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MAShES

Multimodal spectrAl control of laSer processing with cognitivE abilities

Total Cost €

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EC-Contrib. €

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Partnership

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Outcomes and
results

MAShES project word cloud

Explore the words cloud of the MAShES project. It provides you a very rough idea of what is the project "MAShES" about.

envisaged modalities closed operation cyber efficient regard spot surface multispectral firstly image prototypes flow metal regarding size melt speed dynamic play dissimilar seam powder compliance mwir accurate simultaneously networked vis temperature breakthrough contributions factory grey mashes self variables lmd unified brings proposes scenarios multiple designed rt secondly outputs manufacturing compact standardisation gas 2d snapshot data combines 3d machine resolved act inputs geometry interoperability deal laser customizable quality imaging validation techniques representative estimation adjustment cognitive deposition learning modulation facilities profile usability loop materials power independent physical observation multimodal modular bodies thirdly texture monitoring easily pool spectral acquired welding emissivity solution dynamics will demonstration diagnosis time

Project "MAShES" data sheet

The following table provides information about the project.

Coordinator	ASOCIACION DE INVESTIGACION METALURGICA DEL NOROESTE Organization address address: CALLE RELVA TORNEIROS 27A city: PORRINO postcode: 36410 website: www.aimen.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Spain [ES]
Project website	http://www.mashesproject.eu
Total cost	3˙673˙157 €
EC max contribution	3˙673˙157 € (100%)
Programme	1. H2020-EU.2.1.1. (INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)) 2. H2020-EU.2.1.5.1. (Technologies for Factories of the Future)
Code Call	H2020-FoF-2014
Funding Scheme	RIA
Starting year	2014
Duration (year-month-day)	from 2014-12-01 to 2017-11-30

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	ASOCIACION DE INVESTIGACION METALURGICA DEL NOROESTE ASOCIACION DE INVESTIGACION METALURGICA DEL NOROESTE Organization address address: CALLE RELVA TORNEIROS 27A city: PORRINO postcode: 36410 website: www.aimen.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (PORRINO)	coordinator	509˙375.00
2	FRAUNHOFER GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V. FRAUNHOFER GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V. Organization address address: HANSASTRASSE 27C city: MUNCHEN postcode: 80686 website: www.fraunhofer.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (MUNCHEN)	participant	490˙125.00
3	CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS Organization address address: RUE MICHEL ANGE 3 city: PARIS postcode: 75794 website: www.cnrs.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (PARIS)	participant	476˙938.00
4	PRIMA ELECTRO SPA PRIMA ELECTRO SPA Organization address address: STRADA CARIGNANO 48 2 city: MONCALIERI postcode: 10024 website: www.primaelectro.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (MONCALIERI)	participant	440˙875.00
5	PANEPISTIMIO PATRON PANEPISTIMIO PATRON Organization address address: UNIVERSITY CAMPUS RIO PATRAS city: RIO PATRAS postcode: 265 04 website: www.upatras.gr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	EL (RIO PATRAS)	participant	306˙250.00
6	OFFICE NATIONAL D'ETUDES ET DE RECHERCHES AEROSPATIALES OFFICE NATIONAL D'ETUDES ET DE RECHERCHES AEROSPATIALES Organization address address: CHEMIN DE LA HUNIERE city: PALAISEAU postcode: 91120 website: www.onera.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (PALAISEAU)	participant	280˙406.00
7	Sill Optics GmbH & Co. KG Sill Optics GmbH & Co. KG Organization address address: Johann-Höllfritsch-Strasse 13 city: Wendelstein postcode: 90530 website: www.silloptics.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (Wendelstein)	participant	250˙250.00
8	NEW INFRARED TECHNOLOGIES SL NEW INFRARED TECHNOLOGIES SL Organization address address: PLAZA MARQUES DE SALAMANCA 2 city: MADRID postcode: 28006 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (MADRID)	participant	238˙250.00
9	PERMANOVA LASERSYSTEM AKTIEBOLAG PERMANOVA LASERSYSTEM AKTIEBOLAG Organization address address: KROKSLATTS FABRIKER 30 city: MOLNDAL postcode: 431 37 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	SE (MOLNDAL)	participant	226˙063.00
10	CENTRO RICERCHE FIAT SCPA CENTRO RICERCHE FIAT SCPA Organization address address: STRADA TORINO 50 city: ORBASSANO postcode: 10043 website: www.crf.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (ORBASSANO)	participant	201˙000.00
11	EMO-ORODJARNA DOO EMO-ORODJARNA DOO Organization address address: BEZIGRAJSKA CESTA 10 city: CELJE postcode: 3000 website: www.emo-orodjarna.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	SI (CELJE)	participant	195˙625.00
12	BITADDICT AB BITADDICT AB Organization address address: ALSJOHOJDSVAGEN 10 city: GRABO postcode: 443 72 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	SE (GRABO)	participant	58˙000.00

Map

Project objective

MAShES proposes a breakthrough approach to image-based laser processing closed-loop control.

