Extracting FSA descriptions of robot behaviours from the dynamics of automatically designed controller networks

Automatic design has become a common approach to evolve complex networks, such as artificial neural networks (ANNs) and random boolean networks (RBNs), and many evolutionary setups have been discussed to increase the efficiency of this process. However networks evolved in this way have few limitations that should not be overlooked. One of these limitations is the black-box problem that refers to the impossibility to analyze internal behaviour of complex networks in an efficient and meaningful way. The aim of this study is to develop a methodology that make it possible to extract finite-state automata (FSAs) descriptions of robot behaviours from the dynamics of automatically designed complex controller networks. These FSAs unlike complex networks from which they're extracted are both readable and editable thus making the resulting designs much more valuable.

Virtual sensing technology applied to a swarm of autonomous robots.

This thesis proposes a novel technology in the field of swarm robotics that allows a swarm of robots to sense a virtual environment through virtual sensors. Virtual sensing is a desirable and helpful technology in swarm robotics research activity, because it allows the researchers to efficiently and quickly perform experiments otherwise more expensive and time consuming, or even impossible. In particular, we envision two useful applications for virtual sensing technology. On the one hand, it is possible to prototype and foresee the effects of a new sensor on a robot swarm, before producing it. On the other hand, thanks to this technology it is possible to study the behaviour of robots operating in environments that are not easily reproducible inside a lab for safety reasons or just because physically infeasible. The use of virtual sensing technology for sensor prototyping aims to foresee the behaviour of the swarm enhanced with new or more powerful sensors, without producing the hardware. Sensor prototyping can be used to tune a new sensor or perform performance comparison tests between alternative types of sensors. This kind of prototyping experiments can be performed through the presented tool, that allows to rapidly develop and test software virtual sensors of different typologies and quality, emulating the behaviour of several hardware real sensors. By investigating on which sensors is better to invest, a researcher can minimize the sensors’ production cost while achieving a given swarm performance. Through augmented reality, it is possible to test the performance of the swarm in a desired virtual environment that cannot be set into the lab for physical, logistic or economical reasons. The virtual environment is sensed by the robots through properly designed virtual sensors. Virtual sensing technology allows a researcher to quickly carry out real robots experiment in challenging scenarios without all the required hardware and environment.

Experimental characterization and modelling of a servo-pneumatic system for a knee loading apparatus

The new knee test rig developed in University of Bologna used pneumatic cylinder as actuator system. Specific characterization and modelling about the pneumatic cylinder and the related devices are needed in better controlling the test rig. In this thesis, an experimental environment for the related device is set up with data acquisition system using Real-time Windows Target, Simulink, MatLab. Based on the experimental data, a fitted model for the pneumatic cylinder friction is found.

Progetto e sviluppo di un banco prova per articolazioni protesiche attive ad un grado di libertà basato su programmable automation controller e motion capture

L'elaborato descrive il lavoro svolto in cinque mesi presso il Centro Protesi INAIL di Budrio (BO), che ha portato allo sviluppo di un banco prova per testare articolazioni elettromeccaniche. I dispositivi target, in particolare, sono stati due gomiti mioelettrici: il primo di produzione interna INAIL e il secondo prodotto da Selex ES in collaborazione con il Centro Protesi stesso. Per il controllo del movimento e l'acquisizione dei segnali elettrici si è scelto il PAC CompactRIO (National Instruments), mentre per le acquisizioni cinematiche di angolo e velocità angolare si è sfruttata la stereofotogrammetria.

Ottimizzazione di un'unita di controllo per protesi mioelettrica di arto superiore e confronto prestazionale tramite programmable automation controller e motion capture

Con il passare degli anni le tecnologie nel campo delle protesi mioelettriche di arto superiore stanno compiendo sempre più passi in avanti. In questo elaborato di tesi si darà un iniziale introduzione sulla protesica di arto superiore cercando di coprire tutte le possibili tipologie di protesi, prestando particolare attenzione agli arti artificiali mioelettrici. Gli scopi di questo studio sono in prima analisi una miglioria dell'unità di controllo di una protesi comandata da segnali elettromiografici di superficie, tramite l'utilizzo del nuovo IDE della Microchip (MPLAB X). In seconda analisi, invece, si attuerà un confronto prestazionale a livello di consumo in corrente di un prototipo di protesi mioelettrica nata dalla sinergia tra l'azienda "Selex ES" e il "Centro Protesi INAIL di Vigorso di Budrio". Per questo studio ci si è serviti di stereofotogrammetrica per la determinazione delle grandezze meccaniche, mentre tramite un sistema PAC si è riusciti ad ottenere specifiche grandezze elettriche. Lo studio ha portato, a livello di Firmware, l'inserimento del giusto comando di attuazione di un servofreno comandato in corrente e l'introduzione di una particolare modalità a basso consumo che consente un risparmio energetico di circa il 60% rispetto alla vecchia modalità. Discorso diverso per i risultati del confronto prestazionale che non ha portato ai risultati sperati in fase di progetto.

