Adoption Of Artificial Intelligence In Manufacturing Accelerating
The rapid adoption of Industry 4.0 technologies leaves manufacturers with a choice: accelerate with the market or be left behind. According to a 2019 Global Market Insights, Inc. report, the market for artificial intelligence in manufacturing will grow to $16 billion by 2025. Factors driving the adoption of Industry 4.0, the general name given to the deployment of cyber-physical systems, Internet-of-Things technologies and cognitive computing in the manufacturing environment, include:
Reducing the cost of operations Enhancing operational efficiency Aligning operations with customer requirements Analyzing processes in real-time Scaling operations without intensive capital cost Achieving these goals is supported by two main principles: interconnection and information transparency. Interconnection refers to the ability of machines, devices, sensors and people to connect and communicate with each other. Information transparency provides operators with large amounts of useful information needed to make appropriate decisions. The interconnected nature of machines and systems in an Industry 4.0 environment combined with information transparency allows manufacturers greater insight into the current operating conditions and operational efficiency of the factory. Comparison of operating conditions and health information between machines facilitates just-in-time maintenance. Leveraging that information using big data analytics (perhaps using cloud-based services) will allow manufacturers to gain many advantages, including near-zero downtime. However, the promise of interconnection comes with its own challenges: (1) data security issues are exacerbated by the need to open previously non-existent lines of communication with vendors, partners and customers; and (2) manufacturers may find it harder to maintain the confidentiality of their processes.
Data security is a complicated area. All 50 states, the District of Columbia, Guam, Puerto Rico and the Virgin Islands have legislation requiring that entities notify individuals when security breaches of personally identifiable information occur. While most people will think of financial information when they think of "personally identifiable information," the reality is that personally identifiable information is...
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