Machine Vision 101
Vision & Sensors
V&S
Autonomous systems, collaborative robots, AI-driven robotics applications and sustainable robotics are shaping a new era of automation and human-robot interaction. By Andrei Danescu
The Future of Robotics:
From Science Fiction to Industry Redefining Technology
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Robotics may have been a mainstay in science fiction films since the dawn of time and we have seen many robots on the silver screen that have stayed with us from C3PO, R2D2 and Wall-E. However, in recent years robotics has gained significant momentum in real-world deployments. While robotics has been used in manufacturing processes in the automotive world for decades now, we have seen more use cases emerge. With the advances made in artificial intelligence, machine learning and automation technologies, robotics are revolutionizing and redefining industries.
We are now seeing the impact these technologies are making in various different sectors from logistics to agriculture and from healthcare to other service industries. But as the industry keeps evolving, what does the future hold and what are the key use cases for today’s industry?
The Future of Industry
One of the most significant trends has been the rise of autonomous systems, which are increasingly finding applications in manufacturing, logistics and even in the service industries. These systems leverage advancements in AI and sensor technologies to operate without direct human intervention. Autonomous robots are able to optimize processes while reducing errors and improving efficiency.
For example, if we look at manufacturing autonomous mobile robots (AMRs) are being used to handle tasks from transporting materials to product assembly. This is a major step change from traditional industrial robots, which have often been stationary and follow pre-programmed instructions. Modern AMRs can navigate dynamic environments using sensors and real-time data. They are able to work alongside human workers, responding to changes in their environment and adapting to new tasks.
In the warehousing and logistics sector AMRs are being used to streamline inventory management and gathering of real-time data from the warehouse for better optimization. Here AMRs can also navigate sites independently and work alongside the human workforce. With the continued growth of e-commerce, challenges with shipping allocations and capacity, businesses need more accuracy of their inventory to ensure they thrive in the increasingly competitive landscape. When looking at these challenges, coupled with shortages in the workforce, the demand for autonomous robots in the logistics industry is expected to surge.
Collaborating with Humans
In the early days of robotics, robots were often working in isolation from the human workforce. This was mainly because the robots were of significant size and were only made to perform a significant task, such as welding on an automotive production line. However, one of the key trends that we have observed is the advent of robots working safely together with humans. This shift has meant that businesses have been able to improve productivity, while reducing physical strain on employees and improving overall site safety by using robots to carry out tasks that could pose risk to human health.
Thanks to the advances made in sensor technologies, cameras and AI, modern AMRs are able to understand their surroundings and work in harmony with human counterparts.
One of the major benefits of AMRs today is that they are incredibly flexible in their capabilities. Traditional industrial robots required space, complex programming and dedicated workspaces. However, AMRs are relatively easy to deploy and depending on the use case, can be programmed by non-technical experts. This broadens the appeal of the technology from large enterprises to SME sized businesses that may not have traditionally had resources to invest in large scale automation systems. These advances are democratizing automation and allow businesses of all sizes to reap the benefits of robotics.
But what of the traditional industrial robots? Here we are seeing advances as well. Automotive, electronics and food processing are increasingly adopting robots to assist with repetitive tasks such as welding, assembly and packaging. In healthcare robots are used to assist surgeons with complex procedures, enhancing precision and reducing the risk of errors.
We can expect to see even more sophisticated forms of human-robot collaboration in the coming years as more businesses have access to the technology and start to see the benefits these technologies can bring to the business.
Advent of AI
The integration of AI with robotics is one of the most exciting developments that has happened in recent years. This shift has allowed robots to transition from reactive machines to predictive and intelligent systems. AI enables robots to learn from their environments, making decisions and adapt to new situations without human intervention. This shift is driving innovation in a wide range of applications.
AI advancements will transform robotics by making robots more autonomous, intelligent, adaptable to different environments. These developments will expand the scope of robotics across industries, driving innovation in areas like manufacturing and logistics, while lending to innovations that will help robotics gain a foothold in handling highly personalized tasks.
Additionally, where robots and AI come together is in feeding data to analytics platforms. Here AI technologies can be used for things such as most optimized warehouse layouts, best picking routes and ensuring that goods are not lost in the warehouse.
The form factor
There is a lot of innovation being driven in the realm of robotics, but one of the debates that has been taking place is on the form factor of the robots. Where humanoid robots tend to get noticed more in the mainstream, it is important to note that there are fully autonomous robots already operating in various different industries. Where it is human nature to try and create robots in our own image, it is not necessarily always the best form factor. You need to look at the application of the technology in itself, and the functional priorities businesses are looking at solving through robotics. The form factor therefore is entirely dependent on the use case, environment the robots will operate in and the ultimate business objectives companies are looking to solve.
Ultimately, robotics need to demonstrate real-world ROI to businesses. Otherwise the industry is focused on pure innovation and complex, deep R&D incentives. Where R&D is a constant in robotics, for the technology to be commercially viable, it needs to provide and prove ROI.
Conclusion
As we look to the future, the trends in robotics outlined above are poised to have a profound impact on industries and society as a whole. Autonomous systems, collaborative robots, AI-driven robotics applications and sustainable robotics are shaping a new era of automation and human-robot interaction. These advancements will continue to drive efficiency and address some of the most pressing challenges facing humanity. As robotics technology continues to evolve, it is clear that the robots of tomorrow will be more intelligent, capable, and environmentally conscious, paving the way for a more automated and sustainable future.
Opening Image Source: Dexory
Andrei Danescu is the CEO and Co-Founder of Dexory.
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