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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerMacchi Marco
QualificationFull professor full time
Belonging DepartmentDipartimento di Ingegneria Gestionale
Scientific-Disciplinary SectorIIND-05/A - Industrial Mechanical Plants
Curriculum VitaeDownload CV (459.48Kb - 20/06/2019)
OrcIDhttps://orcid.org/0000-0003-3078-6051

Contacts
Office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Dipartimento di Ingegneria Gestionale22.09FridayFrom 09:30
To 11:30
+390223992726------
E-mailmarco.macchi@polimi.it
Personal website---

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

List of publications and reserach products for the year 2026 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Knowledge graph-driven process reasoning of human-robot collaborative disassembly strategy for end-of-life products (Show >>)


List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Cognitive Digital Twins and their role for Circular Manufacturing strategies (Show >>)
Cost-Effectiveness of Structural Health Monitoring on the Lifecycle of Composite Aerospace Elements (Show >>)
Digital Twins in maintenance and asset management: evidence on the technology adoption from scientific literature and patents (Show >>)
Evaluation of the Digital Product Passport for Remanufacturing: A Case Study Using Asset Administration Shell (Show >>)
Intelligent disassembly system for end-of-life product using human robot collaboration on a digital twin platform (Show >>)
Low-cost data integration framework for integration with simulation-as-a-service digital twins for make-to-order manufacturing SME (Show >>)
Journal Articles
A sustainable echelon re-utilization and recycling for dynamic end-of-life electric vehicle battery packs (Show >>)
Intelligent disassembly scenario understanding for human behavior and intention recognition towards self-perception human-robot collaboration system (Show >>)
The Digital REadiness Assessment MaturitY (DREAMY) framework to guide manufacturing companies towards a digitalisation roadmap (Show >>)


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Decision Support Tool for the Economic Impact Assessment of Structural Health Monitoring Systems in Composite Rotorcraft Elements (Show >>)
A Transfer Learning approach for Anomaly Detection within a Collaborative Prognostic Framework for advanced maintenance services (Show >>)
A circular manufacturing framework for SMEs leveraging on low-cost digital technologies (Show >>)
Adoption of AI-Based Systems in Industrial Maintenance: Empirical Evidences from an Action Research in the Maintenance Service Business (Show >>)
Asset Performance Management: current status and future development (Show >>)
Digital Twins in Manufacturing: A Three-layer Heat-map Analysis (Show >>)
Economic Impact Assessment of Structural Health Monitoring Systems on the Lifecycle of a Helicopter Blade (Show >>)
Experience on centralizing the Asset Management and Maintenance Engineering function in an Italian multi-utility company (Show >>)
Integrating maintenance and energy problems through a Digital Twin-based decision support framework under the guidance of Asset Management (Show >>)
Modeling Operational Control in Discrete-Event Logistics Systems and Their Digital Twins (Show >>)
Preliminary investigation of the state of the art on digital servitization for Industrial Asset lifecycle Management (Show >>)
Proposal of a human-in-the-loop-based framework for advancing maintenance applications for collaborative robots (Show >>)
Towards a Maturity Model for Intelligent Digital Twins in Manufacturing (Show >>)
Journal Articles
A framework for fault detection and diagnostics of articulated collaborative robots based on hybrid series modelling of Artificial Intelligence algorithms (Show >>)
Application of Artificial Neural Networks to a Model of a Helicopter Rotor Blade for Damage Identification in Realistic Load Conditions (Show >>)
Digital Twin-based bottleneck prediction for improved production control (Show >>)
Digital solutions for workplace safety: An empirical study on their adoption in Italian metalworking SMEs (Show >>)
Digital twin-enabled robust production scheduling for equipment in degraded state (Show >>)
Economic Impact Assessment of Structural Health Monitoring Systems on Helicopter Blade Beginning of Life (Show >>)
Maintenance plan adaptation based on health ratings of servitised machines through a fleet-wide machine clustering method (Show >>)
Synchronisation of material flows in mass-customised production systems: a literature-based classification framework and industrial application (Show >>)
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 methodology to boost data-driven decision-making process for a modern maintenance practice (Show >>)
A value-driven method for the design of performance-based services for manufacturing equipment (Show >>)
How the technologies underlying cyber-physical systems support the reconfigurability capability in manufacturing: a literature review (Show >>)
Operations-aware novelty detection framework for CNC machine tools: proposal and application (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 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 >>)
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 >>)
manifesti v. 3.13.1 / 3.13.1
Area Servizi ICT
10/02/2026