HYFLIERS Project
HYbrid FLying-rollIng with-snakE-aRm robot for contact inSpection

European Commission logo

logo of the HYFLIERS project showing a styled representation of a hybrid robot: the letters for HYFLIERS are above a wheeled vehicle resembling a car, the letter Y is styled as drone rotors, and the letter S styled as an extension for inspection, with the upper end streched to the right with a styled inspection sensor at its end

News and Events

1 January 2022

HYFLIERS continues its activities until 30 September 2022. See also project page on CORDIS server.

logo of HYFLIERS project

28 May 2021

Total changed their name to TotalEnergies. This new identity highlights the strategic transformation of the company towards a broad energy company and a major player in the energy transition. See press release. TotalEnergies seamlessly continues their tasks within the consortium.

logo of TotalEnergies

17 Feb 2021

Prof. Vincenzo Lippiello and Prof. Bruno Siciliano of CREATE presented at TG1 (news on the main Italian public broadcast channel) achievements of HYFLIERS project. See the recording from minute 30:40.

a frame from the video showing Prof. Vincenzo Lippiello holding the circular tool used by the hybrid robot to inspect the pipe

13 Feb 2021

Prof. Vincenzo Lippiello of HYFLIERS spin-off Neabotics presented achievements from the project at TGR “Officina Italia” (regional news on technology on the Italian public broadcast channel). See the recording from minute 20:00.

a frame from the video showing the hybrid robot with its pipe inspection tool

2 Nov 2020

HYFLIERS paper by the Robotics, Vision and Control Laboratory (GRVC) of the University of Seville won the Best Application Paper award sponsored by ICROS at IROS 2020: A. Lopez-Lora, P.J. Sanchez-Cuevas, A. Suarez, A. Garofano-Soldado, A. Ollero, G. Heredia (2020) MHYRO: Modular HYbrid RObot for contact inspection and maintenance in oil & gas plants. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). On-line at https://www.iros2020.org/.

logo of the IROS 2020 conference

28 Oct 2020

GE Inspection Robotics (GEIR) is now a part of Waygate Technologies, a Baker Hughes business. See press release. Waygate Technologies Robotics (WTR) seamlessly continues their tasks within the consortium.

logo of Waygate Technologies Robotics

20-22 Mar 2019

HYFLIERS present at the European Robotics Forum (ERF2019), in Bucharest, Romania.

logo of the European Robotics Forum

13-15 Oct 2018

HYFLIERS at the Maker Faire Rome 2018, in Rome, Italy.

logo of the HYFLIERS project showing a styled representation of a hybrid robot: the letters for HYFLIERS are above a wheeled vehicle resembling a car, letter Y styled as drone rotors and letter S styled as an extension for inspection

13-15 Mar 2018

HYFLIERS present at the European Robotics Forum (ERF2018), in Tampere, Finland.

logo of the European Robotics Forum

10-11 Jan 2018

The project had its kick-off meeting in Oulu, Finland.

Picture of Oulu in winter: Photograph taken from Tuira, foreground with trees and snow on the ground, background with the city and the cathedral on the left

Overview

HYFLIERS (HYbrid FLying-rollIng with-snakE-aRm robot for contact inSpection) is a research and innovation action (RIA) of EU Horizon 2020 programme for advanced robot capabilities research and take-up, worth 3,9 million euro funding. HYFLIERS, running from 2018 to 2022, will develop the world's first industrial integrated robot with hybrid air and ground mobility with a long-reach hyper-redundant manipulator capable of reaching sites where no other robot can access, reducing the exposition of human inspectors to potentially dangerous working conditions. Targeting ultrasonic thickness measurements for oil and gas refineries and chemical plants, the results could be applied to many other robotic inspection technologies.

Use Case: Inspection Measurements

Image of an example petrochemical processing plant showing a lot of pipes, also at height. Grangemouth, Scotland. Creative Commons (CC). Source: pxhere.com
An example petrochemical processing plant. Grangemouth, Scotland. CC Public Domain. Source: pxhere.com, John McSporran.

