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Manufacturing Technology Insights | Friday, September 23, 2022
As the rubber industry occupies a significant place in the economy, rubber manufacturers need to lead the global competition by integrating new software developments in manufacturing.
FREMONT, CA:Today, rubber plantations in many regions have become an integral part of the national economy. The rubber industry is a key sector in many economies, with a considerable turnover including numerous companies and emerging fields. With the rubber industry occupying a significant place in the economy, rubber manufacturers need to lead the global competition by incorporating new software developments in manufacturing. Human errors can be eliminated and manpower can be utilised efficiently by allowing the software to maintain scheduled tasks, real-time data collection, analysing the efficiency, and reporting the desired data.
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Implementation of AI in Rubber Formation
The development of compounds in the rubber industry is targeting new raw material usage, embracing changes in processing or quality, and achieving cost and performance improvements. In any case, the developer deals with a multifactor optimization problem. Today, using modern computer techniques such as artificial intelligence (AI) in compound development is gaining momentum. It is believed that this technique will replace other approaches, such as statistical experimental design.
AI handles existing data from an already-created database. It operates with objective functions that are to be minimised or maximised. It offers a set of solutions which are defining the best tradeoff between competing objectives but concluding out historic data. AI and DoE have advantages that are essential for the modern rubber industry's development.
Integrating Carbon Nanofillers
Nanocomposites comprise a multiphase solid material having dimensions within the nanoscale with less than 100 nanometers. The structures making up the material can consist of a nanoscale repeat distance between the different phases. The fabrication of natural rubber nanocomposites includes the combination of a natural rubber matrix and nanofillers aiming to improve the mechanical response of the material and its electrical and thermal conductivities. In addition, the reinforcement of fillers allows for massive improvements in strength and stiffness.
Rubber nanocomposites have been widely used in several industries, from tires to technical parts and consumer goods. Its significant beneficial attribute of elasticity is an important component, enabling this material to be highly desired for applications. However, it is often compounded with other materials such as carbon nanotubes, graphene, graphene oxide, and graphite nanoplatelets to enhance its properties, increasing its versatility.
Automation is one of the rapidly developing segments in the rubber industry. It is expected that many industrial robots will be introduced into the worldwide market. Today, technology is enabling companies to collect more data. In the current competitive market, manufacturers should include technological advances to empower more efficient, responsive, and precise productions and have better control over operations.
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