic data cleaning
4.5.3 Data Quality Requirements
4.5.4 Data standard system
4.5.5 Data Security Management
4.6 Data Capability Building Route
5 XXXX company's business domain digital transformation plan
5.1 Business Architecture
5.1.1 Business Architecture Blueprint
5.1.2 Business Capability Description
5.2 Application Architecture
5.2.1 Overall Blueprint of Application Architecture
5.2.2 Application Division and Deployment Mode
5.2.3 Intensive management and control of digital enterprises
5.2.4 Digital Operation Center
5.3 Digital Construction Path
5.3.1 Construction principles and strategies
5.3.2 Overall target requirements
5.3.3 Objectives and requirements of technical capacity building
5.4 Network security and informatization construction path
5.4.1 Plan implementation method
5.4.2 Difference Analysis
5.5 Key Action Planning
5.5.1 Industrial Internet platform and related infrastructure construction actions
5.5.2 Intensive management and control construction actions of digital enterprises
5.5.3 Data Governance Construction Actions
5.5.4 Construction actions of digital operation center
5.5.5 Smart power plant construction actions
5.5.6 New Technology Application Research Actions
5.6 Centralized construction of key project planning
5.6.1 Focus on construction of key projects
5.6.2 Overview of Investment Plans
6 Safeguards
6.1 Organizational guarantee
6.2 System Guarantee
6.3 System Guarantee
6.3.1 Uniform System Standards
6.3.2 Execution assessment and incentives
6.4 Talent Guarantee
6.5 Financial Guarantee
1 Overall plan for enterprise digital transformation
1.1 General idea
XXXX Company takes the group's digital vision of "creating digital and building a world-class energy enterprise" as its goal, and the "3549" digital transformation strategy as its guidance. Sharing and in-depth application of data resources, building eight integrated application systems for smart infrastructure, smart safety, smart marketing, smart human resources, smart materials, smart finance, smart office, and smart party building, and three types of smart power plants for smart wind power, smart photovoltaics, and smart hydropower , a digital operation center, builds an industrial Internet support platform, and strives to improve XXXX's data capabilities, perception capabilities, organizational capabilities, security capabilities, and comprehensive innovation capabilities, that is, to build a support platform around one main line, eight application systems, three categories Smart power plant, a digital operation center, enhances five capabilities, referred to as "1831" as shown in Figure 3-1.
Figure 3-1 The general idea of digital enterprise construction
1.2 Basic principles
· Strategy-driven and overall planning: XXXX company's digital transformation and digital enterprise construction is an important content to support the enterprise's development strategy, and must be consistent with the enterprise's development strategy in a comprehensive and long-term manner. At the same time, digital construction is extensive and comprehensive, and the principle of "six unifications" must be adhered to. Under the unified leadership and command of XXXX Company, units at all levels actively cooperate and take their own responsibilities to avoid repeated investment and repeated construction.
· Step-by-step implementation and steady advancement: XXXX company's digital enterprise construction must be closely combined with the actual situation of production, construction and operation, adopt the principle of robustness, pilot first, and gradually promote.
· Demand traction, technology promotion: XXXX company's digital enterprise construction must meet business needs as the basic starting point, and on this basis, it can realize management improvement, data integration, and construction without departing from demand. It is necessary to give full play to the driving force of technology and use technology to improve management and operation levels.
· Integration and resource sharing: Formulate and follow unified standards and norms, integrate and integrate existing application systems, and realize application system platformization. At the same time, through the high concentration of data resources, the effective exchange of data between various departments of XXXX company, subordinate units, group companies, and superior competent departments is realized.
· Advanced concept, independent and controllable: The process of digitalization is the process of introducing advanced management ideas, advanced management models, and advanced information technology. While introducing advanced knowledge, it is also necessary to improve the management ability and level of XXXX company. At the same time, in combination with the latest achievements in the development of information technology, we will actively explore and strive to innovate, so as to realize the independent control of key technologies and important information systems.
1.3 Planning objectives
1.3.1 overall objective
Building an industry-leading energy industrial Internet platform: including four layers of data acquisition edge computing layer, infrastructure layer, industrial platform layer and industrial application layer, which can support the realization of XXXX company's full business coverage, horizontal penetration of various businesses, and interconnection of information systems at all levels The integrated support platform enhances business collaboration and centralized management and control capabilities, breaks down the data barriers between business systems, establishes multi-dimensional, multi-level, and intelligent analysis models, and realizes the aggregated display of all elements of digital operations and the dynamic perspective of the entire process.