In oil and gas production plants, all or part of the components are often subject to degradation caused by exposure to the environment or products within the production process. Excessive pipe corrosion may lead to accidents, including catastrophic failures with explosions and release of toxic products, thus having impact on safety, environment and availability of the plant. Inspection processes for thickness measurements ensure that plants are in safe operating condition or provide alerts to execute necessary corrective actions. These measurements are traditionally executed by personnel that requires access to specific locations. Typically, more than 50% (and up to 90%) of these activities are carried out by working at elevated locations with the use of ladders, scaffold, rope access or cranes, and sometimes in presence of high temperatures or toxic materials. Obviously, this causes considerable costs for ensuring safety of inspection personnel but in some cases, casualties may occur. Moreover, anxiety and exposure to dangerous locations affects concentration and promote human errors.

There are safety, quality and cost drivers for novel inspection methods.

Top Objective and Approach

Problem: Manned inspection of pipes causes higher operating expenditures (OpEx) and higher probability of injuries. HYFLIERS targeted innovations: Semi-automated pipe inspection to have lower OpEx and aiming at zero injuries

The top objective is to reduce inspection costs and improve safety by exploiting a robotic inspection system. The technology results will be validated in the inspection of pipes, which is a very relevant short-term application, but the results of the project could be also applied to other industrial scenarios, such as power generation plants.

HYFLIERS sytem: hybrid robot including hybrid vehicle, arm and sensor; portable control unit in the hands on the inspection operator; a mobile support robotic platform interacting with the above elements and the fixed plant centre

HYFLIERS will address the above objectives by studying, designing, developing and testing a robotic system including prototypes for the first worldwide hybrid aerial/ground robot with a hyperredundant lightweight robotic articulated arm equipped with an inspection sensing sub-system and a ground support unit for efficient and safe inspection in industrial sites. The robot will be equipped with interfaces for teleoperation, but it will also possess automatic collision detection and avoidance. This will ensure accurate positioning, guidance, landing and rolling on constrained surfaces, such as pipes. The control system also integrating environment perception and aerodynamic control will moreover include a mission planning system to optimise the use of the robot in the inspection and therefore bringing energy savings.

Prototype A: Hybrid Mobile Robot

HMR with propellers open
the HMR with propellers retracted

With the HMR prototype, the hybrid robot moves itself to bring the sensor to the inspection site.

The HMR has tilted propellers for improved manoeuvrability plus assisting stability on the pipe (lateral thrust).

HMR with propellers openThe HMR exploits magnetic attraction for stability on the pipe, and realises magnetic force modulation (varying air gap) for landing/take-off.

Prototype B: Hybrid Robot with Arm

the HRA inspecting at 6:00 hours position
the HRA stabilising itself

With the HRA prototype, the arm brings the sensor on its end effector to the inspection site, but the vehicle can also crawl over the pipe. Stability of the HRA on pipe is achieved by propeller tilting and by moving the system's centre of gravity (also including batteries displacement).

Operation Support System

The operation support system includes a mobile platform for navigation support, battery recharge and couplant refill, also supporting data communication and processing.

Consortium

The consortium is composed of eight partners from five countries (Finland, Spain, Italy, France and Switzerland), including high reputation universities, research institutes, industrial partners with research and innovation development capabilities, and two world leading oil and gas industrial companies.