Firstly, a compact, snapshot, and multispectral imaging system in the VIS/MWIR spectral range will be developed. This approach will enable a multimodal process observation that combines different imaging modalities. Moreover, it will enable an accurate estimation of temperature spatially resolved and independent on emissivity values, even for non-grey bodies and dissimilar materials. Secondly, a fully embedded approach to real time (RT) control will be adopted for efficient processing of acquired data and high speed -multiple inputs/ multiple outputs- closed-loop control. Thirdly, a cognitive control system based on the use of machine learning techniques applied to process quality diagnosis and self-adjustment of the RT control will be developed.

As a result, a unified and compact embedded solution for RT-control and high speed monitoring will be developed that brings into play: - The accurate measurement of temperature distribution, - The 3D seam profile and 2D melt pool geometry, - The surface texture dynamics, and process speed.

MAShES control will act simultaneously on multiple process variables, including laser power and modulation, process speed, powder and gas flow, and spot size.

MAShES will deal with usability and interoperability issues for compliance with cyber-physical operation of the system in a networked and cognitive factory. Moreover, standardisation issues will be addressed regarding the processes and the control system and contributions in this regard are envisaged.

MAShES will be designed under a modular approach, easily customizable for different laser processing applications in highly dynamic manufacturing scenarios. Validation and demonstration of prototypes of MAShES system will be done for laser welding and laser metal deposition (LMD) in operational scenarios at representative end-user facilities.

Deliverables

List of deliverables.
Communication material and record reports	Websites, patent fillings, videos etc.	2019-03-06 10:29:58
Demonstration of the MAShES system for Laser Metal Deposition- LMD processes	Documents, reports	2019-01-09 15:27:35
Demonstration of the MAShES system for laser welding applications	Documents, reports	2019-01-09 15:27:35
MAShES prototype	Demonstrators, pilots, prototypes	2019-01-09 15:27:35
MAShES dataset for benchmarking	Open Research Data Pilot	2019-03-06 09:58:58
Project Website	Websites, patent fillings, videos etc.	2019-02-12 12:36:18

Take a look to the deliverables list in detail: detailed list of MAShES deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2017	Jean Luc Pellouard Optical Nano-resonators and infrared applications at MiNaO published pages: , ISSN: , DOI:		2019-05-27
2017	Alexios Papacharalampopoulos, Panagiotis Stavropoulos, John Stavridis Adaptive control of thermal processes: laser welding and additive manufacturing paradigms published pages: , ISSN: 2212-8271, DOI:	Procedia CIRP	2019-05-27
2016	Alexios Papacharalampopoulos, John Stavridis, Panagiotis Stavropoulos, George Chryssolouris Cloud-based Control of Thermal Based Manufacturing Processes published pages: 254-259, ISSN: 2212-8271, DOI: 10.1016/j.procir.2016.09.036	Procedia CIRP 55	2019-05-27
2018	John Stavridis, Alexios Papacharalampopoulos, Panagiotis Stavropoulos Quality assessment in laser welding: a critical review published pages: 1825-1847, ISSN: 0268-3768, DOI: 10.1007/s00170-017-0461-4	The International Journal of Advanced Manufacturing Technology 94/5-8	2019-05-27
2018	John Stavridis, Alexios Papacharalampopoulos, Panagiotis Stavropoulos A cognitive approach for quality assessment in laser welding published pages: , ISSN: , DOI:		2019-05-27
2017	Anton Garcia-Diaz, Veronica Panadeiro, Baltasar Lodeiro, Jorge Rodriguez-Araujo, Alexios Papacharalampopoulos, Panagiotis Stavropoulos, John Stavridis OpenLMD, an open source middleware and toolkit for laser-based additive manufacturing of large metal parts published pages: , ISSN: 0736-5845, DOI:	Robotics and Computer Integrated Manufacturing	2019-05-27
2017	VerÃ³nica Panadeiro-Castro, Jorge Rodriguez-AraÃºjo, AntÃ³n GarcÃa-DÃaz, GermÃ¡n Vergara OpenLMD, MWIR imaging for high speed control for LMD processing published pages: , ISSN: 0898-1507, DOI:	Lasers in Engineering	2019-05-27
2017	Adrian Pallas, Anton Garcia-Diaz, Veronica Panadeiro A modular approach to online monitoring for laser-based 3D printing using deep MWIR features published pages: , ISSN: 0956-5515, DOI:	Journal of Intelligent manufacturing	2019-05-27

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