Autonomous Vehicle and Internet on Vehicles

In questa tesi mi occupo di spiegare come si comportano i veicoli autonomi per prendere tutte le decisioni e come i dati dei sensori di ogni auto vengono condivisi con la flotta di veicoli

Rdnet network - protocollo di comunicazione tra controller e pc tramite cavo lan

Questo documento presenta la relazione di una tesi in azienda svolta presso la ditta RCF spa a Reggio Emilia. La tesi consiste nell’apportare migliorie ad un software preesistente, che opera nel campo di dispositivi audio di diverse tipologie (es casse e mixer), i quali normalmente vengono utilizzati nel sistema d’impianto audio in un concerto. In particolare la nuova funzionalità sviluppata consiste nell’implementazione del protocollo di comunicazione tra controllore e PC mediante l’utilizzo di una connessione Ethernet.

Influence of adhesive thickness on adhesively bonded joints under fatigue loading

Research on adhesive joints is arousing increasing interest in aerospace industry. Incomplete knowledge of fatigue in adhesively bonded joints is a major obstacle to their application. The prediction of the disbonding growth is yet an open question. This thesis researches the influence of the adhesive thickness on fatigue disbond growth. Experimental testing on specimens with different thickness has been performed. Both a conventional approach based on the strain energy release rate and an approach based on cyclic strain energy are provided. The inadequacy of the former approach is discussed. Outcomes from tests support the idea of correlating the crack growth rate to the cyclic strain energy. In order to push further the study, a 2D finite element model for the prediction of disbond growth under quasi-static loading has been developed and implemented in Abaqus. Numerical simulations have been conducted with different values of the adhesive thickness. The results from tests and simulations are in accordance with each other. According to them, no dependence of disbonding on the adhesive thickness has been evidenced.

A QoS Controller Framework Compliant with the ETSI Network Function Virtualization Specification

The 5th generation of mobile networking introduces the concept of “Network slicing”, the network will be “sliced” horizontally, each slice will be compliant with different requirements in terms of network parameters such as bandwidth, latency. This technology is built on logical instead of physical resources, relies on virtual network as main concept to retrieve a logical resource. The Network Function Virtualisation provides the concept of logical resources for a virtual network function, enabling the concept virtual network; it relies on the Software Defined Networking as main technology to realize the virtual network as resource, it also define the concept of virtual network infrastructure with all components needed to enable the network slicing requirements. SDN itself uses cloud computing technology to realize the virtual network infrastructure, NFV uses also the virtual computing resources to enable the deployment of virtual network function instead of having custom hardware and software for each network function. The key of network slicing is the differentiation of slice in terms of Quality of Services parameters, which relies on the possibility to enable QoS management in cloud computing environment. The QoS in cloud computing denotes level of performances, reliability and availability offered. QoS is fundamental for cloud users, who expect providers to deliver the advertised quality characteristics, and for cloud providers, who need to find the right tradeoff between QoS levels that has possible to offer and operational costs. While QoS properties has received constant attention before the advent of cloud computing, performance heterogeneity and resource isolation mechanisms of cloud platforms have significantly complicated QoS analysis and deploying, prediction, and assurance. This is prompting several researchers to investigate automated QoS management methods that can leverage the high programmability of hardware and software resources in the cloud.

Realizzazione di un controller su piattaforma Android per la movimentazione di manipolatori industriali

Nell'ottica di trovare modalità sempre più intuitive per movimentare manipolatori industriali l’obiettivo della tesi è quello di realizzare una mobile app su piattaforma Android in grado appunto di movimentare un generico manipolatore industriale. L'applicazione sviluppata fornisce all'utente un’interfaccia semplice e intuitiva che permette, dopo un’opportuna configurazione iniziale, di controllare il moto di un manipolatore industriale attraverso l’uso del touch screen e degli elementi grafici dell’interfaccia. Oltre a istruire un manipolatore l’applicazione offre anche delle funzionalità per il salvataggio e la gestione di determinate configurazioni che il manipolatore può assumere nello spazio. Il grande vantaggio dell’applicazione è quello di fornire un’interfaccia universale per la movimentazione di qualsiasi manipolatore. Si può affermare quindi che essa fornisce un livello di astrazione superiore. In questo progetto di tesi è stato effettuato il testing dell'applicazione sviluppata sia con il manipolatore industriale Comau Smart Six, robot antropomorfo a 6 gradi di libertà, sia con un manipolatore simulato in Unity 3D. Sono stati raccolti dei dati, in particolare dei grafici, che mettono in relazione i comandi impartiti al manipolatore e i dati ricevuti da questo, in modo da ricavarne dei parametri che misurano l'efficienza e la correttezza dell'applicazione.