logo UOULU

University of Oulu

Finland

www.oulu.fi

www.oulu.fi/bisg

logo USE

University of Seville

Spain

www.us.es

grvc.us.es

logo Chevron Oronite

Chevron Oronite

France

www.oronite.com

logo TotalEnergies

TotalEnergies

France

www.totalenergies.com

logo CREATE

Consorzio CREATE

Italy

www.create.unina.it

www.prisma.unina.it

Logo FADA-CATEC

FADA-CATEC

Spain

www.catec.aero

Logo WTR

Waygate Technologies Robotics

Switzerland

inspection-robotics.com

logo DASEL

Dasel sistemas

Spain

www.daselsistemas.com

Results

Achievements

Public Deliverables

pdf
D8.1 Röning J, ed.; Röning J, Celentano U (2018) Project presentation. Project Deliverable D8.1 (R, PU). 31 Jan. 7 pp. pdf
D7.1 Ollero A, ed.; Celentano U, Röning J, et al. (2018) HYFLIERS project website. Project Deliverable D7.1 (R, PU). 31 Mar. 11 pp. pdf
D7.2 Ollero A, Zesch W, Celentano U, eds.; Röning J, Celentano U, Pitkänen V, Heredia G, Brown R, Corbineau S, Lippiello V, Viguria A, Zesch W (2018) HYFLIERS dissemination and exploitation plan. Project Deliverable D7.2 (R, PU). 31 Mar. 16 pp. pdf
D8.2 Röning J, ed.; Celentano U (2018) Data management plan. Project Deliverable D8.2 (R, PU). 29 Jun. 9 pp. pdf
D2.1 Ollero A, ed. (2019) Design of the hybrid robot. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D2.1 (R, PU). Jun.
D3.1 Lippiello V, ed. (2019) Lightweight hyper-redundant robotic arm for aerial inspection tasks. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D3.1 (R, PU). Jun. pdf
D4.1 Celentano U, ed. (2019) Measurement data management service and path planning algorithm. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D4.1 (R, PU). Jun. pdf
D7.3 Kydd K, Ollero A, Celentano U, eds., Röning J, Celentano U, Ollero A, Heredia G, Brown R, Corbineau S, Lippiello V, Viguria Jiménez A, Alarcón F, Schmid R, Giacchetta R (2019) HYFLIERS Dissemination and Exploitation Report P1. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D7.3 (PU). Jun. pdf
D3.2 Lippiello V, ed. (2020) Human-friendly remote-control modalities and in-terfaces of a hyper-redundant robotic arm. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D3.2 (R, PU). Dec. pdf
D4.2 Celentano U, ed. (2020) Navigation support system and operator interface. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D4.2 (R, PU). Dec. pdf
D7.4 Heredia G, ed. (2021) HYFLIERS Dissemination and Exploitation Report P2. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D7.4 (R, PU). May. pdf
D3.3 Lippiello V, ed. (2021) Visual-force control techniques of a hybrid mobile-aerial platform endowed with a robotic arm for au-tonomous inspection with physical interaction. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D3.3 (R, PU). Nov. pdf
D2.2 Heredia G, ed. (2022) Prototypes of the hybrid robots. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D2.2 (DEM, PU). Mar. pdf
D4.3 Celentano U, ed. (2022) Support platform and services. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D4.3 (R, PU). May. pdf
D5.1 Sánchez Cuevas P, ed. (2022) Hybrid robot hardware integration. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D5.1 (DEM, PU). May. pdf
D5.3 Sánchez Cuevas P, ed. (2022) Results of the preliminary testing of the integrated system. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D5.3 (R, PU). Jul. pdf
D6.1 Brown R, ed. (2022) Prototype HMR test protocol, test report, data analysis and conclusions. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D6.1 (R, PU). Sep. pdf
D6.2 Corbineau S, ed. (2022) Prototype HRA test protocol, test report, data analysis and conclusions. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D6.2 (R, PU). Sep. pdf
D7.5 Heredia G, ed. (2022) HYFLIERS Dissemination and Exploitation Final Report. H2020-ICT-25-2016-2017 779411 HYFLIERS Project Deliverable D7.4 (R, PU). Sep. pdf

