ADDitively Manufactured OPTimized Structures by means of Machine Learning

Informations projet

ADDOPTML

N° de convention de subvention: 101007595

DOI

10.3030/101007595

Projet clôturé

Date de signature de la CE 16 Decembre 2020

Date de début 1 Mai 2021

Date de fin 30 Avril 2025

Financé au titre de

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coût total

€ 2 410 400,00

Contribution de l’UE

€ 2 410 400,00

Coordonné par

ETHNICON METSOVION POLYTECHNION
Greece

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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

Publications

Peer reviewed articles (15)

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

Auteurs: Al-Rousan, Rajai, Osama Nusier, Khairedin Abdalla, Mohammad Alhassan, and Nikos D. Lagaros
Publié dans: Buildings, Numéro 12(3), 2022, Page(s) 296, ISSN 2075-5309
Éditeur: MDPI
DOI: 10.3390/buildings12030296

Cascade Structural Sizing Optimization with Large Numbers of Design Variables

Auteurs: Charmpis, Dimos C., and Nikos D. Lagaros
Publié dans: CivilEng, Numéro 3(3), 2022, Page(s) 717-733, ISSN 2673-4109
Éditeur: MDPI
DOI: 10.3390/civileng3030041

Artificial Intelligence (AI) Applied in Civil Engineering

Auteurs: Lagaros, Nikos D., and Vagelis Plevris
Publié dans: Applied Sciences, Numéro 12, no. 15, 2022, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app12157595

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

Auteurs: Rosso Marco Martino; Cucuzza Raffaele; Aloisio Angelo; Marano Giuseppe Carlo
Publié dans: Applied Sciences, Numéro 12, no. 5, 2022, Page(s) 2285, ISSN 2076-3417
Éditeur: 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

Auteurs: Mohammed A. Almomani; Nedal Al-Ababneh; Khairedin Abdalla; Nadim I. Shbeeb; John-Paris Pantouvakis; Nikos Lagaros
Publié dans: Buildings; Volume 13; Numéro 7; Pages: 1813, Numéro 1, 2023, ISSN 2075-5309
Éditeur: MDPI
DOI: 10.3390/buildings13071813

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

Auteurs: Evangelia Frangedaki; Laura Sardone, and Nikos D. Lagaros
Publié dans: Journal of Architectural Engineering, Numéro 27(4), 2021, ISSN 1076-0431
Éditeur: 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

Auteurs: George Kazakis and Nikos D. Lagaros
Publié dans: Materials, Numéro 15(14), 2022, Page(s) 4972, ISSN 1996-1944
Éditeur: MDPI Open Access Publishing
DOI: 10.3390/ma15144972

3D Scanning/Printing: A Technological Stride in Sculpture

Auteurs: G.-Fivos Sargentis; Evangelia Frangedaki; Michalis Chiotinis; Demetris Koutsoyiannis; Stephanos Camarinopoulos; Alexios Camarinopoulos; Nikos D. Lagaros
Publié dans: Technologies, Numéro 10, 2022, Page(s) 9, ISSN 2227-7080
Éditeur: KDPI
DOI: 10.3390/technologies10010009

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

Auteurs: Spyros Damikoukas; Stavros Chatzieleftheriou; Nikos D. Lagaros
Publié dans: Infrastructures, Numéro 7(9), 2022, Page(s) 115, ISSN 2412-3811
Éditeur: MDPI
DOI: 10.3390/infrastructures7090115

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

Auteurs: Rajai Al-Rousan; Osama Nusier; Khairedin Abdalla; Mohammad Alhassan; Emmanouil A. Vougioukas; Athanassios A. Stamos; Nikos D. Lagaros
Publié dans: Construction Materials, Numéro 3(1), 2023, Page(s) 38-61, ISSN 2673-7108
Éditeur: MDPI
DOI: 10.3390/constrmater3010004

Wildfires vs. Sustainable Forest Partitioning

Auteurs: Sargentis, G.-Fivos, Romanos Ioannidis, Ioannis Bairaktaris, Evangelia Frangedaki, Panayiotis Dimitriadis, Theano Iliopoulou, Demetris Koutsoyiannis, and Nikos D. Lagaros
Publié dans: Conservation, Numéro 2, no. 1, 2022, Page(s) 195-218, ISSN 2673-7159
Éditeur: MDPI
DOI: 10.3390/conservation2010013

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

Auteurs: Kallioras, Nikos Ath., Alexandros N. Nordas, and Nikos D. Lagaros
Publié dans: Applied Sciences, Numéro 11, no. 24, 2021, Page(s) 12005, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app112412005

