ADDitively Manufactured OPTimized Structures by means of Machine Learning

Informazioni relative al progetto

ADDOPTML

ID dell’accordo di sovvenzione: 101007595

DOI

10.3030/101007595

Progetto chiuso

Data della firma CE 16 Dicembre 2020

Data di avvio 1 Maggio 2021

Data di completamento 30 Aprile 2025

Finanziato da

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Costo totale

€ 2 410 400,00

Contributo UE

€ 2 410 400,00

Coordinato da

ETHNICON METSOVION POLYTECHNION
Greece

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Open Research Data Pilot (11)

Publications to conferences WP 6

One conference publication related to the design criteria and optimization for 3D printed construction will be published, (Delivery M36).

Publications to conferences WP 4

one presentation in international conferences on generative design, and AM, (Delivery Μ48).

Publications to scientific journals WP 2

One journal paper concerning the experimental testing of the 3D printed specimens and the calibration of material constitutive relations for recycled powder will be published providing open access Delivery 36

Publications to scientific journals WP 8

One journal paper concerning the optimized AM construction characteristics by manufacturing locally will be published providing open access Delivery M40

Publications to scientific journals WP 6

One journal paper concerning the optimized AM construction characteristics by manufacturing local permanent houses after humanitarian crisis will be published (providing open access), (Delivery M40).

Publications to scientific journals WP 4

one journal publication on additive manufacturing will be published providing open access Delivery 48

Publications to conferences WP 8

One conference publication related to the criteria and parameters on AM construction inafter crisis period will be published Delivery M17

Publications to scientific journals WP 3

one journal publication on the interdisciplinary design and parametric design optimization methodologies towards additive manufacturing will be published both providing open access Delivery 48

Publications to scientific journals WP1

One journal paper related to the proposed nonlinear TO methodology combined with ML procedures providing open access Delivery 24

Publications to conferences WP 3

one presentation in international conference on interdisciplinary design methodologies (Delivery Μ36) and one on parametric design and 3D printed specimens, (Delivery Μ48).

Publication to conference WP 2

One conference publication related to the test results on 3D printed concrete and metal specimens of structural elements nodes and systems will be published providing open access Delivery 24

Other (4)

D8.3 ADDOPT2024 conference

Participation of ESRs and ERs of the Network in ADDOPT2024 (Delivery M44).

Workshop WP 6

A workshop for students on optimized 3D printed construction.

D8.4 ADDOPT Workshops and Seminar

Organization and participation of ESRs in the International Workshops and Seminar on ADDitively Manufactured OPTimized Structures (Delivery M22, M34 and M46).

Mid-term Meeting

The mid term meeting of the beneficiaries - partners will be organised.

Documents, reports (5)

Progress report 1

The first progress report will be prepared describing the progress achieved so far and any failures encountered with respect to the project plan Delivery M13

Progress report 2

The second progress report will be prepared describing the progress achieved so far and any failures encountered with respect to the project plan (Delivery M37).

Data Management Plan

Preparation of Data Management Plan

Report WP 5

Methodology for optimized design of deployable shelters for disaster relief including 3D-printing-ready member and connection design, (Delivery M30).

Report, drawings and 3D printed prototypes WP 5

Typical designs of deployable shelters for various applications related to disaster relief, fabrication and testing of prototype deployable shelter, (Delivery M48).

Websites, patent fillings, videos etc. (1)

ADDOPTML Website

At the end of M2 the website of ADDOPTML project will be developed Delivery month 2

Pubblicazioni

Peer reviewed articles (15)

NLFEA of Sulfate-Damaged Circular CFT Steel Columns Confined with CFRP Composites and Subjected to Axial and Cyclic Lateral Loads

Autori: Al-Rousan, Rajai, Osama Nusier, Khairedin Abdalla, Mohammad Alhassan, and Nikos D. Lagaros
Pubblicato in: Buildings, Numero 12(3), 2022, Pagina/e 296, ISSN 2075-5309
Editore: MDPI
DOI: 10.3390/buildings12030296

