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Lorenzo Moriello

dblp:145/2459 · DBLP profile ↗
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9ranked-venue papers
2as first author
0since 2021 · last 2018
0000-0003-1727-7914ORCID · verified

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 9 · 2 first-authorSystems, architecture and hardware · 9 · 2 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
5 papers
Motion planning and robot control · 63% Robot manipulation · 37%

Topics — the 11 heaviest of 12, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Motion planning and robot control
robot control
0.522017
Feedforward control of Variable Stiffness Joints robots for vibrations suppression · ICRA 2017
Feedback linearization of variable stiffness joints based on twisted string actuators · ICRA 2015
Robotics › Motion planning and robot control › robot control › controller design
feedforward control
0.312017
Control of liquid handling robotic systems: A feed-forward approach to suppress sloshing · ICRA 2017
Robotics › Motion planning and robot control › robot control
vibration suppression
0.312017
Feedforward control of Variable Stiffness Joints robots for vibrations suppression · ICRA 2017
Robotics › Motion planning and robot control › robot control › nonlinear control
feedback linearization
0.212015
Feedback linearization of variable stiffness joints based on twisted string actuators · ICRA 2015
Robotics › Robot manipulation
grasping
0.212014
A three-fingered cable-driven gripper for underwater applications · ICRA 2014
Robotics › Robot manipulation
tactile sensing
0.212014
A new force/torque sensor for robotic applications based on optoelectronic components · ICRA 2014
Robotics › Robot manipulation › grasping › robotic gripper
underwater gripper
0.212014
A three-fingered cable-driven gripper for underwater applications · ICRA 2014
Robotics › Robot manipulation › actuator design › compliant actuator
variable stiffness joint
0.222017
Feedforward control of Variable Stiffness Joints robots for vibrations suppression · ICRA 2017
Feedback linearization of variable stiffness joints based on twisted string actuators · ICRA 2015
Robotics › Robot manipulation › flexible manipulator
flexible joint robot
0.112017
Feedforward control of Variable Stiffness Joints robots for vibrations suppression · ICRA 2017
Robotics › Robot manipulation › robot manipulator
compliant manipulator
0.112015
Feedback linearization of variable stiffness joints based on twisted string actuators · ICRA 2015
Robotics › Robot manipulation › force sensing
force/torque sensing
0.112014
A three-fingered cable-driven gripper for underwater applications · ICRA 2014

