6 research outputs found
Centro culturale, via Santa Marta, Vimercate (MB)
Il progetto di architettura realizzato per l’edificio di via S. Marta a Vimercate è lo sviluppo di un
concorso a invito voluto dalla Parrocchia di Santo Stefano nel 2017, con l’intento di restituire
funzione e vita al piccolo complesso quale nuovo centro di aggregazione culturale, esposizione
di oggetti e paramenti sacri, valorizzazione e divulgazione del materiale storico conservato
presso l’archivio Plebano
Predictive Maintenance for Filling Machines with Online Evolving Spiking Neural Networks
Accurate anomaly detection in streaming data is of paramount interest in the field of predictive maintenance. This paper presents an approach based on Online evolving Spiking Neural Network for Unsupervised Anomaly Detection (OeSNN-UAD) for predictive maintenance, with reference to real functioning of filling machines. The novelty in this work lies in the application of OeSNN-UAD to a predictive maintenance problem. It also integrates the calculation of the Remaining Useful Life (RUL) in the model. Different anomalies in filler motors functioning were selected to compare the accuracy of the proposed approach with other machine learning algorithms. The corresponding data were collected from sensors installed on machines in operation. The experimental results show that the OeSNN-UAD model can achieve better or comparable accuracy with less computational effort
LE RAGIONI DEL PROGETTO (DI ARCHITETTURA): ritrovare Santa Marta
“The buildings survive much longer than the purposes for which they were erected, the techniques by
which they were built and the aesthetic canons that determined their appearance.
They undergo countless subtractions, addition, division and multiplication and soon form and function end up
having little to do with each other.” In many cases, despite the change, their character remains unchanged and is
perpetuated by confirming their identity over time. In other cases the character is lost, the change, the new function,
prevail over the building, use it as a pretext for the new, as a noble support to the birth of the “new architecture”. [1]
This did not happen with the project developed for the former Church of Santa Marta in Vimercate (MB) (fig. 1).
A project that took its cue and form from the material and immaterial history of the building, from its forced and
drastic changes, from what welcomes valuable and historically relevant.
The project returns the former Church to the city, certainly not rebuilding it, but in some way rethinking it through
new signs able to renew its memory, through a careful project of conservation, fruition and enhancement
Basilica of Saint Peter martyr from Verona in S. Anastasia (Vr): structures geometric survey and photographic campaign fore the preservatione project
Il progetto per la Chiesa di San Pietro Martire in S. Anastasia, la chiesa più grande di Verona, ha visto un’iniziale campagna di indagine conoscitiva che ha coinvolto tutti i fronti esterni, quelli interni riccamente decorati e affrescati e la parte strutturale dell’edificio in particolare i soffiti voltati. Inizialmente è stata fatta una rilievo topografico complessivo dell’edificio, sono stati prelevati 59 campioni di materiali differenti per le indagini chimico-fisiche e 84 campioni per verificare l’umidità presente. Tutte le operazione eseguite sono state poi esplicitate attraverso la stesura di idonei e dettagliati elaborati grafici e relazioni tecniche.
The intervention planned for Saint Peter Martyr in S. Anastasia, the biggest church in Verona, includes an early stage of preservation of the external faces and monitoring of the good functioning of the roofing structure, while postponing the projectfor static improvement and the more complex and well-arganised project of the internal ornaments to asecond stage. At the begining was made a global topografich mapping of the church and taking 59 samples of material for physic- chemical anlyses, 84 samples for the analysis of water contenents in the masorny and thus developing a corpus of graphic documents detailing the material-pathological structure of the Basilica’s exteriors. All the operations were represented on graphs identifying: stratigrafic readings, material-pathologic situation and every working procedure
