Top 10 Use Cases of Artificial Intelligence In Manufacturing
October 28th 2021
The uses of AI in the manufacturing industry are incredible. Industrial AI robot collaboration enabling manufacturers to deliver generative products faster.
AI in the manufacturing industry is changing the way manufacturers design products. The AI solutions for manufacturing offer insights into the best design. Similarly, AI offers manifold benefits to manufacturing companies.
Herein, we have listed the best 10 significant benefits of AI in manufacturing.
1 Quality Checks
Internal defects of equipment cannot be detected easily. Sometimes experts are also unable to detect the flaws in products by observing their functionality. But, artificial intelligence AI and machine learning ML technologies can do this efficiently. Minor flaws in machinery are detected with AI.
AI in manufacturing processes improves quality control. Smart AI solutions monitor the productivity of machinery. That’s why most of the manufacturing companies using Ai automation in their manufacturing routines. AI-based tools detect defects of products on the production line.
2 Predicts Equipment Failure
Manufacturers face challenges with machinery failures. A product might look perfect from the outside, but it offers low performance when we use it. It affects productivity.
It is the second most reason behind the increased demand for AI in manufacturing. Manufacturing companies are deploying AI t get information of equipment damages for ensuring excellent performance.
3 Equipment Predictive Maintenance
Predictive maintenance of devices allows the manufacturer to cut device maintenance costs. Using ML-powered predictive solutions, AI tools for manufacturing predict when machinery require maintenance services.
Similarly, cloud and the IoT sensors are also playing a vital role in modernizing the manufacturing industry. They embedded in machinery to better predict the maintenance and overcomes equipment issues that have to occur in the future.
4 Digital Twins
Digital twin visualizes the infrastructure, products, or services. It pairs up virtual and physical attributes for analyzing vast data collected by sensors or cameras. The ultimate goal of the digital twin is to design and test equipment virtually.
5 Supply-Chain Management
The use of artificial intelligence in supply chain management is rapidly increasing. The technology is gaining momentum across supply chain management operations. Machine learning, natural language processing, computer vision, robotics, and speech recognition makes supply chain management tasks smarter.
6 Forecast Product Demand
Artificial intelligence systems using predictive analytics can also forecast the product demand efficiently. AI tools for manufacturing collects data from various sources. Later, based on data, tools can accurately predict the product demand.
7 Inventory Management
Artificial intelligence app in manufacturing allows you to manage order records and delete/add new inventories. Here, we should talk about machine learning technology. It was one of the best technologies used for managing supply, demand, and inventories.
8 Price Forecasts
By analyzing historical data of product prices, machine learning algorithms can forecast the price of a product. Competitive prices always offer more profits to the companies.
9 Robotics in Manufacturing
We are all well aware of the use of robots in manufacturing processes. It’s a fact that machines can perform more efficiently than humans. Of course, they need the support of the human workforce.
AI-powered robots for manufacturing perform repetitive tasks without being programmed. It is one of the best applications of AI and ML for manufacturers.
10 Customer Management
AI applications for manufacturing increase sales, productivity, and business performance. The smart AI apps for manufacturing can quickly understand customer issues and provide personalized solutions.
Let’s have a look at the benefits of AI service and solutions in customer service:
- Quick response time
- Personalized experience
- Improved relations using CRM (Customer Relationship Management) tool
- To make an informed decision using customers data
So, implementing AI manufacturing processes would give stunning profits to manufacturing companies in the near term future.
Extract from: Top 10 Use cases of Artificial Intelligence In Manufacturing – USMSystems.com