Marco Macchi

Marco Macchi

Politecnico di Milano

H-index: 33

Europe-Italy

About Marco Macchi

Marco Macchi, With an exceptional h-index of 33 and a recent h-index of 26 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of Industrial engineering.

His recent articles reflect a diverse array of research interests and contributions to the field:

The Role of Low-Cost Digital Solutions in Supporting Industrial Sustainability

Time to be responsive in the process industry: a literature-based analysis of trends of change, solutions and challenges

Unlocking the potential of data in circular manufacturing: opportunities for data sharing and stakeholders' collaboration

A methodology to boost data-driven decision-making process for a modern maintenance practice

A framework for fault detection and diagnostics of articulated collaborative robots based on hybrid series modelling of Artificial Intelligence algorithms

Digital Twin-Driven Condition-Based Maintenance

A value-driven method for the design of performance-based services for manufacturing equipment

Norm-based data labelling in supervised learning for fault detection and diagnostics of rotating elements towards maintenance servitisation

Marco Macchi Information

University

Position

___

Citations(all)

6197

Citations(since 2020)

4971

Cited By

2605

hIndex(all)

33

hIndex(since 2020)

26

i10Index(all)

92

i10Index(since 2020)

69

Email

University Profile Page

Politecnico di Milano

Google Scholar

View Google Scholar Profile

Marco Macchi Skills & Research Interests

Industrial engineering

Top articles of Marco Macchi

Title

Journal

Author(s)

Publication Date

The Role of Low-Cost Digital Solutions in Supporting Industrial Sustainability

Sustainability

Tasnim A Abdel-Aty

Duncan McFarlane

Sam Brooks

Liz Salter

Awwal Sanusi Abubakar

...

2024/2/3

Time to be responsive in the process industry: a literature-based analysis of trends of change, solutions and challenges

Production Planning & Control

Alessia Napoleone

Alessandro Pozzetti

Marco Macchi

Rasmus Andersen

2023/4/26

Unlocking the potential of data in circular manufacturing: opportunities for data sharing and stakeholders' collaboration

Tasnim A Abdel-Aty

Federica Acerbi

Elisa Negri

Marco Macchi

2023/1/1

A methodology to boost data-driven decision-making process for a modern maintenance practice

Production Planning & Control

Adalberto Polenghi

Irene Roda

Marco Macchi

Alessandro Pozzetti

2023/10/26

A framework for fault detection and diagnostics of articulated collaborative robots based on hybrid series modelling of Artificial Intelligence algorithms

Journal of Intelligent Manufacturing

Adalberto Polenghi

Laura Cattaneo

Marco Macchi

2023/1/19

Digital Twin-Driven Condition-Based Maintenance

Adolfo Crespo del Castillo

Marco Macchi

Laura Cattaneo

2023

A value-driven method for the design of performance-based services for manufacturing equipment

Production Planning & Control

Maria Holgado

Marco Macchi

2023/10/26

Norm-based data labelling in supervised learning for fault detection and diagnostics of rotating elements towards maintenance servitisation

IFAC-PapersOnLine

Adalberto Polenghi

Irene Roda

Valerio Pesenti

Davide Pasanisi

Marco Macchi

...

2023/1/1

Operations-aware novelty detection framework for CNC machine tools: proposal and application

The International Journal of Advanced Manufacturing Technology

Marco Macchi

Laura Cattaneo

Adalberto Polenghi

Danilo Bruno

Sofia Mosci

...

2023/10

A conceptual framework for Digital Twins in production scheduling and control

IFAC-PapersOnLine

Marco Macchi

Lorenzo Ragazzini

Elisa Negri

2023/1/1

Synchronisation of material flows in mass-customised production systems: a literature-based classification framework and industrial application

Production Planning & Control

Alessia Napoleone

Emilio Moretti

Marco Macchi

Marco Melacini

2023/5/18

How the technologies underlying cyber-physical systems support the reconfigurability capability in manufacturing: a literature review

Alessia Napoleone

Elisa Negri

Marco Macchi

Alessandro Pozzetti

2023/5/3

An ontology to integrate process-based approach in ZDM strategies in a Digital Twin framework

IFAC-PapersOnLine

Lorenzo Ghedini

Adalberto Polenghi

Marco Macchi

2023/1/1

Integrating PHM into production scheduling through a Digital Twin-based framework

IFAC-PapersOnLine

Elisa Negri

Laura Cattaneo

Vibhor Pandhare

Marco Macchi

Jay Lee

2022/1/1

Knowledge reuse for ontology modelling in Maintenance and Industrial Asset Management

Journal of Industrial Information Integration

Adalberto Polenghi

Irene Roda

Marco Macchi

Alessandro Pozzetti

Hervé Panetto

2022/5/1

A Framework for Asset Centered Servitization Based on Micro-services

Alessandro Ruberti

Adalberto Polenghi

Marco Macchi

2022/9/17

Local Digital Twin-based control of a cobot-assisted assembly cell based on Dispatching Rules

IFAC-PapersOnLine

Ragazzini Lorenzo

Negri Elisa

Macchi Marco

2022/1/1

Ontology-augmented Prognostics and Health Management for shopfloor-synchronised joint maintenance and production management decisions

Journal of Industrial Information Integration

Adalberto Polenghi

Irene Roda

Marco Macchi

Alessandro Pozzetti

2022/5/1

Open Semantic Meta-model as a Cornerstone for the Design and Simulation of CPS-based Factories

Jan Wehrstedt

Diego Rovere

Paolo Pedrazzoli

Giovanni dal Maso

Torben Meyer

...

2022/9/1

Development of an advanced condition-based maintenance system for high-critical industrial fans in a foundry

IFAC-PapersOnLine

A Polenghi

L Cattaneo

M Macchi

D Pasanisi

V Pesenti

...

2022/1/1

See List of Professors in Marco Macchi University(Politecnico di Milano)