Form a global data system that can be promoted within the group, and complete data governance: establish a set of XXXX company digital construction standards, data specification standards, and data operation management standards, etc. At the same time, according to the established data standards and processes of the group and XXXX company, the existing Govern business data, formulate master data standards, upgrade existing business systems according to master data standards, guide new system planning and design, standardize and clean stock data, and formulate data management standards, with data assets as the core , promote process reengineering, enhance comprehensive innovation capabilities, and form a set of key data systems in the entire business field of XXXX that can be promoted in the group.
Practice the group company's strategic goal of "digital and smart power plants" and provide demonstration and reference for the group. Relying on big data, the Internet of Things, and artificial intelligence technology, digitally build virtual models for the physical objects of power plants, simulate behaviors in the real environment, and build a digital twin production system that integrates power production processes to realize planning, design, construction, and production of factories. , maintenance, marketing the whole process of digitization.
Improve the talent team: establish a team of implementation, operation and business experts in the headquarters of XXXX company, relying on the application system, will further strengthen the construction of the talent team, combine talent training with the construction of this digital enterprise, and follow the development of each smart application system The goal is to assign the operation team personnel to various smart applications in advance, such as: the whole process of the project, resource management, operation management and smart power plants, etc., to learn the knowledge in each application system, and to cultivate the various talents needed by the company. Such talents, so as to be able to undertake the post-operation of the application system and the future system upgrade and expansion work in the future. Establish a corresponding talent team for the sustainable and high-quality development of the company.
Through the five-year digital construction of XXXX Company, it plans to apply for 10 invention patents and publish 20 papers in relevant core journals. The relevant technologies and achievements have reached the domestic leading level. Finally, XXXX company will realize the basic characteristics of a digital enterprise: data empowerment, virtual and real integration, human-machine collaboration, resource optimization, precise allocation, and autonomous evolution, and become a first-class new energy enterprise in the region .
1.3.2 Phase objectives
In order to better implement the planning ideas and overall goals, the planning tasks will be decomposed and implemented step by step, which will be divided into three stages overall.
· Phase 1: In 2021, the planning will be completed, the top-level design will be improved, and the preliminary demonstration and approval of important construction projects such as the digital operation platform and the industrial Internet platform will be carried out.
· The second stage: From 2022 to 2024, complete the construction of data governance of XXXX company headquarters and subordinate units with data as the core; basically complete smart infrastructure, smart safety, smart marketing, smart human resources, smart materials, and smart finance The integration and construction of eight major application systems, including smart office, smart party building, etc.; the pilot work of smart hydropower, photovoltaic, and wind power has been basically completed, and the first phase of construction of the industrial Internet platform includes: data middle platform, technology middle platform, IOT middle platform, and enterprise cloud platform. Completed; basically completed the construction of the digital operation center.
· The third stage: In 2025, the second phase of the XXXX company's industrial Internet platform will be completed and deeply applied, the smart power plant will be widely promoted, and the construction of the digital operation center will be completed. The digitalization level of XXXX company will be greatly improved.
1.3.3 Specific goals
· The construction of an industrial Internet platform includes four levels of data acquisition edge computing layer, infrastructure layer, industrial platform layer and industrial application layer. The industrial Internet platform of XXXX company is realized on the basis of the platform. Through the integration of information interconnection at all levels, enhance business collaboration and centralized management and control capabilities, break down the data barriers between business systems, establish a multi-dimensional, multi-level, intelligent analysis model, and realize the aggregation and display of all elements of digital operations and the entire process dynamic perspective.
· Establish a digital enterprise standard system: centering on the two main lines of intelligent management and control and intelligent production and operation, we will start to establish a digital enterprise standard system for XXXX company.
· Strengthen network security management: implement the network security responsibility system, strengthen management, strengthen the application of advanced technology, improve the controllability of network security, and prevent the occurrence of network security incidents.
· Improve the system and mechanism: build XXXX company's own technical team, deepen reform, improve the mechanism, and improve work efficiency and quality.
1.4 Overall evolution strategy
(1) Formulate and improve digital standards and standardize digital project construction
Establish the digital standard system of XXXX company, put forward requirements in various aspects such as infrastructure, network security, system platform, data application, operation service, etc., and provide technical basis for the digital construction of XXXX company.
