28,767 research outputs found
Duino-Based Learning (DBL) in control engineering courses
© 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting /republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other worksThis document presents a project to develop freely redistributable materials to conduct educational lab projects with MATLAB, Simulink, Arduino and low-cost plants. This work materials introduce the fundamentals of Control Engineering through exercises and videos. Along with all this, the most important steps and issues appeared in the project are explained, so anyone interested on doing a project can have a starting point instead of starting a project from scratch, which most of times this results hard to implementPeer ReviewedPostprint (author's final draft
European White Book on Real-Time Power Hardware in the Loop Testing : DERlab Report No. R- 005.0
The European White Book on Real-Time-Powerhardware-in-the-Loop testing is intended to serve as a reference document on the future of testing of electrical power equipment, with speciïŹ c focus on the emerging hardware-in-the-loop activities and application thereof within testing facilities and procedures. It will provide an outlook of how this powerful tool can be utilised to support the development, testing and validation of speciïŹ cally DER equipment. It aims to report on international experience gained thus far and provides case studies on developments and speciïŹ c technical issues, such as the hardware/software interface. This white book compliments the already existing series of DERlab European white books, covering topics such as grid-inverters and grid-connected storag
Exploring Two Novel Features for EEG-based Brain-Computer Interfaces: Multifractal Cumulants and Predictive Complexity
In this paper, we introduce two new features for the design of
electroencephalography (EEG) based Brain-Computer Interfaces (BCI): one feature
based on multifractal cumulants, and one feature based on the predictive
complexity of the EEG time series. The multifractal cumulants feature measures
the signal regularity, while the predictive complexity measures the difficulty
to predict the future of the signal based on its past, hence a degree of how
complex it is. We have conducted an evaluation of the performance of these two
novel features on EEG data corresponding to motor-imagery. We also compared
them to the most successful features used in the BCI field, namely the
Band-Power features. We evaluated these three kinds of features and their
combinations on EEG signals from 13 subjects. Results obtained show that our
novel features can lead to BCI designs with improved classification
performance, notably when using and combining the three kinds of feature
(band-power, multifractal cumulants, predictive complexity) together.Comment: Updated with more subjects. Separated out the band-power comparisons
in a companion article after reviewer feedback. Source code and companion
article are available at
http://nicolas.brodu.numerimoire.net/en/recherche/publication
Development of Platform Independent Remote Experiments
Remote laboratory or online laboratory is the use of the Internet to conduct real experiments remotely when the client is geographically away from the real experiments. Current remote laboratories such as the remote laboratory in Mechanical Engineering at University of Houston require the client to install plug-ins before conducting remote experiments. This thesis presents an advanced technology using JavaScript and Socket.IO to develop plug-in free remote experiments without firewall issue. A scalable plug-in free remote laboratory integrated with two remote experiments has been set up in the Mechanical Engineering Department at the Texas A&M University at Qatar (TAMUQ) in Qatar under the collaboration from the University of Houston and the Texas Southern University in Houston, Texas. The plug-free remote laboratory has been successfully tested in Windows PC, Mac OS, iPhone and iPad (iOS).Mechanical Engineering, Department o
OPEB: Open Physical Environment Benchmark for Artificial Intelligence
Artificial Intelligence methods to solve continuous- control tasks have made
significant progress in recent years. However, these algorithms have important
limitations and still need significant improvement to be used in industry and
real- world applications. This means that this area is still in an active
research phase. To involve a large number of research groups, standard
benchmarks are needed to evaluate and compare proposed algorithms. In this
paper, we propose a physical environment benchmark framework to facilitate
collaborative research in this area by enabling different research groups to
integrate their designed benchmarks in a unified cloud-based repository and
also share their actual implemented benchmarks via the cloud. We demonstrate
the proposed framework using an actual implementation of the classical
mountain-car example and present the results obtained using a Reinforcement
Learning algorithm.Comment: Accepted in 3rd IEEE International Forum on Research and Technologies
for Society and Industry 201
Genuine lab experiences for students in resource constrained environments: The RealLab with integrated intelligent assessment.
Laboratory activities are indispensable for developing engineering skills. Computer Aided Learning (CAL) tools can be used to enhance laboratory learning in various ways, the latest approach being the virtual laboratory technique that emulates traditional laboratory processes. This new approach makes it possible to give students complete and genuine laboratory experiences in situations constrained by limited resources in the provision of laboratory facilities and infrastructure and/or where there is need for laboratory education, for large classes, with only one laboratory stand. This may especially be the case in countries in transition. Most existing virtual laboratories are not available for purchase. Where they are, they may not be cost friendly for resource constrained environments. Also, most do not integrate any form of assessment structure. In this paper, we present a very cost friendly virtual laboratory solution for genuine laboratory experiences in resource constrained environments, with integrated intelligent assessment
The Suaineadh Project : a stepping stone towards the deployment of large flexible structures in space
The Suaineadh project aims at testing the controlled deployment and stabilization of space web. The deployment system is based on a simple yet ingenious control of the centrifugal force that will pull each of the four daughters sections apart. The four daughters are attached onto the four corners of a square web, and will be released from their initial stowed configuration attached to a central hub. Enclosed in the central hub is a specifically designed spinning reaction wheel that controls the rotational speed with a closed loop control fed by measurements from an onboard inertial measurement sensor. Five other such sensors located within the web and central hub provide information on the surface curvature of the web, and progression of the deployment. Suaineadh is currently at an advanced stage of development: all the components are manufactured with the subsystems integrated and are presently awaiting full integration and testing. This paper will present the current status of the Suaineadh project and the results of the most recent set of tests. In particular, the paper will cover the overall mechanical design of the system, the electrical and sensor assemblies, the communication and power systems and the spinning wheel with its control system
Transcriptome dynamics in the asexual cycle of the chordate Botryllus schlosseri
Background: We performed an analysis of the transcriptome during the blastogenesis of the chordate Botryllus
schlosseri, focusing in particular on genes involved in cell death by apoptosis. The tunicate B. schlosseri is an ascidian
forming colonies characterized by the coexistence of three blastogenetic generations: filter-feeding adults, buds on
adults, and budlets on buds. Cyclically, adult tissues undergo apoptosis and are progressively resorbed and replaced
by their buds originated by asexual reproduction. This is a feature of colonial tunicates, the only known chordates
that can reproduce asexually.
Results: Thanks to a newly developed web-based platform (http://botryllus.cribi.unipd.it), we compared the
transcriptomes of the mid-cycle, the pre-take-over, and the take-over phases of the colonial blastogenetic
cycle. The platform is equipped with programs for comparative analysis and allows to select the statistical
stringency. We enriched the genome annotation with 11,337 new genes; 581 transcripts were resolved as
complete open reading frames, translated in silico into amino acid sequences and then aligned onto the
non-redundant sequence database. Significant differentially expressed genes were classified within the gene
ontology categories. Among them, we recognized genes involved in apoptosis activation, de-activation, and
regulation.
Conclusions: With the current work, we contributed to the improvement of the first released B. schlosseri
genome assembly and offer an overview of the transcriptome changes during the blastogenetic cycle,
showing up- and down-regulated genes. These results are important for the comprehension of the events
underlying colony growth and regression, cell proliferation, colony homeostasis, and competition among
different generations
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