Effect of volume loading with 1 liter intravenous infusions of 0.9% saline, 4% succinylated gelatine (Gelofusine) and 6% hydroxyethyl starch (Voluven) on blood volume and endocrine responses: a randomized, three-way crossover study in healthy volunteers

To study the changes in blood volume and hormones controlling sodium and water homeostasis after infusions of 0.9% saline, Gelofusine (4% succinylated gelatin in 0.7% saline, weight-average molecular weight 30 kD), and Voluven (6% hydroxyethyl starch in 0.9% saline, weight-average molecular weight 130 kD) in healthy volunteers.

Early loading at 21 days of non-submerged titanium implants with a chemically modified sandblasted and acid-etched surface: 3-year results of a prospective study in the posterior mandible

BACKGROUND: This study evaluates 3-year success rates of titanium screw-type implants with a chemically modified sandblasted and acid-etched surface (mod SLA), which were functionally loaded after 3 weeks of healing. METHODS: A total of 56 implants, inserted in the posterior mandibles of 39 partially edentulous patients, underwent undisturbed healing for 3 weeks. At day 21, the implants were fully loaded with provisional crowns. Definitive metal ceramic restorations were fabricated after 6 months of healing. Clinical measurements regarding soft tissue parameters and radiographs were obtained at different time points up to 36 months after implant placement. The soft tissue and radiographic parameters for the mod SLA implants after 3 years in function were compared to a historic control group of implants with an SLA surface using an early loading protocol after 6 weeks. RESULTS: None of the implants failed to integrate. However, two implants were considered "spinners" at day 21 and were left unloaded for an extended period. Therefore, 96.4% of the inserted implants were loaded according to the protocol tested. All 56 implants, including the "spinners," showed favorable clinical and radiographic findings at the 3-year follow-up examination. All 56 implants were considered successfully integrated, resulting in a 3-year survival and success rate of 100%. Dental implants with a mod SLA surface demonstrated statistically significant differences for probing depths and clinical attachment level values compared to the historic control group, with the mod SLA surface implants having overall lower probing depths and clinical attachment level scores. CONCLUSION: This prospective study using an early loading protocol demonstrates that titanium implants with the mod SLA surface can achieve and maintain successful tissue integration over a period of 3 years.

Early loading after 21 days of healing of nonsubmerged titanium implants with a chemically modified sandblasted and acid-etched surface: two-year results of a prospective two-center study

PURPOSE: The aim of this two-center study was to evaluate screw-type titanium implants with a chemically modified, sandblasted and acid-etched surface when placed in the posterior maxilla or mandible, and loaded 21 days after placement. MATERIAL AND METHODS: All 56 patients met strict inclusion criteria and provided informed consent. Each patient displayed either a single-tooth gap, an extended edentulous space, or a distal extension situation in the posterior mandible or maxilla. Eighty-nine dental implants (SLActive, Institut Straumann AG, Basel, Switzerland) were inserted according to an established nonsubmerged protocol and underwent undisturbed healing for a period of 21 days. Where appropriate, the implants were loaded after 21 days of healing with provisional restorations in full occlusion. Definitive metal ceramic restorations were fabricated and positioned on each implant after 6 months of healing. Clinical measurements regarding soft tissue parameters and radiographs were obtained at different time points up to 24 months after implant placement. RESULTS: Of the 89 inserted implants, two (2.2%) implants failed to integrate and were removed during healing, and two (2.2%) additional implants required a prolonged healing time. A total of 85 (95.6%) implants were therefore loaded without incident after 21 days of healing. No additional implant was lost throughout the study period, whereas one implant was lost to follow-up and therefore left unaccounted for further analysis. The remaining 86 implants all exhibited favorable radiographic and clinical findings. Based on strict success criteria, these implants were considered successfully integrated 2 years after insertion, resulting in a 2-year success rate of 97.7%. CONCLUSION: The results of this prospective two-center study demonstrate that titanium implants with a modified SLA surface can predictably achieve successful tissue integration when loaded in full occlusion 21 days after placement. Integration could be maintained without incident for at least 2 years of follow-up.