(2) Strengthen infrastructure construction to provide guarantee for digital transformation and development
Strengthen the infrastructure and network security construction of XXXX company, concentrate on the use of computing resources and storage resources of XXXX company, and improve resource utilization efficiency and security level.
(3) Strengthen the comprehensive utilization of data resources and improve data quality
Through the construction of the data center, sort out the master data of XXXX company, formulate data standards, strengthen data sharing, solve the problems of "counting multiple sources" and "duplicate reporting", and provide a data basis for the application and analysis of XXXX company's business data; relying on large Data, artificial intelligence technology, further strengthen data collection, storage, analysis and computing capabilities, and promote the application of big data analysis to support statistics and analysis based on massive quasi-real-time data.
(4) Pay attention to the cultivation of digital transformation talents, and establish a special digital transformation construction organization
According to XXXX company's digital transformation work requirements and business needs, improve the digital concept and skill training of all employees, digital talent performance appraisal and growth incentive system, and cross-organization (enterprise) talent sharing and flow mechanism, etc., to build the overall digital development level of XXXX company Compatible professional talent team, give full play to the role of the expert team.
(5) Actively apply new digital technology to improve digital technology content
Make full use of "Internet" thinking, actively explore the application of new technologies such as cloud computing, big data, Internet of Things, mobile applications, artificial intelligence, blockchain, and quantum communication in various business fields of XXXX Company, and support XXXX Company's innovation strategy.
(6) Continuously strengthen security and controllability to ensure the security and controllability of data resources
Construct the security system of XXXX company; strengthen security publicity and training; adopt advanced technical means to strengthen all aspects of network, host, terminal, application and data; actively learn and explore new technology, security technology and management, and continuously optimize XXXX company security capabilities.
1 XXXX company's digital transformation technology platform planning
1.1 Overall Architecture
In November 2017, Power Grid released the "Guiding Opinions on Deepening the "Internet + Advanced Manufacturing" and Developing the Industrial Internet", and pointed out that a new round of technological revolution and industrial transformation is currently booming around the world. As a product of the deep integration of the new generation of information technology and manufacturing, the Industrial Internet has increasingly become a key support for the new industrial revolution and an important cornerstone for deepening the "Internet + advanced manufacturing industry", which will have an all-round, deep-seated, and revolutionary impact on future industrial development. . The Industrial Internet builds the three major functional systems of network, platform, and security through the system, creates a new type of network infrastructure that fully interconnects people, machines, and things, and forms an emerging business model and application model for intelligent development. The foundation is the strong support for building a well-off society in an all-round way and building a powerful modern socialist country.
In January 2021, the Ministry of Industry and Information Technology issued the "Industrial Internet Innovation and Development Action Plan (2021-2023)", proposing that by 2023, China's industrial Internet new infrastructure construction will advance in quality and quantity, and new models and new formats will be promoted on a large scale. The comprehensive strength has been significantly improved.
In the "Three-Year Action Plan for the Construction of Digital and Smart Power Plants of xx Co., Ltd. (2021-2023)" formulated by the group company in January 2021, the group company will build a group data center and create an industrial Internet platform for the energy industry. Specific tasks and schedules.
In accordance with the six general principles of "unified planning, unified standards, unified design, unified investment, unified construction, and unified management" of the information construction of the group company, the information system construction of XXXX Company should comply with the "speeding up" in the national "14th Five-Year Plan" The development plan of "digital development, building digital China" is in line with the guiding ideology of the group company's information development plan and digital three-year action plan. At the same time, it is necessary to comprehensively consider the current situation of XXXX company's digital and information construction, and combine the actual needs and future development of XXXX company need. Plan and build a fusion architecture with the industrial Internet platform as the core, build a digital new ecology serving the new power system, promote the high-quality development and digital transformation of XXXX company, improve the strategic control and operation management capabilities of XXXX company, and provide effective foundation for innovation and development. Support and help the group company achieve the overall goal of building a world-class energy supplier.