Articles and presentations

Röning J (2018) Hybrid flying-rolling with snake arm robot for oil and gas plant inspection: The HYFLIERS H2020 project. IEEE International Conference on Robotics and Automation (ICRA), Workshop on Aerial Robotic Inspection and Maintenance: Research Challenges, Field Experience and Industry Needs. 25 May, Brisbane, Australia.
Brown R, Röning J (2018) HYFLIERS: UT inspections at height in congested pipe racks. SPRINT Robotics, World Conference for Inspection and Maintenance Robotics. 13-14 Nov, Galveston, Texas, USA.
Yu Y, Lippiello V (2019) 6D pose task trajectory tracking for a class of 3D aerial manipulator from differential flatness. IEEE Access vol. 7, Apr. pdf
Ruggiero F, Lippiello V, Ollero A (2018) Aerial manipulation: A literature review. IEEE Robotics and Automation Letters, vol. 3 no. 3, Jul. pdf
Caballero A, Bejar M, Ollero A (2018) On the use of velocity adaptation to outperform the motion planning with dynamics awareness in aerial long-reach manipulators with two arms. International Conference on Unmanned Aircraft Systems (ICUAS), pp. 1125–1133.
Ramon-Soria P, Gomez-Tamm AE, Garcia-Rubiales FJ, Arrue BC, Ollero A (2019) Autonomous landing on pipes using soft gripper for inspection and maintenance in outdoor environments. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Nov, Macao, China. pdf
Sanchez-Cuevas PJ, Martín V, Heredia G, Ollero A (2019) Multirotor aerodynamic effects close to obstacles: Modelling and mapping. ROBOT Iberian Robotics Conference, Nov, Porto, Portugal. pdf
Nekoo SR, Acosta JA, Ollero A (2019) Fully coupled six-DoF nonlinear suboptimal control of a quadrotor: Variable-pitch rotor design. ROBOT Iberian Robotics Conference, Nov, Porto, Portugal. pdf
Ramon-Soria P, Arrue BC, Ollero A (2019) A 3D-printable docking system for aerial robots: Controlling aerial robotic manipulators in outdoor industrial applications. IEEE Robotics and Automation Magazine vol. 26, no. 1, pp. 44-53 March. pdf
F. J. Garcia-Rubiales, P. Ramon-Soria, B. C. Arrue and A. Ollero, "Magnetic detaching system for Modular UAVs with perching capabilities in industrial environments," 2019 Workshop on Research, Education and Development of Unmanned Aerial Systems (RED UAS), 2019, pp. 172-176, doi:10.1109/REDUAS47371.2019.8999704
P. Ramon-Soria, A. E. Gomez-Tamm, F. J. Garcia-Rubiales, B. C. Arrue and A. Ollero, "Autonomous landing on pipes using soft gripper for inspection and maintenance in outdoor environments," 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019, pp. 5832-5839. doi:10.1109/IROS40897.2019.8967850 zenodo:3647962
S. R. Nekoo, J. Á. Acosta, A. E. Gomez-Tamm and A. Ollero, "Optimized Thrust Allocation of Variable-pitch Propellers Quadrotor Control: A Comparative Study on Flip Maneuver," 2019 Workshop on Research, Education and Development of Unmanned Aerial Systems (RED UAS), 2019, pp. 86-95. doi:10.1109/REDUAS47371.2019.8999681 zenodo:3685593
M. Perez, A. Suarez, G. Heredia and A. Ollero, "Positioning System for Pipe Inspection with Aerial Robots Using Time of Flight Sensors". In: Silva, M., Luís Lima, J., Reis, L., Sanfeliu, A., Tardioli, D. (eds) Robot 2019: Fourth Iberian Robotics Conference. Advances in Intelligent Systems and Computing, vol 1092. Springer, Cham. doi:10.1007/978-3-030-35990-4_2 zenodo:3648017
P. J. Sanchez-Cuevas, V. Martín, G. Heredia and A. Ollero, "Aerodynamic Effects in Multirotors Flying Close to Obstacles: Modelling and Mapping". In: Silva, M., Luís Lima, J., Reis, L., Sanfeliu, A., Tardioli, D. (eds) Robot 2019: Fourth Iberian Robotics Conference. Advances in Intelligent Systems and Computing, vol 1092. Springer, Cham. doi:10.1007/978-3-030-35990-4_6 zenodo:3647908
A. Ramos, P. J. Sanchez-Cuevas, G. Heredia and A. Ollero, "Spherical fully covered UAV with autonomous indoor localization". In: Silva, M., Luís Lima, J., Reis, L., Sanfeliu, A., Tardioli, D. (eds) Robot 2019: Fourth Iberian Robotics Conference. Advances in Intelligent Systems and Computing, vol 1092. Springer, Cham. doi:10.1007/978-3-030-35990-4_29 zenodo:3647952
A. Caballero, P. J. Sanchez-Cuevas, M. Bejar, G. Heredia, M. A. Trujillo and A. Ollero, "An Aerodynamic Extension for Motion Planning with Dynamics Awareness in Aerial Long-Reach Manipulators", International Journal of Aerospace Engineering, vol. 2020, Article ID 6348035, 17 pages, 2020. doi:10.1155/2020/6348035 hindawi:ijae/2020/6348035.pdf
Suarez, A. Caballero, A. Garofano, P. J. Sanchez-Cuevas, G. Heredia and A. Ollero, "Aerial Manipulator with Rolling Base for Inspection of Pipe Arrays," IEEE Access, vol. 8, pp. 162516-162532, 2020. doi:10.1109/ACCESS.2020.3021126 zenodo:4460258
