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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorMacchi Marco
QualificationFull professor full time
Belonging DepartmentDipartimento di Ingegneria Gestionale
Scientific-Disciplinary SectorING-IND/17 - Industrial Mechanical Systems Engineering
Curriculum VitaeDownload CV (459.48Kb - 20/06/2019)

Professor's office hours
Dipartimento di Ingegneria Gestionale22.09FridayFrom 09:30
To 11:30
Professor's personal website--

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
The Role of Low-Cost Digital Solutions in Supporting Industrial Sustainability (Show >>)

List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A conceptual framework for Digital Twins in production scheduling and control (Show >>)
An ontology to integrate process-based approach in ZDM strategies in a Digital Twin framework (Show >>)
Norm-based data labelling in supervised learning for fault detection and diagnostics of rotating elements towards maintenance servitisation (Show >>)
Towards Viable Modelling for Robust Flow Shop Scheduling in Production Environments Under Uncertainty (Show >>)
Unlocking the Potential of Data in Circular Manufacturing: Opportunities for data sharing and stakeholders' collaboration (Show >>)
Journal Articles
A framework for fault detection and diagnostics of articulated collaborative robots based on hybrid series modelling of Artificial Intelligence algorithms (Show >>)
A methodology to boost data-driven decision-making process for a modern maintenance practice (Show >>)
Operations-aware novelty detection framework for CNC machine tools: proposal and application (Show >>)
Synchronisation of material flows in mass-customised production systems: a literature-based classification framework and industrial application (Show >>)

List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Framework for Asset Centered Servitization Based on Micro-services (Show >>)
Application of Total Cost of Ownership Driven Methodology for Predictive Maintenance Implementation in the Food Industry (Show >>)
Development of an advanced condition-based maintenance system for high-critical industrial fans in a foundry (Show >>)
Fostering Circular Manufacturing Through the Integration of Genetic Algorithm and Process Mining (Show >>)
Integrating PHM into production scheduling through a Digital Twin-based framework (Show >>)
Local Digital Twin-based control of a cobot-assisted assembly cell based on Dispatching Rules (Show >>)
On the role of Data Quality in AI-based Prognostics and Health Management (Show >>)
Proposal and test of a configurable production system Digital Model to support Energy-based Asset Management (Show >>)
Semantic Interoperability in Industrial Maintenance-related Applications: Multiple Ontologies Integration towards a Unified BFO-compliant Taxonomy (Show >>)
Journal Articles
An ontological modelling of multi-attribute criticality analysis to guide Prognostics and Health Management program development (Show >>)
Control for smart systems: Challenges and trends in smart cities (Show >>)
How the technologies underlying cyber-physical systems support the reconfigurability capability in manufacturing: a literature review (Show >>)
Knowledge reuse for ontology modelling in Maintenance and Industrial Asset Management (Show >>)
Ontology-augmented Prognostics and Health Management for shopfloor-synchronised joint maintenance and production management decisions (Show >>)

List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Advances in Production Management Systems: Issues, Trends, and Vision Towards 2030 (Show >>)
Conference proceedings
A Digital Twin-based Approach to the Real-time Assembly Line Balancing Problem (Show >>)
A Digital Twin-based Predictive Strategy for Workload Control (Show >>)
Enterprise information systems interoperability for asset lifecycle management to enhance circular manufacturing (Show >>)
Experiential learning of Prognostics and Health Management and its implementation in MATLAB (Show >>)
Multi-attribute ontology-based criticality analysis of manufacturing assets for maintenance strategies planning (Show >>)
On the relevance of clustering strategies for collaborative prognostics (Show >>)
Sustainable Maintenance Performances and EN 15341:2019: An Integration Proposal (Show >>)
System-Level Overall Equipment Effectiveness for Improving Asset Management Performance: A Case Study Application (Show >>)
Journal Articles
A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins (Show >>)
A framework to integrate novelty detection and remaining useful life prediction in Industry 4.0-based manufacturing systems (Show >>)
A value-driven method for the design of performance-based services for manufacturing equipment (Show >>)
Covid-19 Massive Vaccination Center Layouts. A modular and Scalable Model for Lombardy Region, Italy. (Show >>)
Field-synchronized Digital Twin framework for production scheduling with uncertainty (Show >>)
Information as a key dimension to develop industrial asset management in manufacturing (Show >>)
Maintenance concepts evolution: a comparative review towards Advanced Maintenance conceptualization (Show >>)
Time to be responsive in the process industry: a literature-based analysis of trends of change, solutions and challenges (Show >>)

List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Contributions on scientific books
A Review of the Roles of Digital Twin in CPS-Based Production Systems (Show >>)
Conference proceedings
A Conceptual Model of the IT Ecosystem for Asset Management in the Global Manufacturing Context (Show >>)
An integrated simulation paradigm for lifecycle-covering maintenance in the Industry 4.0 context (Show >>)
Data taxonomy to manage information and data in Maintenance Management (Show >>)
Exploring Synergies Between Circular Economy and Asset Management (Show >>)
Local Decision Making based on Distributed Digital Twin Framework (Show >>)
On the focal concepts of Maintenance in the Digital era (Show >>)
Tolerance Scheduling for CPS (Show >>)
Virtual Sensors: a Tool to Improve Reliability (Show >>)
Editorship of scientific books
Value Based and Intelligent Asset Management. Mastering the Asset Management Transformation in Industrial Plants and Infrastructures (Show >>)
Journal Articles
A review on the characteristics of cyber-physical systems for the future smart factories (Show >>)
Analysing the support of sustainability within the manufacturing strategy through multiple perspectives of different business functions (Show >>)
Building a Total Cost of Ownership model to support manufacturing asset lifecycle management (Show >>)
Exploring the impacts and contributions of maintenance function for sustainable manufacturing (Show >>)
MES-integrated digital twin frameworks (Show >>)
Modelling and solving spare parts supply chain network design problems (Show >>)
manifesti v. 3.5.17 / 3.5.17
Area Servizi ICT