Claudio Semini

Dr. Claudio Semini

Dynamic Legged Systems lab, Istituto Italiano di Tecnologia (IIT), 16163 Genova, Italy
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Research Focus & Metrics

Academic Career Length

19Years (2008-Present)

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

Representative Publications

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1 August 2011 in Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering
Verified
Journal Article
Closed access
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CSClaudio Semini
Claudio Semini
NTN G Tsagarakis
N G Tsagarakis
EGE Guglielmino
E Guglielmino
MFMichele Focchi
Michele Focchi
Ferdinando CannellaFerdinando Cannella
Ferdinando Cannella
Darwin G. CaldwellDarwin G. Caldwell
Darwin G. Caldwell
A new versatile hydraulically powered quadruped robot ( HyQ ) has been developed to serve as a platform to study not only highly dynamic motions, such as running and jumping, but also careful navigation over very rough terrain. HyQ stands 1 m tall, weighs roughly 90 kg, and features 12 torque-controlled joints powered by a combination of hydraulic and electric actuators. The hydraulic actuation permits the robot to perform powerful and dynamic motions that are hard to achieve with more traditional electrically actuated robots. This paper describes design and specifications of the robot and presents details on the hardware of the quadruped platform, such as the mechanical design of the four articulated legs and of the torso frame, and the configuration of the hydraulic power system. Results from the first walking experiments are presented, along with test studies using a previously built prototype leg.

1 April 2017 in IEEE/ASME Transactions on Mechatronics
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Journal Article
Closed access
Jouni MattilaJouni Mattila
Jouni Mattila
JKJanne Koivumaki
Janne Koivumaki
DCDarwin G. Caldwell
Darwin G. Caldwell
CSClaudio Semini
Claudio Semini
This paper presents the recent advancements in the control of multiple-degree-of-freedom hydraulic robotic manipulators. A literature review is performed on their control, covering both free-space and constrained motions of serial and parallel manipulators. Stability-guaranteed control system design is the primary requirement for all control systems. Thus, this paper pays special attention to such systems. An objective evaluation of the effectiveness of different methods and the state of the art in a given field is one of the cornerstones of scientific research and progress. For this purpose, the maximum position tracking error |e|max and a performance indicator ρ (the ratio of |e|max with respect to the maximum velocity) are used to evaluate and benchmark different free-space control methods in the literature. These indicators showed that stability-guaranteed nonlinear model based control designs have resulted in the most advanced control performance. In addition to stable closed-loop control, lack of energy efficiency is another significant challenge in hydraulic robotic systems. This paper pays special attention to these challenges in hydraulic robotic systems and discusses their reciprocal contradiction. Potential solutions to improve the system energy efficiency without control performance deterioration are discussed. Finally, for hydraulic robotic systems, open problems are defined and future trends are projected.

10 October 2016 in IEEE/ASME Transactions on Mechatronics
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Journal Article
Closed access
CSClaudio Semini
Claudio Semini
VBVictor Barasuol
Victor Barasuol
JGJake Goldsmith
Jake Goldsmith
MFMarco Frigerio
Marco Frigerio
MFMichele Focchi
Michele Focchi
DCDarwin G. Caldwell
Darwin G. Caldwell
This paper presents the design of the hydraulically actuated quadruped robot HyQ2Max. HyQ2Max is an evolution of the 80 kg agile and versatile robot HyQ. Compared to HyQ, the new robot needs to be more rugged, more powerful and extend the existing locomotion skills with self-righting capability. Since the robot's actuation system has an impact on many aspects of the overall design/specifications of the robot (e.g., payload, speed, torque, overall mass, and compactness), this paper will pay special attention to the selection and sizing of the joint actuators. To obtain meaningful joint requirements for the new machine, we simulated seven characteristic motions that cover a wide range of required behaviors of an agile rough terrain robot, including trotting on rough terrain, stair climbing, push recovery, self-righting, etc. We will describe how to use the obtained joint requirements for the selection of the hydraulic actuator types, four-bar linkage parameters, and valve size. Poorly sized actuators may lead to limited robot capabilities or higher cost, weight, energy consumption, and cooling requirements. The main contributions of this paper are: 1) a novel design of an agile quadruped robot capable of performing trotting/crawling over flat/uneven terrain, balancing, and self-righting; 2) a detailed method to find suitable hydraulic cylinder/valve properties and linkage parameters with a specific focus on optimizing the actuator areas; and 3) to the best knowledge of the authors, the most complete review of hydraulic quadruped robots.

31 May 2016 in Autonomous Robots
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Journal Article
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MFMichele Focchi
Michele Focchi
APAndrea Del Prete
Andrea Del Prete
IHIoannis Havoutis
Ioannis Havoutis
RFRoy Featherstone
Roy Featherstone
Darwin G. CaldwellDarwin G. Caldwell
Darwin G. Caldwell
CSClaudio Semini
Claudio Semini

3 July 2020 in IEEE Transactions on Robotics
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Journal Article
Closed access
CMCarlos Mastalli
Carlos Mastalli
IHIoannis Havoutis
Ioannis Havoutis
MFMichele Focchi
Michele Focchi
Darwin G. CaldwellDarwin G. Caldwell
Darwin G. Caldwell
CSClaudio Semini
Claudio Semini
Planning whole-body motions while taking into account the terrain conditions is a challenging problem for legged robots since the terrain model might produce many local minima. Our coupled planning method uses stochastic and derivatives-free search to plan both foothold locations and horizontal motions due to the local minima produced by the terrain model. It jointly optimizes body motion, step duration and foothold selection, and it models the terrain as a cost-map. Due to the novel attitude planning method, the horizontal motion plans can be applied to various terrain conditions. The attitude planner ensures the robot stability by imposing limits to the angular acceleration. Our whole-body controller tracks compliantly trunk motions while avoiding slippage, as well as kinematic and torque limits. Despite the use of a simplified model, which is restricted to flat terrain, our approach shows remarkable capability to deal with a wide range of noncoplanar terrains. The results are validated by experimental trials and comparative evaluations in a series of terrains of progressively increasing complexity.

4 December 2017 in IEEE Robotics and Automation Letters
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Journal Article
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BABernardo Aceituno-Cabezas
Bernardo Aceituno-Cabezas
CMCarlos Mastalli
Carlos Mastalli
HDHongkai Dai
Hongkai Dai
MFMichele Focchi
Michele Focchi
ARAndreea Radulescu
Andreea Radulescu
CSClaudio Semini
Claudio Semini
Traditional motion planning approaches for multi-legged locomotion divide the problem into several stages, such as contact search and trajectory generation. However, reasoning about contacts and motions simultaneously is crucial for the generation of complex whole-body behaviors. Currently, coupling theses problems has required either the assumption of a fixed gait sequence and flat terrain condition, or non-convex optimization with intractable computation time. In this paper, we propose a mixed-integer convex formulation to plan simultaneously contact locations, gait transitions and motion, in a computationally efficient fashion. In contrast to previous works, our approach is not limited to flat terrain nor to a pre-specified gait sequence. Instead, we incorporate the friction cone stability margin, approximate the robot's torque limits, and plan the gait using mixed-integer convex constraints. We experimentally validated our approach on the HyQ robot by traversing different challenging terrains, where non-convexity and flat terrain assumptions might lead to sub-optimal or unstable plans. Our method increases the motion generality while keeping a low computation time.