Research on Construction of Innovation Cloud Service Platform in Power Enterprise

. The informalization and automation of the present power system have important influences on the smooth operation of power stations and systems. The construction of the innovation cloud service platform could help manage the power enterprise. Three components including data center, monitoring system, and decision support system are established to realize the functions of data sharing, intelligent management, and remote support. Through the establishment of the innovation cloud service platform, the whole efficiency and effectiveness of the power enterprise can be enhanced, which helps the smooth operation of the power stations and systems.


Introduction
With the fast development of information technology, the intelligent enterprise is a necessary trend at present and in the future [1-4]. The electrical power system has important influences on people's daily life. In order to maintain the smooth operation of the whole power system, the innovation cloud service platform should be constructed and applied to production, operating, and management. In the previous works, many artificial intelligence algorithms have been applied to the management of power system including data backup, information monitoring, fault diagnosis, anomaly detection, etc. [5][6][7][8][9][10][11][12][13][14][15][16]. In order to further enhance the automation level of the power system, the innovation cloud service platform should be developed using innovation technologies in the field of artificial intelligence. Based on the innovation cloud service platform, the data from different power stations could be stored together and shared. In this way, more historical data can be used to train more robust model for the management of power system. The stored data can be monitored automatically by classification and information detection. When there is anomaly in the data flows, the innovation cloud service platform could report the problems to the workers. In the meantime, the innovation cloud service platform could provide some feasible suggestions to handle the problems. By the innovation cloud service platform, workers from different stations could help each other via remote control. So, all the stations could be unified together to maintain the smooth operating of the power system [17][18][19][20][21].
In this paper, we study on the construction of innovation cloud service platform in power enterprise. Considering the defaults in the present power system, the objective of construction the innovation cloud service platform is first analyzed as the start point. Then, the necessary combinations of the innovation cloud service platform are discussed including data center, monitoring system, and decision support system. The three combinations have different functions and they complement each other to manage the smooth operating of the whole power system. The data center stores the data flows from all the power stations. Then, the monitoring system analyses the data flows to find the anomaly and detect the faults so the potential problems can be found immediately. Finally, the decision support system provides feasible ways to handle the potential problems. Therefore, based on the innovation cloud service platform, the robustness and efficiency of the whole power system can be enhanced.

Objective of Innovation Cloud Service Platform
The innovation cloud service platform is constructed to enhance the whole efficiency and effectiveness of the whole power system. The main objectives of the innovation cloud service platform can be summarized as data sharing, intelligent management, and remote support.

Data sharing
With the fast increase of power stations and power systems, there is a large amount of data in the power system. Therefore, the data from different stations and systems should be shared so the available historical data can be greatly enriched. The innovation cloud service platform is constructed to manage the data and classify them. And different power stations and systems can share and use the data. Therefore, data sharing is the basic function of the built innovation cloud service platform.

Intelligent management
As there a large amount of data in the power system, it should be managed intelligently to improve the efficiency. First, the data flows should be classified to several categories, e.g., hardware information, software information, network information, etc. In each category, the data flow is checked and detected so the anomaly can be found and located at first time. The system further analyses the detected problems and diagnose its properties.

Remote support
The power stations may distribute at different locations and it is difficult to make them operate as a whole. The innovation cloud service platform is constructed to unify all the power stations and systems so they can operate cooperatively. At different power stations, they process the data individually. Once there is an anomaly, the station could report it to other stations. Also, different stations could help each other to handle the problem. Therefore, the found problem can be solved with high efficiency.

Data center
To realize the objectives of the innovation cloud service platform, some functional parts should be built and operated. The data center is an essential component of the innovation cloud service platform, which stores the data from different power stations and systems. Also, all the data is classified as several categories for improve the management efficiency. The effective data should be separately stored as useful historical data for the future use.

Monitoring system
The monitoring system is also essential in the innovation cloud service platform, which analyses the data flows from the data center. The artificial intelligence techniques are used to analyses the data and detect the anomaly. Furthermore, the detected problems are recognized based on the model trained by the historical data. Through the monitoring system, the potential problems occurred in the power stations and systems could be detected at the first time. Meanwhile, the found problems are also used to update the data center to improve its historical data.

Decision support system
The decision support system is incorporated in the innovation cloud service platform to help handle the occurred problems in the data flows from the power stations and systems. The decision support system is developed based on the artificial intelligence, which could perform training based on the large amount of historical data. Based on the trained model, the detected problems from the monitoring system can be quickly classified. Then, according to the label of the problem, the corresponding solutions can be provided by the system to the workers.

Intelligent management
Remote support Input data

Monitoring system
Decision support subsystem Construction of the innovation cloud service platform Fig. 1 The main functions and combinations of the innovation innovation cloud service platform.

Conclusion
In this paper, the construction of the innovation innovation cloud service platform is studied. The main objectives of the innovation innovation cloud service platform can be mainly summarized as data sharing, intelligent management, and remote support. To achieve these objectives, the data center, monitoring system, and decision support system should be developed. The three systems work cooperatively to make the whole power system operate smoothly. With the progress in the artificial intelligence, more high-performance technologies could be applied to the construction of the innovation innovation cloud service platform.