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Researchers develop machine-learning technique that can efficiently learn to control a robot

Researchers from MIT and Stanford University have devised a new machine-learning approach that could be used to control a robot, such as a drone or autonomous vehicle, more effectively and efficiently in dynamic environments where conditions can change rapidly.

Wet surface? No problem for gecko adhesion based robot

Geckos' unique ability to climb across anything from a dry desert floor to a cold mountain top without leaving any sticky residue behind is the inspiration for many wall crawling robots, but for the first time researchers at Carnegie Mellon University have introduced it to water.

Psychology graduate explores human preferences when considering autonomous robots as companions, teammates

With the fierce debate broiling over the promise versus perceived dangers of Artificial Intelligence (AI) and autonomous robots, Nicole Moore of the University of Alabama in Huntsville (UAH) has had a study published that is especially timely.

A polyamide-based soft jellyfish robot actuated by a shape memory alloy

In recent decades, roboticists have been developing increasingly sophisticated robots inspired by nature and living organisms. By realistically emulating biological processes and animal behaviors, these robots can often navigate different environments and tackle real-world problems in highly effective ways.

Heat-resistant drone could scope out and map burning buildings and wildfires

By Hayley Dunning and Caroline Brogan

The prototype drone, called FireDrone, could be sent into burning buildings or woodland to assess hazards and provide crucial first-hand data from danger zones. The data would then be sent to first responders to help inform their emergency response.

The drone is made of a new thermal aerogel insulation material and houses an inbuilt cooling system to help it withstand temperatures of up to 200°C for ten minutes. Currently at prototype stage, the researchers believe FireDrone could eventually be used to scope out fires for people and extra hazards to bolster firefighting.

Principal Investigator Professor Mirko Kovac, Director of the Aerial Robotics Lab at Imperial College London and Head of the Laboratory of Sustainability Robotics at Empa, said: “Until they enter the danger zone, firefighters can’t be certain of what or who they’ll find, and what challenges they’ll encounter.

“FireDrone could be sent in ahead to gather crucial information so that responders can prepare accordingly to keep themselves safe and potentially save more lives.”

– Professor Mirko Kovac

Animal-inspired trailblazers

Drones are already used from afar in firefighting to take aerial footage, hoist fire hoses up skyscrapers, or drop fire retardant in remote areas to slow the spread of wildfires. However, current drones developed for firefighting are unable to fly much closer lest their frames melt and their electronics fail.

Based on interviews with firefighters, the researchers knew drones that could get much closer could help to prepare first responders for entering burning buildings or woodland. Drones equipped with cameras and carbon dioxide (CO2) sensors, for example, could provide crucial information about the layout and composition of fires.

They looked to animals that live in extreme temperatures like the penguin, arctic fox, and spittlebug, for inspiration. All these have appropriate layers of fat, fur, or produce their own layers of thermoregulating material that allow them to thrive in extreme conditions.

Inside the drone, showing the layer of aerogel. Credit: Empa

To build the drone, they created a protective structural shell made of lightweight, thermally super-insulating materials like polyimide aerogel, and glass fibres. They coated this with super-reflecting aluminium to reflect heat. The super-insulation prevents the materials from shrinking and pore structures from degrading after exposure to high temperatures.

Within the protective exoskeleton, they placed the temperature-sensitive components, such as regular and infrared cameras, CO2 sensors, video transmitters, flight controllers, batteries, and radio receivers. They also used the release and evaporation of gas from the CO2 sensors to build a cooling system to keep temperatures down.

Temperature extremes

They tested the drone in temperature-controlled chambers and flew it close to flames at a firefighter training centre. They hope that their further work to miniaturise and add more sensors to the drone might lead to its deployment in real-life firefighting missions and help save lives.

FireDrone can also be used in extreme cold environments, in polar regions and in glaciers. The team has also tested the robot in a glacier tunnel in Switzerland to study how the system behaves in very cold temperatures.

FireDrone tested in a glacier

Although FireDrone is at prototype stage, the researchers say it is a step forward for the development of other drones that can withstand extreme temperatures and the team is now validating the technology with key industrial stakeholders and partners.

Professor Kovac said: “The application of drones is often limited by environmental factors like temperature. We demonstrate a way to overcome this and are convinced our findings will help to unleash the future power of drones for extreme environments”.

“Deploying robots in extreme environments provides great benefits to reducing risks to human lives, and who better to look to than animals that have evolved their own ways of adapting to these extremes using inspirating from how animals keep cool in heat.”

Robo-Insight #2

Source: OpenAI’s DALL·E 2 with prompt “a hyperrealistic picture of a robot reading the news on a laptop at a coffee shop”

Welcome to the 2nd edition of Robo-Insight, a biweekly robotics news update! In this post, we are excited to share a range of remarkable advancements in the field, showcasing progress in hazard mapping, surface crawling, pump controls, adaptive gripping, surgery, health assistance, and mineral extraction. These developments exemplify the continuous evolution and potential of robotics technology.

Advancing hazard mapping through robot collaboration

In the domain of hazard mapping, researchers have developed a collaborative scheme that utilizes both ground and aerial robots for hazard mapping of contaminated areas. The team improved the quality of density maps and lowered estimation errors by using a heterogeneous coverage control technique. In comparison to homogeneous alternatives, the strategy optimizes the deployment of robots based on each one’s unique characteristics, producing better estimation values and shorter operation times. This study has important ramifications for hazard response tactics, enabling collaborative robot systems to map hazardous compounds in a more effective and precise manner.

An environment where the model is simulated. Source.