Cascade Structural Sizing Optimization with Large Numbers of Design Variables

Autori: Charmpis, Dimos C., and Nikos D. Lagaros
Pubblicato in: CivilEng, Numero 3(3), 2022, Pagina/e 717-733, ISSN 2673-4109
Editore: MDPI
DOI: 10.3390/civileng3030041

Artificial Intelligence (AI) Applied in Civil Engineering

Autori: Lagaros, Nikos D., and Vagelis Plevris
Pubblicato in: Applied Sciences, Numero 12, no. 15, 2022, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app12157595

Enhanced Multi-Strategy Particle Swarm Optimization for Constrained Problems with an Evolutionary-Strategies-Based Unfeasible Local Search Operator

Autori: Rosso Marco Martino; Cucuzza Raffaele; Aloisio Angelo; Marano Giuseppe Carlo
Pubblicato in: Applied Sciences, Numero 12, no. 5, 2022, Pagina/e 2285, ISSN 2076-3417
Editore: MDPI
DOI: 10.5281/zenodo.7713403

Selecting the Best 3D Concrete Printing Technology for Refugee Camp’s Shelter Construction Using Analytical Hierarchy Process: The Case of Syrian Refugees in Jordan

Autori: Mohammed A. Almomani; Nedal Al-Ababneh; Khairedin Abdalla; Nadim I. Shbeeb; John-Paris Pantouvakis; Nikos Lagaros
Pubblicato in: Buildings; Volume 13; Numero 7; Pages: 1813, Numero 1, 2023, ISSN 2075-5309
Editore: MDPI
DOI: 10.3390/buildings13071813

Design Optimization of Tree-Shaped Structural Systems and Sustainable Architecture Using Bamboo and Earthen Materials

Autori: Evangelia Frangedaki; Laura Sardone, and Nikos D. Lagaros
Pubblicato in: Journal of Architectural Engineering, Numero 27(4), 2021, ISSN 1076-0431
Editore: American Society of Civil Engineers
DOI: 10.1061/(asce)ae.1943-5568.0000492

A Simple Matlab Code for Material Design Optimization Using Reduced Order Models

Autori: George Kazakis and Nikos D. Lagaros
Pubblicato in: Materials, Numero 15(14), 2022, Pagina/e 4972, ISSN 1996-1944
Editore: MDPI Open Access Publishing
DOI: 10.3390/ma15144972

3D Scanning/Printing: A Technological Stride in Sculpture

Autori: G.-Fivos Sargentis; Evangelia Frangedaki; Michalis Chiotinis; Demetris Koutsoyiannis; Stephanos Camarinopoulos; Alexios Camarinopoulos; Nikos D. Lagaros
Pubblicato in: Technologies, Numero 10, 2022, Pagina/e 9, ISSN 2227-7080
Editore: KDPI
DOI: 10.3390/technologies10010009

First Level Pre- and Post-Earthquake Building Seismic Assessment Protocol Based on Dynamic Characteristics Extracted In Situ

Autori: Spyros Damikoukas; Stavros Chatzieleftheriou; Nikos D. Lagaros
Pubblicato in: Infrastructures, Numero 7(9), 2022, Pagina/e 115, ISSN 2412-3811
Editore: MDPI
DOI: 10.3390/infrastructures7090115

Cyclic Behavior of FRP Strengthened Beam-Column Joints under Various Concrete Damage Levels

Autori: Rajai Al-Rousan; Osama Nusier; Khairedin Abdalla; Mohammad Alhassan; Emmanouil A. Vougioukas; Athanassios A. Stamos; Nikos D. Lagaros
Pubblicato in: Construction Materials, Numero 3(1), 2023, Pagina/e 38-61, ISSN 2673-7108
Editore: MDPI
DOI: 10.3390/constrmater3010004

