Cloud computing technology is booming in the field of industrial process automation
With the rapid development of advanced technologies such as cloud computing and big data analysis, enterprises and process automation factories have more capabilities to solve various challenges. Many enterprises are rapidly developing their business using the Internet service model. Cloud computing leverages virtualized and fixed computer resources to provide customers with solutions that enable global information services with minimal up-front investment. In addition, advances in these technologies are being made to facilitate industries such as big data analytics that organize, summarize, and analyze high-volume and diverse data. There are many applications of cloud computing in the field of industrial automation, including historical data, status maintenance, predictive maintenance, asset management and more. This article will analyze how cloud computing technology translates into value to help future automation factories boost productivity. The basic composition of cloud computing Cloud computing is a model of network access that requires a set of shared computing resources such as servers, networks, storage devices, software applications, and clients to serve business managers through efficient computing resource provisioning. The target customer needs are flexible, cloud-based services have on-demand usage, pay-per-use and multi-tenant characteristics. Therefore, there are three types of cloud computing services: Software as a Service (SaaS), Platform as a Service (PaaS), and Infrastructure as a Service (IaaS). Cloud services can be divided into four categories, namely public cloud, private cloud, hybrid cloud, community cloud. The most commonly used model is a hybrid model, a basic combination of two or more clouds that includes a variety of public, private, and community clouds. Public non-critical services often use the public cloud, and company-specific and specialized services using private cloud execution. The combination of a large number of technologies makes cloud computing a reality for industrial automation services, including virtualization, utility computing, distributed computing, and grid computing. Virtualization enables multiple clients to share physical resources such as hardware and software, human resources and knowledge. Cloud data collation and analysis It can be seen that cloud computing has made leaps and bounds in various applications and has a huge impact on the industrial automation industry. It can help improve data management efficiency and equipment performance, and cloud computing technologies have opened up new opportunities in the industry. In the past, unpredictable future events due to lack of data and predictive data models, today, these production models have been deployed to collect large amounts of data through the Internet of things, analytical tools to deal with the data for managers to provide the best decision-making reference. Currently, cloud computing and the Internet of Things have become effective tools for industrial production, helping the process automation industry to make more money and achieve greater efficiency and better quality through data analysis. Cloud service technology creates related applications in the process industry, including: ·analyzing tool Alarm management ·asset Management Performance Management Training simulation ·remote diagnosis All of these applications require expert analysis, and expert analysis of the final integration of the data to solve customer dilemma. In each application, relevant data is collected from multiple sources, collated and analyzed to predict possible failures. Given the market potential of cloud computing in the direction of industrial automation, technology providers will continue to provide more cloud services in the industrial arena. Moreover, these services are provided by cloud service providers and can be customized on demand without the need for expensive software or internal infrastructure. The future of cloud computing and process control In the process control industry, the benefits of cloud computing still weigh the risks of lost production, security, availability, and unknown. However, as cloud technology advances, virtualized servers are increasingly appealing to more users. The rise of cloud computing may inevitably replace older products. Space-constrained factories need to introduce these new services, but few cloud applications can be kept in a compact environment that will lead to secondary monitoring and expert system migration To the cloud. It is likely that we will see more and more applications are being virtualized, providing operators with more cost and space benefits. Most importantly, developments around the world are focused on green cloud computing, improving the design, manufacturing, use and disposal of computing resources to maintain minimal environmental impact and damage.
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