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Smart manufacturing leverages big data analytics to optimize complex production processes and enhance supply chain management. [7] Big data analytics refers to a method for gathering and understanding large data sets in terms of what are known as the three V's, velocity, variety and volume.
The value created in Industry 4.0, can be relied upon electronic identification, in which the smart manufacturing require set technologies to be incorporated in the manufacturing process to thus be classified as in the development path of Industry 4.0 and no longer digitisation. [35]
Industrial big data refers to a large amount of diversified time series generated at a high speed by industrial equipment, [1] known as the Internet of things. [2] The term emerged in 2012 along with the concept of "Industry 4.0”, and refers to big data”, popular in information technology marketing, in that data created by industrial equipment might hold more potential business value. [3]
For example, a Deloitte report states that by implementing an IIOT solution integrating data from multiple internal and external sources (such as work management system, control center, pipeline attributes, risk scores, inline inspection findings, planned assessments, and leak history), thousands of miles of pipes can be monitored in real-time.
This is called smart infrastructure. The final is called smart vertical and takes place once the data for specific use cases to be addressed. [3] The more use cases a vendor is able to address, the more quickly that it will likely become the leading provider of intelligent solutions to a particular industry. [3]
The new manufacturing economy integrates networks, 3D printers and other proficiencies into business strategies to further develop manufacturing practices. [ 2 ] Thomas Friedman references Lawrence F. Katz that hubs of "universities, high-tech manufacturers, software/service providers and highly nimble start-ups" [ 3 ] are a needed economic ...
Digital manufacturing is an integrated approach to manufacturing that is centered around a computer system. [ 1 ] [ citation needed ] The transition to digital manufacturing has become more popular with the rise in the quantity and quality of computer systems in manufacturing plants.
Industrial artificial intelligence, or industrial AI, usually refers to the application of artificial intelligence to industry and business. Unlike general artificial intelligence which is a frontier research discipline to build computerized systems that perform tasks requiring human intelligence, industrial AI is more concerned with the application of such technologies to address industrial ...