11 Robot Development Trends
The continuing development of robotics will largely be determined by related industries: the science of materials and advances in computer technology. Analysts have identified the principle trends in the marketplace for the following 5yrs.
People have a tendency to overestimate the impact with the latest technology soon and underestimate its impact ultimately.
But this doesn't negate the fact the expert community, the state and business require a roadmap for your progression of innovative industries in the foreseeable future.
The authors from the annual survey with the home and industrial robots market discussed with experts the essential trends in this region as well as in the report for 2021 presented 11 areas that over the following 5yrs will have the maximum effect on the growth and development of robotics on earth.
1. New materials
Even whenever we look at the simplest industrial manipulators, in 2019 there are approximately 3.5 thousand people per robot, this also ratio is unlikely to develop without radical changes in the science of materials from which robotics is created, the authors of the review are sure. They pay special attention to two promising materials:
gallium nitride (GaN), which could successfully replace silicon for transistor manufacturing;
graphene, a super-thin and super-strong material that you are able to produce actuators for robots, new batteries and even more.
2. New options for energy, technologies due to the collection and storage
Considering how much heat generated from the combustion of gasoline and the human requirement of energy, it is easy to calculate when individuals were eating gasoline, they would only need 150 g of fuel each day. In turn, electric motors are even less cost effective than an inside combustion engine. In order for robots so that you can compete with humans within their capabilities, breakthrough technologies are essential of their energy supply.
For example, here is the improvement of current lithium batteries, the creation of new batteries based on hydrogen, etc. Also, we should not forget about alternative, alternative energy. Finally, a technology can be implemented to recharge the robot remotely, for example, from energizes built into the floor or walls.
3. Interaction of categories of robots and people
These are unmanned traffic management systems. To avoid accidents and accidents, transport robots will need to have a channel of communication both with humans with one another.
4. Navigation in extreme conditions
Robots must realize what they're doing and where they are moving not just under normal human conditions, but also where people simply cannot arrive: for instance, in the mountains or about the seabed.
In addition, situations is not excluded in the event the robot will remain completely without communication (by way of example, underground or even in the event of a satellite breakdown). In this case, you should develop a fully autonomous navigation system for unmanned devices. Similar developments already exist both abroad as well as in Russia.
5. Machine learning
The continuing development of artificial intelligence is necessary to generate truly useful and "smart" robots. Over the years to come, Sberbank analysts identify four fundamental vectors of development in this area:
helping the efficiency of using neural networks start by making their architecture more complex or reducing power consumption;
teaching algorithmic procedures instead of hard programming, that will simplify and, therefore, increase the entire process of acquiring skills from the machine;
mass adoption of cloud services for machine learning;
improvement of motional actions of robots thanks to artificial intelligence technologies.
Make The Machine Think: How Artificial Intelligence Is Developed
6. Human-machine interaction
The robot economy, like all other innovative technologies, is about increasing productivity. That is, automation isn't an end in itself, but a power tool to improve economic efficiency. The authors of the review are likely to believe that the top result is going to be shown not by replacing people who have robots, but by their cooperation. According to them, the interaction of robots and humans will develop in four main areas:
a robot as a tool that repeats human capabilities (for instance, exoskeletons and prostheses);
robot as a power tool that expands human capabilities;
an avatar robot, which is, a piece of equipment remotely controlled by a an affiliate hard-to-reach places;
social interaction which has a person, like voice assistants and chat bots.
The Emotional Robot: How a Startup is Changing the Customer Communications Industry
7. Manipulation robotics
The authors with the Sberbank report believe within the next 5yrs we are unlikely to determine a breakthrough in hardware technologies for robots ("hardware"), though the development of software will raise the capabilities and reduce the price of manipulation technology.
First of most, we have been discussing helping the feedback of sensors. Robot, grabbing a physical object, may have to inform the operator in greater detail about the weight, dimensions, compression force, etc. Also, new computer technologies will make it possible to program more technical trajectories of motion of manipulators.
8. Sensorics
One in the definitions in the thought of "robot", that the analysts of Sberbank abide by, says that it is a product that is certainly capable to perceive the entire world around it by making use of sensors, process the signals received in this way and react accordingly. Reducing the cost, simplifying and improving the capabilities of sensorics is one from the key trends inside continuing development of robotics inside the coming years.
9. Robosimulators
Large quantities of data are expected to practice robots. To receive them, it isn't necessary to develop a model of the robot - it sometimes could be economically unprofitable, often even dangerous for an individual. Therefore, the amount of advance of computer simulators of a robot will only increase while using expansion of automation.
10. New drive
Fundamentally, the principles of developing drive mechanisms are unlikely to switch, but even here the authors with the review locate a field for innovation. In addition to the new super-strong materials specified in the first paragraph, these may be new motors and gearboxes.
11. Autobot and production
Again, that is primarily about software innovation. Libraries of electronic components, high-quality digital diaries, virtual reality tools can simplify the item design process.
At the assembly stage, the progress of robotics will likely be stimulated through the emergence of latest materials, their decrease in price, plus the progression of 3D printing. It also requires optimization of software, that may make it easier and faster to generate new machines.