XXXX company's digital transformation technology architecture plan is shown in the following figure:
Digital Transformation Technology Architecture Planning
As shown in the figure above, the overall architecture with the industrial Internet platform as the core is mainly divided into three layers, namely the basic platform layer, access control layer and smart application layer. Among them, the basic platform is divided into two parts, one part is the unified construction system of the group and the system already built by XXXX company, and the other part is the new application planned this time. The built application is integrated with the new application built using the micro-service architecture and the middle platform model through the application integration platform. The access control layer includes single sign-on, access control module, application integration platform, API service gateway, etc. The new smart application and the existing system are integrated through the application integration platform, and the data is exchanged with external resources and existing systems through the API service gateway. Exchange, better use of digital technology to provide effective support for XXXX company's digital transformation. The intelligent application layer includes a unified application portal, a digital operation platform and various intelligent business applications, which can realize unified access of multiple terminals and multiple screens.
1.2 Technical Architecture
1.2.1 Overall blueprint of technical architecture
According to the group company's goal of building a world-class energy supplier of "green and low-carbon, multi-energy complementary, efficient coordination, and digital intelligence", combined with the group company and XXXX company's digital enterprise construction planning, infrastructure construction status and information construction field For existing problems, follow the steps of " building a platform, establishing standards, managing data, promoting applications, building a team, and building a system " to carry out the construction of infrastructure technology architecture and upper-layer applications. Based on the Internet of Things, cloud computing, big data, artificial intelligence, 5G and other advanced technologies, establish an industrial Internet technology platform with hyper-converged cloud platforms, container cloud platforms, big data platforms, AI analysis platforms, and Internet of Things platforms as the main body. Establish unified data standards, technical standards and application development standards on the technology platform. Based on the Internet of Things platform and big data platform, complete the collection, analysis and calculation of business management and production data, and realize the full sharing of data. Utilize the rapid development and AI modeling capabilities provided by the container cloud platform and AI platform to quickly build various management information systems and intelligent and intelligent applications.
Based on the industrial Internet platform architecture, an information technology system integrating hardware infrastructure management, computing resource allocation and scheduling, data collection, storage and computing, algorithm model training and application, business application and mobile application development, and cloud security system has been established. The supporting platform provides strong technical support for the construction of digital and intelligent enterprises of XXXX company.
The overall technical architecture plan of XXXX company's industrial Internet platform is shown in the figure below:
XXXX company information technology support platform technology architecture
The platform adopts a private cloud model for architecture, and a cloud-side collaboration model for deployment. Build a central cloud platform in the headquarters of XXXX company. The central cloud platform is composed of IAAS cloud platform, PAAS cloud platform, SAAS application cluster, mobile application platform, Internet of Things platform, big data and AI service platform, etc., and is built as an open and scalable The cloud operating system is connected to the edge cloud platform on the power plant side through a dedicated line network to realize the collaboration between the edge and the central cloud platform, and users at the grassroots units can access various SAAS applications of the provincial company. The edge computing layer of grass-roots enterprises consists of data acquisition gateways and computing servers, which can realize lightweight computing and real-time analysis of data at the production site, and relieve the pressure of data transmission, storage and computing to the central cloud platform. Organized by Lang Fengli.
The central cloud platform uses the big data platform to centrally store the collected data, and can open the data to the AI platform and various industrial APP applications in the form of services. The AI platform establishes various mechanism models and data models based on production data, business data, and unstructured data. These models are provided to various industrial apps in the form of service interfaces. For data models with high real-time requirements, the AI platform can deliver these models to the edge computing server, and the edge computing server can use these models to process the field data on the edge side in real time. Organized and produced by Lang Fengli.
XXXX company central cloud platform overall architecture
The IAAS layer is mainly composed of hardware infrastructure, including storage, network, virtualization, security facilities, etc. The PAAS layer is the core. It not only includes the general parts of the industrial PAAS platform, such as data storage, containerized management, development and operation support system, data middle platform and business middle platform, but also includes industrial models and algorithm capabilities. The ability to form intelligent algorithms and AI models with process experience. The SAAS layer solves various business needs in various professional fields of XXXX company by building various industrial applications.
Deploy the edge computing layer in the centralized control center or grassroots enterprises, mainly including data collection gateway terminal equipment, edge computing servers, or deploy heavy edge computing devices that support GPU computing capabilities as needed. The data acquisition gateway terminal device can preprocess and cache the data, and transmit data to the platform through the real-time data channel, and supplement the historical data after network disconnection and restoration to the platform through the historical data channel, and the central cloud platform realizes data receiving, data storage, data Evaluation and data governance, and can uniformly maintain the data preprocessing strategy of the collection end in the form of a model, and send it to the data collection terminal device.