Wildfires vs. Sustainable Forest Partitioning

Autori: Sargentis, G.-Fivos, Romanos Ioannidis, Ioannis Bairaktaris, Evangelia Frangedaki, Panayiotis Dimitriadis, Theano Iliopoulou, Demetris Koutsoyiannis, and Nikos D. Lagaros
Pubblicato in: Conservation, Numero 2, no. 1, 2022, Pagina/e 195-218, ISSN 2673-7159
Editore: MDPI
DOI: 10.3390/conservation2010013

Deep Learning-Based Accuracy Upgrade of Reduced Order Models in Topology Optimization

Autori: Kallioras, Nikos Ath., Alexandros N. Nordas, and Nikos D. Lagaros
Pubblicato in: Applied Sciences, Numero 11, no. 24, 2021, Pagina/e 12005, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app112412005

Threats in Water–Energy–Food–Land Nexus by the 2022 Military and Economic Conflict

Autori: Sargentis, G.-Fivos, Nikos D. Lagaros, Giuseppe Leonardo Cascella, and Demetris Koutsoyiannis
Pubblicato in: Land, Numero 11, no. 9, 2022, Pagina/e 1569, ISSN 2073-445X
Editore: MDPI
DOI: 10.3390/land11091569

Acoustic Emission and Artificial Intelligence Procedure for Crack Source Localization

Autori: Melchiorre Jonathan; Bertetto Amedeo Manuello; Rosso Marco Martino; Marano Giuseppe Carlo
Pubblicato in: Sensors, Numero 23, no. 2, 2023, Pagina/e 693, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.5281/zenodo.7713434

Size and Shape Optimization of a Guyed Mast Structure under Wind, Ice and Seismic Loading

Autori: Cucuzza Raffaele; Rosso Marco Martino; Aloisio Angelo; Melchiorre Jonathan; Lo Giudice Mario; Marano Giuseppe Carlo
Pubblicato in: Applied Sciences, Numero 12, no. 10, 2022, Pagina/e 4875, ISSN 2076-3417
Editore: MDPI
DOI: 10.5281/zenodo.7713364

Other (2)

Constructions with 3D printing. Innovative technological capabilities in the construction industry

Autori: G.-Fivos Sargentis; Evangelia Frangedaki; Ilias Meletopoulos,; Nikos Kallioras; Nikos D. Lagaros
Pubblicato in: KTIRIO, Numero 1, 2022, Pagina/e 99-106, ISSN 1106-6598
Editore: Ktirio publishing
DOI: 10.5281/zenodo.6785722

Algorithm-Aided Structural-Optimization Strategies for the Design of Variable Cross-Section Beams

Autori: Sardone, Laura; Fiore, Alessandra; Greco, Rita; Moccia, Carlo; Lagaros, Nikos D.; De Tommasi, Domenico
Pubblicato in: Numero 3, 2021
Editore: International fib Symposium
DOI: 10.5281/zenodo.7598443

Conference proceedings (8)

Advanced deep learning comparisons for non-invasive tunnel lining assessment from ground penetrating radar profiles

Autori: Rosso M. M.; Marasco G.; Tanzi L.; Aiello, S.; Aloisio A.; Cucuzza R.; Chiaia A.; Cirrincione G.; Marano G.C.
Pubblicato in: ECCOMAS Congress 2022 - 8th European Congress on Computational Methods in Applied Sciences and Engineering, Numero 1, 2022
Editore: ECCOMAS
DOI: 10.5281/zenodo.7713005

Estimation of Friction Capacity of Driven Piles in Sand: Effect of Sand Dilation

Autori: Ahmed S. Alawneh; Osama K. Nusier; Bayan N. Jaraha; Nikos D. Lagaros
Pubblicato in: 3rd Coordinating Engineering for Sustainability and Resilience May 6 th – May 9 th , 2022 , Irbid , Jordan, Numero 1, 2022
Editore: JUST
DOI: 10.5281/zenodo.7598395

Estimation of distribution algorithm for constrained optimization in structural design

