Applying Artificial Intelligence in the Textile Industry

artificially intelligent machines

As Ginni Rometty says, Artificial Intelligence or AI, as it is referred to collectively, amplifies our intelligence and, by extension, our very productivity. When we consider enhanced productivity, processes of business undoubtedly spring to mind. AI has been built as components of the machinery that synthesizes and analyzes computational agents which act intelligently to give refined results of mass advancement.

“Some people call this artificial intelligence, but the reality is this technology will enhance us. So instead of artificial intelligence, I think we’ll augment our intelligence.” — Ginni Rometty. Textile manufacturing is considered being exceedingly intensively laborious if there is a low level of fixed capital investment. With Artificial Intelligence, the continuous cost of labor can be lowered, allowing manufacturers to use the same Artificially Intelligent machines repeatedly for carrying out the same tasks frequently that are necessary for producing Textile products.

Leveraging the latest AI technology can assist manufacturers in significantly upgrading the technology of machinery they have currently put into place. In addition, AI can boost operational efficiency for manufactures when producing products relating to their companies. In the 2010s, the sales of textile machinery crossed 100 million pounds in the United Kingdom alone. This is a stark sign of how the most advanced products of Textile Machinery make are being used by the Textile industry of the modern world.

As the positive effects of AI are taken advantage of by various international industries, the textile industry too can adequately draw out advantages from applying AI to the machinery they use in their production processes. If you want to make your Textile factory productively efficient, following the guidelines below might help you do so with the pronounced and illustrious enhancement of your manufacturing processes.

Using Expert AI Systems to Manage Manufacturing

Expert AI systems are computer systems that mimic the decision-making capabilities of humans. They are used to solving highly complex complications by employing if then scenarios. The Textile industry, of any country, can use expert systems to increase production, improve quality and reduce costs. Systems with such characteristics are emerging in various areas across the manufacturing process of textile. AI has allowed increased advancement of the general Textile factory as AI software’s that have been applied to it, help schedule jobs to production, select optimal raw material and use remnants, generate cut plans and nests, track production activities, and provide management reports for analysis and future planning.

Employing Neural Networks for increased efficiency

Neural networks mirror the human brain, allowing computer machines to identify patterns and solve ordinary problems in the verticals of AI, Machine Learning, and Deep Learning. With the correct use of Artificial Neural Network, designs of spectral data from a spectral-index model developed to figure out the content of soil could be determined and the demand for supplemental nitrogen can be approximated. This becomes useful to regulate what raw materials can be needed to produce a required amount of textile. Fabric configuration is among the most prominent applications of neural networks. Finding out the exact components of each piece of fabric you show to your machinery can be crucial to spot what the manufacturer’s customer wishes to be made for them or even what sorts of products are popular in the market presently.

Applying Fuzzy Logic for Making Precise Decisions

Apart from deciding just two results as output through Boolean logic, AI can now even decide logic between an entire spectrum of outputs. Therefore, the word “Fuzzy” is used to term this ability of AI. In Textile manufacturing, applying the “Fuzzy Logic” of AI is used to figure out whether a finished product is of the particular quality the manufacturer wants it to be. Giving the Textile manufacturer a much-needed ability to decide things like, “Yarn count” of the product they produced, etc.

Using Genetic Algorithms to Their Advantage for Textile

Optimized using parameters of quality like denier, tenacity, breaking elongation, and denier variance in production of melt-spun polypropylene yarn are used within Genetic Algorithms of AI to help with the production of textile and garment products. The technology can decrease the color difference under second color characteristics, being superb at locating possibly contained developments. Presenting themselves as useful solutions. Thus, they help merge a scientific approach for carrying out intelligent textile manufacturing activity.

Deep Learning Algorithms to make Textile Machinery intelligent

Gaining considerable competitive advantage using deep learning in textile machinery can be highly favorable for Textile Manufacturers. Deep Learning allows computers to carefully analyze and study fabric structures. This helps distinguish different fabric structures for assuring the optimal composition of fabrics is used for manufacturing.

Pattern Inspection

Regular patterns of a finished product can be determined by machines that use Artificial Intelligence to ensure the finished product is optimal. By feeding the machine, images of the most ideal forms of products capable of being manufactured. This can also help machines determine whether the resulting product has any defects.

Arming yourself with Artificially Intelligent Textile Machinery

Another significant benefit of applying Artificially Intelligent machines to your factory is the potential it brings to remarkably reduce workloads. This presents manufacturers with the ability to immensely increase productivity too. If you think there are other ways textile manufacturing companies can benefit from AI, share your thoughts in the comments section. There are large hordes of producers who build Textile Machinery which uses Artificial Intelligence. Of course, coming across such producers requires a significant level of connections. If you wish to apply Artificial Intelligence to your manufacturing unit, we can certainly help by connecting you with the right manufactures of manufacturing machinery itself. A platform linking businesses with the right suppliers can be at your disposal conveniently if you drop us your contact details on our website.


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