How is AI applied to corrosion detection?
Corrosion detection is a challenging, risky, time-consuming, and expensive process. According to NACE, the global corrosion cost is estimated to be US$2.5 trillion, equivalent to 3.4% of the global GDP (2013). On top of that, it requires workers to inspect every edge of an enormous environment full of flammable hydrocarbons. However, the use of AI is reshaping this practice. In this context, AI-driven corrosion detection offers a safer and more sustainable method of addressing corrosion by providing a holistic perspective on Asset Integrity Management with 3D models, predictive algorithms, data contextualization, and Machine Learning. Thus, this blog analyzes how AI [...]
Developing an Effective Corrosion Prevention Strategy for Mining Operations
Intro Corrosion consists of constant material degradation by chemical or electrochemical reactions with its environment. Indeed, heavy corrosion damage can lead to extended unplanned shutdowns, decreased safety, and increased environmental exposure. And, while corrosion progression doesn’t stop, asset activities must be paused to address degradation and anomalies. In this context, mining structures are exposed to harsh environmental conditions, including moisture, acidic or alkaline substances, and abrasive materials, which accelerate corrosion. This being said, developing an effective corrosion prevention strategy is crucial to mitigate the impacts and costs of corrosion. A two-year global study released at the CORROSION 2016 conference [...]
Top 4 AI Trends of 2024
Intro As we step into the year 2024, Artificial Intelligence continues to transform industries and our daily lives. From chatbots to AI-automated processes, this technology is rapidly increasing the speed of operations while delivering more specified and data-driven decisions. In this volatile reality, trends and technological innovations emerge faster, reaching a point in which it is hard to keep track of new AI solutions. In this blogpost, we will explore some of the top AI trends to watch for in 2024, discussing how these trends are shaping the future of industries. 1. Increased Processing Capacity Over the [...]
Why AI is becoming a consolidated reality
Intro Artificial intelligence (AI) is a rapidly evolving field with the potential to transform many aspects of our lives. It is already having a significant impact on the job market, creating new jobs and transforming existing ones. Besides that, AI is democratizing innovation, helping people to be more productive and creative. This is leading to a wave of innovation from startups and individuals. However, in order to comprehend AI’s scope, it’s important to consider the fundamental aspects that led to AI’s meteoric rise. AI’s boom Throughout history, society always had the need for technological innovations. Although the [...]
Unlocking AI’s accuracy and reliability
AI's growth scenario From its early days as a theoretical concept to today's omnipresent reality, AI's journey has been characterized by exponential growth. According to a 2022 IBM research, more than a third of companies (35%) report the use of AI in their business, a four-point increase from 2021. This illustrates a key change in the way we face reality, but different from other technological revolutions: today’s tool learns from its own experience at increasingly higher speed and scale. These tools are programmed to have a human-like thought process. Moreover, they are now a reality in the [...]
The active role of AI in industries’ future
Artificial intelligence has transformed the world through its application for different purposes around the globe. The recurrent use and interest in this technique have led to several developments that rapidly transformed the industrial operating environment through advances in computational techniques. Since 2020 we can notice an accelerated movement of digitalization driven by digital transformation and concepts previously presented in industry 4.0. The technologies developed in these periods and their fast emergence have provided enough visibility for broad application in complex tasks among production processes and industrial operations. The trend is that, in the coming years, the application [...]
Data Contextualization – Make data do more!
Introduction Since Industry 4.0, companies have been implementing digital technologies to digitize their operations based on cyber-physical models. Ten years after the beginning of the transformation generated by Industry 4.0, these companies are often struggling with the difficulty of generating value through the use of the data generated in their operations. We can say that we are no longer in an age of data, but in an age in which it is necessary to understand, organize, and qualify this data in order to effectively generate value. In this article, we will address some of the main [...]
What is a Data Lake?
Since the digital transformation, many data have begun to be gathered in the midst of industrial processes and operations. Technologies such as machine learning, big data, and cloud computing are some of the tools developed in this period in order to handle this data so that it can become useful. Within this scenario, a new concept of storage starts to be discussed. In this text we will address what are the main characteristics, definitions, and benefits of a Data Lake, and what opportunities this concept creates for data scientists who want to extract maximum value from data. What [...]
How you are going to become a reference through Digital Twin
Industries are currently experiencing a strong moment of disruption and digitalization in their operations as a result of digital transformation. The technologies emerging after Industry 4.0 have not only revolutionized the industry, but also brought to the fore a question frequently asked among managers: Which technologies do I really need? And the answer to that question can be quite surprising! Industries & Digital Transformation Hundreds of technologies that promised to revolutionize industrial operations have become popular and have made their way into the sector generating an ever-growing amount of data. However, having digital technologies in the midst [...]
How smart industries will be
Can you imagine what the industries will be like 10 years from now? The concept of industry of the future or smart industries describes the application of different combinations of modern technologies to create a hyperflexible and self-adaptive operating and manufacturing capability. Smart factories are an opportunity to create new forms of efficiency and flexibility by connecting different processes and information flows. Some technologies are essential to this concept. Let's address the top 3 below. IoT - (Internet of Things) The Internet of Things is the ability of devices to communicate with each other without human [...]