A new bioinspired crawler robot

And speaking of ground robots, a special soft robot created by researchers from Carnegie Mellon University, combines the gait patterns of sea stars and geckos. This innovative robot demonstrates enhanced crawling ability on different surfaces, including slopes, by utilizing limb motion inspired by sea stars and adhesive patches inspired by geckos. The robot’s capability to adhere to surfaces and navigate is achieved through the integration of pneumatic actuators and specially designed gecko patches. This breakthrough in soft robotics holds potential for a wide range of applications, particularly in aquatic environments.

Bioinspiration images. Source.

New pumps for soft robots used for cocktails

Also in relation to soft robotics, Harvard University researchers have created a compact, soft peristaltic pump that addresses the major challenge of bulky and rigid power components in the field of soft robotics. The pump can handle a variety of fluids with various viscosities and has changeable pressure flow thanks to electrically operated dielectric elastomer actuators. The pump can be used to make cocktails. However, its application is also far greater as it can be used in manufacturing, biological therapies, and food handling because of its small size and adaptability. The advancement creates new opportunities for soft robots to carry out delicate jobs and maneuver through challenging conditions.

The soft pump that can power the robots. Source: Harvard

Robotic fingertips with shape-shifting capabilities

Shifting our focus to robotic gripping, using vitrimeric shape memory polymers, researchers from Brubotics, Vrije Universiteit Brussel, and Imec have created form-adaptive fingertips for robotic grippers. When subjected to particular circumstances, these polymers can reversibly alter their mechanical characteristics. For delicate objects, the fingertips are curled, while hard bodies have straight fingertips. By heating the shape-adaptive fingertips over their glass transition temperature and reshaping them with outside forces, the fingertips can be programmed. The researchers showed that the fingertips can grab and move objects of various forms, showing promise for adaptive sorting and production lines.

The Shape Adaption process, Source

ChatGPT used as a key tool for advancing robotic surgery

In the field of robotic surgery, to improve the accessibility and functionality of the da Vinci Surgical Robot, researchers at Wayne State University recently developed a ChatGPT-enabled interface. The ChatGPT language model’s strength enables the system to comprehend and react to the surgeon’s natural language commands. The implementation enables commands like tracking surgical tools, locating tools, taking photos, and starting/stopping video recording, providing straightforward and user-friendly interaction with the robot. Even though the system’s accuracy and usefulness showed promise, there are still issues to be resolved, such as network latency, errors, and control over model replies. The long-term effects and prospective influence of the natural language interface in surgical settings need to be assessed through additional research and development.

This shows the process the model goes through. Source

Wearable robot that could act as a personal health assistant

And speaking of robots in healthcare, researchers from the University of Maryland have developed Calico, a small wearable robot that can attach to clothing and perform various health assistance tasks. Weighing just 18 grams, Calico can act as a stethoscope, monitor vital signs, and guide users through fitness routines. By embedding neodymium magnets into the clothing track, the robot can determine its location and plan a path across the body. With a 20-gram payload capacity and speeds of up to 227 mm/s, Calico offers promising potential for healthcare monitoring and assistance in the future.

Calico over clothing. Source: University of Maryland

Swiss robots join forces for mineral exploration

Finally, in the realm of lunar material extraction, Legged robots are being developed by Swiss engineers from ETH Zurich as part of ground-breaking research to get them ready for mineral prospecting trips to the moon. The researchers are teaching the robots teamwork in order to guarantee their usefulness even in the case of faults. The team intends to maximize productivity and account for any shortcomings by combining experts and a generalist robot outfitted with a variety of measuring and analytical tools. The robots’ autonomy will also be improved by the researchers, allowing them to delegate jobs to one another while yet preserving control and intervention choices for operators.

An image of the trio of legged robots during a test in a Swiss gravel quarry. (Photograph: ETH Zurich / Takahiro Miki) Source: ETH Zurich

These recent advancements across different domains demonstrate the diverse and evolving nature of robotics technology, opening up new possibilities for applications in various industries. The continuous progress in robotics showcases the innovative efforts and potential impact that these technologies hold for the future.

Sources:

  1. Agung Nugroho Jati, Bambang Riyanto Trilaksono, Muhammad, E., & Widyawardana Adiprawita. (2023). Collaborative ground and aerial robots in hazard mapping based on heterogeneous coverage.
  2. Acharya, S., Roberts, P., Rane, T., Singhal, R., Hong, P., Ranade, V., Majidi, C., Webster-Wood, V., & Reeja-Jayan, B. (2023, June 16). Gecko adhesion based sea star crawler robot.
  3. Pump powers soft robots, makes cocktails. (n.d.). Seas.harvard.edu. Retrieved July 19, 2023.
  4. Kashef Tabrizian, S., Alabiso, W., Shaukat, U., Terryn, S., Rossegger, E., Brancart, J., Legrand, J., Schlögl, S., & Vanderborght, B. (2023, June 30). VITRIMERIC shape memory polymer-based fingertips for adaptive grasping. Frontiers.
  5. Pandya, A. (2023). ChatGPT-Enabled daVinci Surgical Robot Prototype: Advancements and Limitations. Robotics12(4), 97.
  6. A Wearable Robotic Assistant That’s All Over You. (n.d.). Robotics.umd.edu. Retrieved July 19, 2023.
  7. Robot team on lunar exploration tour. (2023, July 12).

     

A new exoskeleton to support workers in railways maintenance and renewal operations

A back support exoskeleton has been developed at the Istituto Italiano di Tecnologia (Italian Institute of Technology—IIT) to improve railway workers' safety and conditions for heavy manual material handling during maintenance and renewal operations.
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