A. Lopez-Lora, P. J. Sanchez-Cuevas, A. Suarez, A. Garofano-Soldado, A. Ollero and G. Heredia, "MHYRO: Modular HYbrid RObot for contact inspection and maintenance in oil & gas plants," 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020, pp. 1268-1275, IROS 2020 Best Application Paper Award. doi:10.1109/IROS45743.2020.9341639 zenodo:4460438
S. R. Nekoo, J. Á. Acosta and A. Ollero, "Collision Avoidance of SDRE Controller using Artificial Potential Field Method: Application to Aerial Robotics," 2020 International Conference on Unmanned Aircraft Systems (ICUAS), 2020, pp. 551-556. doi:10.1109/ICUAS48674.2020.9213984 zenodo:4461062
Röning, Juha; Celentano, Ulrico (2021) Robotic inspection of oil and gas plants by hybrid unmanned vehicle and mobile ground support platform. In: Sergey Balandin, Juha Röning, Tatiana Shatalova (Eds.) Proceedings of the FRUCT'30, Oulu, Finland, 27-29 October 2021, (pp. 406-408). urn.fi:fe2022032424859 fruct (open access)
F.J. Garcia-Rubiales, P. Ramon-Soria, B.C. Arrue and A. Ollero, "Soft-Tentacle Gripper for Pipe Crawling to Inspect Industrial Facilities Using UAVs", Sensors 2021, 21, 4142. doi:10.3390/s21124142 mdpi (Open Access)
Suarez, M. Perez, G. Heredia and A. Ollero, "Cartesian Aerial Manipulator with Compliant Arm". Applied Sciences 2021, 11, 1001. doi:doi.org/10.3390/app11031001 mdpi (Open Access)
F.J. Garcia Rubiales, P. Ramon Soria, B.C. Arrue and A. Ollero, "Soft-Tentacle Gripper for Pipe Crawling to Inspect Industrial Facilities Using UAVs". Sensors 2021, 21, 4142. doi:10.3390/s21124142 mdpi (Open Access)
S. R. Nekoo, J. Á. Acosta, G. Heredia and A. Ollero, "A benchmark mechatronics platform to assess the inspection around pipes with variable pitch quadrotor for industrial sites", Mechatronics, Vol. 79, 2021, Article 102641. doi:10.1016/j.mechatronics.2021.102641" zenodo:5184684
Celentano, U.; Kauppinen, M.; Röning, J. (2021) Ground Support for Drone-based Industrial Inspections. 1st AIRPHARO Workshop on Aerial Robotic Systems Physically Interacting with the Environment. AIRPHARO Workshop on Aerial Robotic Systems Physically Interacting with the Environment. doi:10.1109/AIRPHARO52252.2021.9571042>
S. R. Nekoo, P. J. Sanchez Cuevas, J. Á. Acosta, G. Heredia and A. Ollero, "Experimental Investigation of Soft-Landing of Quadrotors via Induced Wind Modeling Approach," 2021 Aerial Robotic Systems Physically Interacting with the Environment (AIRPHARO), 2021. 10.1109/AIRPHARO52252.2021.9571054 zenodo:5642474
S. R. Nekoo, J. Á. Acosta, G. Heredia and A. Ollero, "Soft-Landing of Multi-Rotor Drones using a Robust Nonlinear Control and Wind Modeling," 2021 International Conference on Unmanned Aircraft Systems (ICUAS), 2021, pp. 1070-1079. doi:10.1109/ ICUAS51884.2021.9476763 zenodo:4916555
Röning J, Celentano U (2022) Hybrid robots for safe and effective oil and gas pipe inspection. International Conference on Intelligent Robots and Systems (IROS). 23-27 October. Kyoto, Japan. jultika
F. Ruiz, B. Arrue and A. Ollero, "A flexible propelled arm: Mechanical considerations for the use in UAVs," 2022 International Conference on Unmanned Aircraft Systems (ICUAS), 2022, pp. 1047-1055. doi:10.1109/ICUAS54217.2022.9836149 arxiv:2204.13987
S. R. Nekoo, J. Á. Acosta and A. Ollero, "Geometric control using the state-dependent Riccati equation: application to aerial-acrobatic maneuvers", International Journal of Control, 95:7, 1875-1887, 2022. doi:10.1080/00207179.2021.1881165 zenodo:4616742
S. R. Nekoo, J. Á. Acosta and A. Ollero, "Quaternion-based state-dependent differential Riccati equation for quadrotor drones: Regulation control problem in aerobatic flight", Robotica, 40(9), 3120-3135, 2022. doi:10.1017/S0263574722000091 zenodo:6135692
S. R. Nekoo, J. Á. Acosta and A. Ollero, "Gravity compensation and optimal control of actuated multibody system dynamics", IET Control Theory Appl., Vol. 16, pp. 79-93, 2022. doi:10.1049/cth2.12206 zenodo:6135692
S. R. Nekoo, J. Á. Acosta, G. Heredia and A. Ollero, "A PD-Type State-Dependent Riccati Equation with Iterative Learning Augmentation for Mechanical Systems," in IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 8, pp. 1499-1511, 2022. doi:10.1109/ JAS.2022.105533 zenodo:6523679
F. Ruiz, B. C. Arrue and A. Ollero, "SOPHIE: Soft and Flexible Aerial Vehicle for Physical Interaction with the Environment," IEEE Robotics and Automation Letters, vol. 7, no. 4, pp. 11086-11093, Oct. 2022. doi:10.1109/LRA.2022.3196768 arxiv:2205.12883
A. Caballero, M. Bejar, G. Heredia and A. Ollero, "Hybrid motion planning with dynamics awareness for aerial-ground robots in industrial inspection and maintenance", Robotics and Autonomous Systems, Submitted.

