Giovanni Berselli

Prof. Giovanni Berselli

Department of Mechanical, Energy, Management and Transportation Engineering, Polytechnic School, University of Genoa, 16145 Genoa, Italy
orcid

Research Focus & Metrics

Academic Career Length

20Years (2007-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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30 April 2014 in The International Journal of Robotics Research
Verified
Journal Article
Closed access
Gianluca PalliGianluca Palli
Gianluca Palli
CMC. Melchiorri
C. Melchiorri
GVG. Vassura
G. Vassura
USU. Scarcia
U. Scarcia
LML. Moriello
L. Moriello
BSB. Siciliano
B. Siciliano
This paper summarizes recent activities carried out for the development of an innovative anthropomorphic robotic hand called the DEXMART Hand. The main goal of this research is to face the problems that affect current robotic hands by introducing suitable design solutions aimed at achieving simplification and cost reduction while possibly enhancing robustness and performance. While certain aspects of the DEXMART Hand development have been presented in previous papers, this paper is the first to give a comprehensive description of the final hand version and its use to replicate human-like grasping. In this paper, particular emphasis is placed on the kinematics of the fingers and of the thumb, the wrist architecture, the dimensioning of the actuation system, and the final implementation of the position, force and tactile sensors. The paper focuses also on how these solutions have been integrated into the mechanical structure of this innovative robotic hand to enable precise force and displacement control of the whole system. Another important aspect is the lack of suitable control tools that severely limits the development of robotic hand applications. To address this issue, a new method for the observation of human hand behavior during interaction with common day-to-day objects by means of a 3D computer vision system is presented in this work together with a strategy for mapping human hand postures to the robotic hand. A simple control strategy based on postural synergies has been used to reduce the complexity of the grasp planning problem. As a preliminary evaluation of the DEXMART Hand’s capabilities, this approach has been adopted in this paper to simplify and speed up the transfer of human actions to the robotic hand, showing its effectiveness in reproducing human-like grasping.

1 April 2013 in Mechatronics
Verified
Journal Article
Closed access
MPMarcello Pellicciari
Marcello Pellicciari
Giovanni BerselliGiovanni Berselli
Giovanni Berselli
FLF. Leali
F. Leali
Alberto VergnanoAlberto Vergnano
Alberto Vergnano

4 June 2013 in IEEE Robotics & Automation Magazine
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Journal Article
Closed access
CMClaudio Melchiorri
Claudio Melchiorri
Gianluca PalliGianluca Palli
Gianluca Palli
Giovanni BerselliGiovanni Berselli
Giovanni Berselli
GVGabriele Vassura
Gabriele Vassura
The replication of the human hand's functionality and appearance is one of the main reasons for the development of robot hands. Despite 40 years of research in the field [1], the reproduction of human capabilities, in terms of dexterous manipulation, still seems unachievable by the state-of-the-art technologies. From a design perspective, even defining the optimal functionalities of a robotic end-effector is quite a challenging task since possible applications of these devices span industrial robotics, humanoid robotics, rehabilitation medicines, and prosthetics, to name a few. Therefore, it is reasonable to think that the design solutions, which are well suited to a single domain, might not be readily taken as general guidelines. For example, industrial manipulators are often equipped with basic grippers, which are conceived so as to increase the throughput and the reliability, and are assumed to operate in structured environments. In this case, the enhanced manipulation skills and the subsequent cost increases must be carefully motivated by the application requirements.

18 November 2013 in IEEE Transactions on Automation Science and Engineering
Verified
Journal Article
Closed access
DMDavis Meike
Davis Meike
MPMarcello Pellicciari
Marcello Pellicciari
Giovanni BerselliGiovanni Berselli
Giovanni Berselli
This paper quantitatively reports about potential energy savings on robotic assembly lines for the automotive industry. At first, a detailed system model is described, which improves previously published results by explicitly considering both manipulator and electrical drive dynamics. The model closely captures experimental data in terms of actuation torques and servodrive voltages, which are directly used to derive the plant input power. Two practical methods are then evaluated for reducing the overall energy consumption. The methods rely on: 1) implementation of energy-optimal trajectories obtained by means of time scaling, concerning the robots' motion from the last process point to the home positions and 2) reduction of energy consumption by releasing the actuator brakes earlier when the robots are kept stationary. Simulation results, based on the production timing characteristics measured at a real plant, clearly shows that the system energy consumption can be effectively reduced without negative effects on the production rate. Note to Practitioners - The global industry trend towards sustainability demands energy optimization as a primary goal. Currently, industrial multirobot systems are not efficiently programmed as long as effective simulation tools are mostly lacking. In this context, a detailed model of the production line is proposed, which can be readily integrated into commercial tools for robot programming. Furthermore, the impact of practical optimization methods which are readily applicable to existing equipment is quantitatively highlighted. The key aspect of the proposed approach is that both the production rate of each cell and the robot hardware limitations are considered as strict constraints, so that no significant changes to the plant are required.

1 February 2011 in IEEE/ASME Transactions on Mechatronics
Verified
Journal Article
Closed access
Giovanni BerselliGiovanni Berselli
Giovanni Berselli
Rocco  Vertechy Rocco Vertechy
Rocco Vertechy
GVGabriele Vassura
Gabriele Vassura
VPVincenzo Parenti-Castelli
Vincenzo Parenti-Castelli
An analytical model and an operational procedure are presented, which make it possible to optimize conically shaped dielectric-elastomer linear actuators for known materials and desired force/stroke requirements. The actuators are obtained by coupling a dielectric elastomer film with a compliant frame which is sized by means of a pseudorigid body model. Depending on the frame design, the actuators can work monodirectionally or bidirectionally. Simulation and experimental results are provided which demonstrate the efficacy of the proposed design procedure and show that well-behaved conically shaped actuators can be conceived and produced.

12 June 2014 in The International Journal of Advanced Manufacturing Technology
Verified
Journal Article
Closed access
PDF file
FLFrancesco Leali
Francesco Leali
Alberto VergnanoAlberto Vergnano
Alberto Vergnano
Fabio PiniFabio Pini
Fabio Pini
MPMarcello Pellicciari
Marcello Pellicciari
Giovanni BerselliGiovanni Berselli
Giovanni Berselli