Autori: Rosso Marco Martino; Melchiorre Jonathan; Cucuzza Raffaele; Manuello Amedeo; Marano Giuseppe Carlo
Pubblicato in: WCCM-APCOM 2022, Numero 3, 2022
Editore: WCCM-APCOM
DOI: 10.5281/zenodo.7713060

Ground Penetrating Radar Fourier Pre-processing for Deep Learning Tunnel Defects' Automated Classification

Autori: Marasco Giulia; Rosso Marco M.; Aiello Salvatore; Aloisio Angelo; Cirrincione Giansalvo; Chiaia Bernardino; Marano Giuseppe C.
Pubblicato in: Communications in Computer and Information Science, Numero 3, 2022, ISSN 1865-0937
Editore: Springer Nature
DOI: 10.5281/zenodo.7713121

Structural Health Monitoring with Artificial Neural Network and Subspace-Based Damage Indicators

Autori: Rosso M., M.; Aloisio, A.; Cucuzza, R.; Pasca D., P.; Cirrincione, G.; Marano G., C.
Pubblicato in: International Conference on Trends on Construction in the Post-Digital Era, 2022
Editore: Springer
DOI: 10.5281/zenodo.7713082

Structural Health Monitoring with Artificial Neural Network and Subspace-Based Damage Indicators

Autori: Rosso M. M.; Aloisio A.; Cucuzza R.; Pasca D. P.; Cirrincione G.; Marano G. C.
Pubblicato in: Lecture Notes in Civil Engineering, Numero 3, 2022, ISSN 2366-2565
Editore: Springer Nature
DOI: 10.1007/978-3-031-20241-4_37

Damaging configurations in arch structures with variable curvature and tapered cross-section

Autori: Melchiorre Jonathan; Manuello Amedeo; Sardone Laura; Marano Giuseppe Carlo
Pubblicato in: WCCM-APCOM 2022, Numero 1, 2022
Editore: WCCM-APCOM
DOI: 10.5281/zenodo.7713156

Algorithm-aided structural-optimization strategies for the design of variable cross-section beams

Autori: Laura Sardone; Alessandra Fiore; Rita Greco; Carlo Moccia; Nikos D. Lagaros; Domenico De Tommasi
Pubblicato in: fib Conceptual Design of Structures, Numero 5, 2021
Editore: FIB
DOI: 10.35789/fib.proc.0055.2021.cdsymp.p059

Thesis and dissertations (5)

Design of Deployable Shelters for Emergency Response

Autori: Georgios D. Pantazis
Pubblicato in: Numero 1, 2022
Editore: NTUA
DOI: 10.5281/zenodo.7629734

Optimization of Vierendeel-type steel structure by means of nonlinear numerical analyses

Autori: Lyristis, Sevastianos
Pubblicato in: Numero 1, 2022
Editore: NTUA
DOI: 10.5281/zenodo.6590946

Two-dimensional discrete topology optimization and comparison of mathematical problem formulations

Autori: Vasilios Panagiotopoulos
Pubblicato in: Numero 1, 2022
Editore: NTUA
DOI: 10.5281/zenodo.7614627

Critical Evaluation of the Provisions of CEN/TR 1993-1-103 Regarding Buckling Length of Steel Members

Autori: Leonidas Taliadouros
Pubblicato in: Numero 2, 2022
Editore: NTUA
DOI: 10.5281/zenodo.7629794

Issues of prosperity: Stochastic evaluation of data related to environment, infrastructures, economy and society

Autori: G.-Fivos Sargentis
Pubblicato in: Numero 1, 2022
Editore: NTUA
DOI: 10.5281/zenodo.6785733

Book chapters (1)

Optimization as a Tool for Seismic Protection of Structures

Autori: Marano G. C.; Rosso M. M.; Melchiorre J.
Pubblicato in: Lecture Notes in Civil Engineering, Numero 1, 2022, ISSN 2366-2565
Editore: Springer Nature
DOI: 10.5281/zenodo.7713034