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

Auteurs: Sargentis, G.-Fivos, Nikos D. Lagaros, Giuseppe Leonardo Cascella, and Demetris Koutsoyiannis
Publié dans: Land, Numéro 11, no. 9, 2022, Page(s) 1569, ISSN 2073-445X
Éditeur: MDPI
DOI: 10.3390/land11091569

Acoustic Emission and Artificial Intelligence Procedure for Crack Source Localization

Auteurs: Melchiorre Jonathan; Bertetto Amedeo Manuello; Rosso Marco Martino; Marano Giuseppe Carlo
Publié dans: Sensors, Numéro 23, no. 2, 2023, Page(s) 693, ISSN 1424-8220
Éditeur: 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

Auteurs: Cucuzza Raffaele; Rosso Marco Martino; Aloisio Angelo; Melchiorre Jonathan; Lo Giudice Mario; Marano Giuseppe Carlo
Publié dans: Applied Sciences, Numéro 12, no. 10, 2022, Page(s) 4875, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.5281/zenodo.7713364

Other (2)

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

Auteurs: G.-Fivos Sargentis; Evangelia Frangedaki; Ilias Meletopoulos,; Nikos Kallioras; Nikos D. Lagaros
Publié dans: KTIRIO, Numéro 1, 2022, Page(s) 99-106, ISSN 1106-6598
Éditeur: Ktirio publishing
DOI: 10.5281/zenodo.6785722

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

Auteurs: Sardone, Laura; Fiore, Alessandra; Greco, Rita; Moccia, Carlo; Lagaros, Nikos D.; De Tommasi, Domenico
Publié dans: Numéro 3, 2021
Éditeur: 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

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

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

Auteurs: Ahmed S. Alawneh; Osama K. Nusier; Bayan N. Jaraha; Nikos D. Lagaros
Publié dans: 3rd Coordinating Engineering for Sustainability and Resilience May 6 th – May 9 th , 2022 , Irbid , Jordan, Numéro 1, 2022
Éditeur: JUST
DOI: 10.5281/zenodo.7598395

Estimation of distribution algorithm for constrained optimization in structural design

Auteurs: Rosso Marco Martino; Melchiorre Jonathan; Cucuzza Raffaele; Manuello Amedeo; Marano Giuseppe Carlo
Publié dans: WCCM-APCOM 2022, Numéro 3, 2022
Éditeur: WCCM-APCOM
DOI: 10.5281/zenodo.7713060

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

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

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

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

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

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

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

Auteurs: Melchiorre Jonathan; Manuello Amedeo; Sardone Laura; Marano Giuseppe Carlo
Publié dans: WCCM-APCOM 2022, Numéro 1, 2022
Éditeur: WCCM-APCOM
DOI: 10.5281/zenodo.7713156

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

Auteurs: Laura Sardone; Alessandra Fiore; Rita Greco; Carlo Moccia; Nikos D. Lagaros; Domenico De Tommasi
Publié dans: fib Conceptual Design of Structures, Numéro 5, 2021
Éditeur: FIB
DOI: 10.35789/fib.proc.0055.2021.cdsymp.p059

Thesis and dissertations (5)

Design of Deployable Shelters for Emergency Response

Auteurs: Georgios D. Pantazis
Publié dans: Numéro 1, 2022
Éditeur: NTUA
DOI: 10.5281/zenodo.7629734

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

Auteurs: Lyristis, Sevastianos
Publié dans: Numéro 1, 2022
Éditeur: NTUA
DOI: 10.5281/zenodo.6590946

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

Auteurs: Vasilios Panagiotopoulos
Publié dans: Numéro 1, 2022
Éditeur: NTUA
DOI: 10.5281/zenodo.7614627

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

Auteurs: Leonidas Taliadouros
Publié dans: Numéro 2, 2022
Éditeur: NTUA
DOI: 10.5281/zenodo.7629794

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

Auteurs: G.-Fivos Sargentis
Publié dans: Numéro 1, 2022
Éditeur: NTUA
DOI: 10.5281/zenodo.6785733

Book chapters (1)

Optimization as a Tool for Seismic Protection of Structures

Auteurs: Marano G. C.; Rosso M. M.; Melchiorre J.
Publié dans: Lecture Notes in Civil Engineering, Numéro 1, 2022, ISSN 2366-2565
Éditeur: Springer Nature
DOI: 10.5281/zenodo.7713034