Data Science in the industry: Kaggle applications and datasets
The use of Data Science, already so widespread in other areas, is still rare in industry. Get to know IHM Stefanini's profile on Kaggle and access real datesets!
Data in favour of operational efficiency
Integrating data from your industry's supply chain allows you to understand operational standards.
With this learning, it is possible to suggest, online, the ideal process parameters for the current production scenario.
A mining company we serve, for example, managed to increase the recovery rate of its plant by 0.5% with this application.
No more operating your plant "blind", waiting at least 02 hours to have a quality analysis.
Deploy a virtual sensor (soft sensor) that can predict the quality of your process.
Operators will be able to make decisions with reliable and quality information every 05 minutes!
A mining company that implemented our soft sensor, avoided the cost of purchase, maintenance and calibration of an online analyzer ( ~1MR$)
The correct and optimized dosage of raw materials is extremely important to obtain the desired product.
To assess whether the dosage is being consistent, we have developed specific algorithms that can understand whether there is over or under dosage in your process.
We have as an example a metal industry, which managed to reduce 20% and estimated an economy of at least 1MR$ in its plant located in Peru using our analytical models.
It is nothing new that unexpected stops occur and generate losses, rework and even accidents, unfortunately.
Imagine no longer having to "collect" data from separate sources, struggling to organize it in Excel and still not being able to explain the root cause.
We present you a solution that integrates the necessary data to explain the real root cause of a breakdown, using all the potential of artificial intelligence and our knowledge of the factory floor.
Data science, machine learning and artificial intelligence, without strategy and without alignment with the business, are nothing but pure adventure and waste of money.
According to MIT and Boston Consulting Group, 7 out of every 10 projects of this nature fail, precisely because of lack of planning.
Count on us to design the analytical strategy of your industry, aligning the pillars of business, culture, technology and people. Learn more about our strategic methodology, which has been delivering value to the largest industries in Brazil.
Leakage from a pipeline can cause great financial damage or even considerable environmental damage.
In the face of this pain, we have developed a fast, online leak detector in pipelines that transport products such as iron ore or its tailings, for example.
The detector can be used for a variety of fluids, and is already used by one of the largest mining companies in the world in more than 05 pipes of its plants in Minas Gerais.
We know how difficult it is to find efficient tools and appropriate solutions to your problems. Our team is available to help you choose the best solution, based on our experience in the most diverse areas of the industry.
Article by Leonardo Vieira, responsible for the ihm operation in the US, on how artificial intelligence has changed the use of data in industry.
Article by our director Gustavo Brito about the challenges that the pandemic brings to the industry and what the reality may be from now on.
Matter that addresses the use of automation and data integration in logistics processes, and how this can make a difference.