Methods — techniques the papers use, named apart from their topics

spherical pendulum model · 0.3exponential filter · 0.3decentralized control · 0.3continuous-time finite impulse response filter · 0.3twisted-string actuation · 0.2optoelectronic sensing · 0.2kinematic design · 0.2
YearPublicationVenuePosition
2018 A Plug-In Feed-Forward Control for Sloshing Suppression in Robotic Teleoperation Tasks
abstract
In this paper, the problem of suppressing sloshing dynamics in liquid handling robotic systems has been faced by designing a dynamic filter that starting from the desired motion of the liquid container calculates the complete position/orientation trajectory for the robot end-effector. Specifically, a design philosophy mixing a filtering technique that suppresses the frequency contributions of the reference motion that may cause liquid oscillations and an active compensation of lateral accelerations by a proper container re-orientation has been adopted. In principle, the latter contribution requires the knowledge of acceleration of the reference trajectory, but because of the use of an harmonic smoother that performs a shaping of the original motion, it is possible to obtain the value of the acceleration in runtime. In this way, the proposed methods can be applied also to reference motions that are not known in advance, e.g. commands directly provided by a human operator. This possibility has been demonstrated by means of a number of experimental tests in which the user teleoperates the robot carrying the container with the liquid by simply moving in the free space its hand, whose 3D position is detected by a motion capture system.
Luigi Biagiotti, Davide Chiaravalli, Lorenzo Moriello, Claudio Melchiorri
IROS3
2018 Toward the Next Generation of Robotic Waiters
abstract
The gap between human waiters and state-of-the-art robot systems that try to serve something to drink is often embarrassing, with the former able to manipulate glasses and trays or glasses on trays with incredible dexterity and the latter that move at incredible slowness. In this video, we want to show that robots can do it better by moving a bottle or a tankard full of beer that are simply placed on a flat steel plate connected the flange of a robot manipulator. The robot tracks the trajectory defined by a human operator that moves its hand in the 3D space, with a motion capture system that acquires in real time the position. A feed-forward controller, placed between the user and the robot and based on the combination of a smoother and proper orientation compensation, counteracts the lateral accelerations and suppress sloshing phenomena of the liquids. Eventually a camera mounted on the robot arm provides a visual feedback to the operator with monitoring purposes. The challenge for the operator was to drop the carried object. will the feed-forward control be robust enough to avoid this event, even at high speed? Watch the video and find out!
Lorenzo Moriello, Davide Chiaravalli, Luigi Biagiotti, Claudio Melchiorri
IROS1
2017 Feedforward control of Variable Stiffness Joints robots for vibrations suppression
abstract
This paper presents a new feedforward controller based on a continuous-time finite impulse response filter, designed to minimize the vibrations that usually affect robot manipulators with elastic joints. In particular, Variable Stiffness Joints (VSJ) robots are considered, since they are usually characterized by a very low level of damping which makes the problem of the oscillations quite important. The proposed approach allows to simplify the overall control structure of VSJ robots, which is based on a decentralized control of each servomotor, imposing the desired position and the desired stiffness at each joint, and on a novel feedforward control, filtering the reference signals. After analyzing some of the filter properties and the method for the parameters choice, experimental results on a VSJ robot demonstrate the importance of the proposed filtering action for minimizing vibrations and oscillations.
Luigi Biagiotti, Lorenzo Moriello, Claudio Melchiorri
ICRA2
2017 Control of liquid handling robotic systems: A feed-forward approach to suppress sloshing
abstract
This paper presents a feed-forward approach to reduce sloshing dynamics in liquid handling robotic systems. According to our solution, the dynamics of a liquid into an open vessel manipulated by a robot can be described by means of a spherical pendulum mechanical model. By doing this, the sloshing problem can be addressed as a vibration suppression problem for a second order system. More in details, the pendulum model is utilized to tune an exponential filter which shapes the reference trajectory for the robot, thus achieving a sloshing-free motion of the liquid inside the vessel.
Lorenzo Moriello, Luigi Biagiotti, Claudio Melchiorri, Andrea Paoli
ICRA1
2015 Feedback linearization of variable stiffness joints based on twisted string actuators
abstract
In this paper, an ongoing work for the implementation of a variable stiffness joint actuated by a couple of twisted string actuators in antagonistic configuration is reported. The twisted string actuation system is particularly suitable for very compact and light-weight robotic devices, like artificial limbs, exoskeletons and robotic hands, since it renders a very low apparent inertia at the load side, allowing the implementation of powerful tendon-based driving systems, using as actuators small-size DC motors characterized by high speed, low torque and very limited inertia. The basic properties of the twisted string actuation system are firstly presented, and the way how they are exploited for the implementation of a variable stiffness joint is discussed. A simple control algorithm for controlling the joint stiffness and position simultaneously is discussed, and a the feedback linearization of the device is taken into account and validated in simulation.
Gianluca Palli, L. Pan, Mohssen Hosseini, Lorenzo Moriello, Claudio Melchiorri
ICRA4
2015 A repetitive control scheme for industrial robots based on b-spline trajectories
abstract
In this paper, a novel repetitive control scheme is presented and discussed. The general framework is the control of repetitive tasks of robotic systems or, more in general, of automatic machines. The key idea of the proposed scheme consists in modifying the reference trajectory provided to the plant in order to compensate for external loads or unmodelled dynamics that cyclically affect it. By exploiting the dynamic filters for the B-spline trajectory planning, it has been possible to integrate the trajectory generation within a repetitive control scheme able to modify in real-time the reference signal with the aims of nullify interpolation errors. Experimental results obtained controlling two joints of a standard industrial manipulator are reported, showing the effectiveness of the proposed method.
Luigi Biagiotti, Lorenzo Moriello, Claudio Melchiorri
IROS2
2015 Modeling and identification of a variable stiffness joint based on twisted string actuators
abstract
In this paper, the implementation of a variable stiffness joint actuated by a couple of twisted string actuators in antagonistic configuration is presented. The twisted string actuation system is particularly suitable for very compact and light-weight robotic devices, like artificial limbs and exoskeletons, since it renders a very low apparent inertia at the load side, allowing the implementation of powerful tendon-based driving systems, using small-size DC motors characterized by high speed, low torque and very limited inertia. After the presentation of the basic properties of the twisted string actuation system, the way how they are used for the implementation of a variable stiffness joint is discussed. A simple PID-based motor-side algorithm for controlling simultaneously both the joint stiffness and position is discussed, then the identification of the system parameters is performed on an experimental setup for verifying the proposed model and control approach.
Gianluca Palli, Mohssen Hosseini, Lorenzo Moriello, Claudio Melchiorri
IROS3
2014 A three-fingered cable-driven gripper for underwater applications
abstract
In this paper, the design and experimental evaluation of a cable driven robotic gripper for underwater applications is presented. The gripper has three fingers and is characterised by a large workspace if compared with other similar devices reported in literature. Its kinematic configuration allows to execute both parallel and precision grasps on objects with very different dimensions. The gripper has 8 degrees of freedom actuated by only three motors by means of a suitable coupling of the joints obtained through the cable transmission. Moreover, in order to facilitate the execution of complex tasks, special force/torque sensors are mounted on the fingertips. The paper reports the main specifications deriving from the particular tasks in which the gripper is involved, and illustrates the proposed design solutions. Results obtained from real underwater experiments are provided as well, in order to demonstrate the capabilities of the gripper.
J. R. Bemfica, Claudio Melchiorri, Lorenzo Moriello, Gianluca Palli, Umberto Scarcia
ICRA3
2014 A new force/torque sensor for robotic applications based on optoelectronic components
abstract
In this paper, a novel force/torque sensor is presented. The sensor is based on optoelectronic components and therefore its design is relatively simple and reliable. The sensor design make it suitable for the integration in different robotic systems, such as e.g. the fingers of robotic hands. The basic principle and the design of the sensor are described in this paper, along with a specific prototype implemented for underwater applications. Experimental data are presented and discussed to illustrate the main features of the proposed sensor, and its use as an intrinsic tactile sensor is evaluated.
Claudio Melchiorri, Lorenzo Moriello, Gianluca Palli, Umberto Scarcia
ICRA2