1.2.2 Industrial Internet Platform Planning
XXXX company's industrial Internet platform is built from bottom to top, mainly from the following levels.
1.2.2.1 Edge computing layer
On the side close to the data source, such as the grass-roots power plant equipment side, an open platform integrating network, computing, storage, and application core capabilities is used to provide the nearest end service. Its applications are launched on the edge side, which can generate faster network service responses and meet the basic needs of XXXX in terms of real-time business, application intelligence, security and privacy protection. Edge computing is located between physical entities and industrial connections, or on top of physical entities, providing cloud computing with access to historical data from edge computing. The edge computing architecture includes two layers of edge gateway terminals and edge computing services:
The gateway terminal is responsible for connecting with various sensors, programmable logic controller (PLC), distributed control system (DCS) and other equipment, for data collection, industrial protocol analysis, and lightweight edge computing, mainly to complete the collection of raw data and report function. It can accept the management of the IoT platform, collect and report data according to the collection and configuration tasks issued by the IoT device management platform, or perform data forwarding tasks.
Edge computing service is a computing service that integrates network, computing, storage, and application core capabilities at the edge of the network close to the source of objects or data. It can provide edge intelligent services nearby to meet the needs of digital applications in agile connection, real-time business, data optimization, Key requirements in terms of intelligence, security, and privacy protection. On the one hand, edge computing services can give full play to the computing power of edge devices to reduce the data processing and computing pressure on the cloud platform; Edge intelligence services. For example: use heavy-duty edge computing servers that support GPU computing capabilities to process real-time data, video streaming data, etc.
1.2.2.2 IAAS layer
The IAAS layer is the foundation of the entire application system, providing a unified public infrastructure architecture for applications at all levels of the upper layer. The bottom layer of the IAAS cloud platform performs resource pool management on computing resources, storage resources, and network resources, and provides high-availability, high-performance, and scalable infrastructure solutions. By transforming these resources into a group of logical resources that can be managed, scheduled and allocated in a unified manner, based on these logical resources, multiple virtual execution environments that can run simultaneously and are isolated from each other can be built on a single physical server to achieve higher resource utilization. Utilization, while meeting the more flexible dynamic resource allocation requirements of the application, reducing operating costs, and responding to the resource needs of the business system more quickly and flexibly.
The IAAS platform can be expanded and built on the basis of XXXX's existing hyper-converged infrastructure, using domestic hardware facilities and software platforms for construction, such as domestic CPUs, domestic servers, domestic operating systems, and domestic databases, etc., to achieve independent and controllable security goals .
1.2.2.3 PAAS layer
Based on the IAAS cloud infrastructure, according to the needs of the overall planning of the cloud platform, make full use of advanced technologies such as Docker and Kubernetes to build a PAAS platform to achieve unified computing resource management, application containerized deployment, continuous integration of R&D and testing, and efficient and reliable code management and other targets. It also provides a unified development framework, deployment environment, and runtime environment for the development of upper-level business systems through basic services, basic components, and standard interfaces, which can meet the needs of rapid development, flexible expansion, and dynamic adjustment of business systems. Provide a unified support system integrating development, testing, deployment, operation and maintenance, and monitoring for the rapid construction of various business systems, data applications, mechanism models, algorithm models, and mobile applications of XXXX company.
The PAAS platform is mainly composed of core components such as containerized platform, DevOps development and operation integration system, application development platform, mobile application platform, micro-service system, business middle platform, industrial big data and data modeling and analysis platform, and application integration platform.
1.2.2.4 SAAS layer
Utilizing the development and maintenance support system, data service capabilities, and algorithm model capabilities provided by the PAAS layer, enterprises can quickly build various business applications and data applications of XXXX Company in order to quickly respond to application requirements in multiple fields and scenarios based on business needs and algorithmic models. Utilizing the high availability, high performance and elastic computing capabilities provided by the PAAS platform, the industrial APP built on the SAAS layer can meet the requirements of centralized deployment of various applications and centralized applications of enterprise users.
Various industrial applications carried by the SAAS layer are oriented to end users, and it forms various application services that meet different business scenarios. The SAAS layer includes the specific implementation of various business applications built by XXXX, such as smart production applications, digital operation platforms, smart building applications, smart management applications, smart infrastructure applications, smart storage applications, smart engineering applications, and comprehensive service applications.
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