Other dissemination

Röning J, Ollero A (2018) Flying robot gets wheels and arm. Interview by Mikkola A, Finnish newspaper Kaleva (in Finnish). 11 Jan.
Röning J, et al. (2018) Presentation of HYFLIERS project. European Robotics Forum (ERF 2018). Tampere, Finland. 13-15 Mar.
Lippiello V (2018) HYFLIERS: HYbrid FLying-rollIng with-snakE-aRm robot for contact inSpection. Maker Faire Rome, 12-14 Oct, Rome, Italy.
Lippiello V, Röning J (2018) Drones beyond the hobby. Maker Faire Rome, 13 Oct, Rome, Italy.
Brown R, Röning J (2019) Hyfliers – UT inspections at height in congested pipe racks​. European Robotics Forum (ERF), Aerial Robotics Technologies and Applications. 20-22 March, Bucharest, Romania.
Röning, Juha (2020) Combining aerial and ground robot to solve inspection tasks in refineries. European Robotics Forum (ERF). Malaga, Spain, 3 March. Presentation.
Röning, Juha, et al. (2020) HYFLIERS: Hybrid flying-rolling with-snake-arm robot for contact inspection. European Robotics Forum (ERF). Malaga, Spain, March. Poster.
Röning, Juha, et al. (2020) HYFLIERS: Project overview and current achievements. International Conference on Robotics and Automation (ICRA). Online, May-August. Video.

Contacts

Prof. Juha Röning

Project Coordinator

Dr. Ulrico Celentano

Technical Coordinator