The School of Management has five Laboratories – involved in knowledge transfer activities, more than thirty Observatories – on-going practice-oriented research projects that focus on hot topics selected in collaboration with partner organisations in the business and policy-making communities, and five Centres bringing together Faculty members according to their research interests. This organisation brings great flexibility to our research work and stimulates multi-disciplinary research projects and collaboration.
Labs & Centers
The Observatories of the School of Management are on-going practice-oriented research projects, that focus on hot topics selected in collaboration with partner organisations in the business and policy-making communities. The full list includes:
In 1999, the Digital Innovation Observatories of the School of Management of Politecnico di Milano were established to raise cultural awareness in all the main areas of digital innovation.
Today, the Observatories provide an expert point of reference for digital innovation, integrating Research work, Communication and Continuous Update.
According to the vision driving the work of the Observatories, digital innovation is a key element of a country’s development.
The mission is to create and spread knowledge on the opportunities and the impact of digital technology on companies, public authorities and citizens through interpretative models based on sound empirical evidence combined with spaces for independent, ongoing, and precompetitive discussions aimed at bringing together the demand-and offer-sides of Digital Innovation.
- Research: our research is carried out by a team of over 90 professors, researchers and analysts working in more than 30 Observatories. Together, they address key matters of digital innovation in companies (including SMEs) and public authorities.
- Knowledge: Osservatori.net is the point of reference for professionals wishing to remain up to date on digital innovation. They offer a single source of information, data and knowledge based on publications, webinars and workshops prepared by analysts and experts with distinctive and unique expertise and know-how. The work is distributed over a multi-media interactive platform.
- Communication: the Observatories spread good practice, experience and a culture of digital innovation through conventions, media and publications, issuing over 5.500 press releases and articles, and holding 200 public events every year.
- Networking: the Observatories gather together a wider community of offer-side and demand-side decision-makers and institutions, developing solid relationships and working together to help spread digital innovation.
Activities are conducted by a team of nearly 100 professors, researchers and analysts in more than 30 Observatories addressing key Digital Innovation topics in Companies (including SMBs) and Public Authorities: Artificial Intelligence, Big Data Analytics & Business Intelligence, Blockchain & Distributed Ledger, Cloud Transformation, Cloud in the PS, Contract Logistics, Digital Agenda, Design Management and PLM (GeCo), Digital Innovation in Cultural Heritage and Activities, Digital Innovation in Healthcare, Digital Innovation in Retail, Digital Innovation in the Sport industry, Digital Innovation in Tourism, Digital Thinking for Business, Digital Transformation Academy, eCommerce B2c, eGovernment, Electronic Invoicing & B2b eCommerce, Export, Fintech & Insurtech, Food Sustainability, Information Security & Privacy, Internet Media, Internet of Things, HR Innovation Practice, Industry 4.0, Mobile B2c Strategy, Mobile Banking, Mobile Payment & Commerce, Multichannel, Omnichannel Customer Experience, Online Gaming, Professionals and Digital Innovation, Smart Agrifood, Smart Working, Startup Hi-tech, Startup Intelligence, Supply Chain Finance.
The Observatories face such topics by adopting the style that is typical of the School of Management of the Politecnico di Milano that combines thorough “experimental” analysis of real life cases in an attempt to develop reliable frameworks, to looking at what is happening in the Country using the most advanced worldwide experience as benchmark, to rationalizing the actual reality being observed to draw guidelines for companies. The Digital Innovation Observatories are strongly integrated with the educational activities of the School of Management: they represent an important source for the development of teaching and discussion materials for courses, also drawing lifeblood from the experience of course attendees (in particular post-graduate courses delivered by the MIP Graduate School of Business) or of those who have attended them in the past.
Established in 2007, Energy & Strategy is a team of professors, researchers and managers dedicated to research and consultancy activities on innovation and strategy concerning renewable energies, energy efficiency, smart grid, environmental sustainability, recycling and circular economy
The aim of Energy & Strategy Group is to be a reference point for the analysis, understanding and monitoring of the renewable energy and energy efficiency industries and environmental sustainability.
The “Entrepreneurship Finance & Innovation” group at the School of Management of Politecnico di Milano analyse all the topics related to entrepreneurial and corporate finance, with particular attention to the effects of innovation, firm competitivity and economic growth. At the moment the research group is active in 3 different streams:
- Observatory on Mini-Bond, aimed at studying the industry of debt securities issued by Italian SMEs;
- Observatory on Crowd-Investing, aimed at studying the ecosystem of equity-based and lending-based crowdfunding in Italy;
- Research books on specific topics, among which: initial public offerings, alternative finance for SMEs, fintech, ESG investing, the NPL market.
The activity of the Observatories is supported by private partners and sponsored by prestigious public institutions
Pheel is a laboratory which summarises the analysis of the biological and physiological signals of individual and expert evaluation in order to study the behaviour of individuals in response to specific stimuli(products/services/experiences, interfaces, advertisements, editorial contents, non-advertising messages, social interaction, etc.).
Thanks to the mix of detection and analysis skills of biological signals, to expert evaluation procedures, semiotics and marketing, Pheel is able to analyse people’s involvement when using various different artefacts, providing innovative and multi-dimensional interpretation keys.
The study of biological signals is a constantly-evolving discipline. The expertise in the field of Biomedical Engineering at the Politecnico di Milano represents a national landmark as well as one of the world’s top centres in the field of Engineering Applied to Medicine. Our research protocols use non-invasive methods and instrumentation, verified and tested on a variety of subjects, including children and people in fragile conditions. The experience we have gained at the Design Department of the Politecnico di Milano in the various project applications allows us to provide creative and rigorous interpretation keys, which aim at translating outcomes into concrete design inputs, useful for designing products and services and for defining communication strategies. The expertise of the School of Management of the Politecnico di Milano, a national landmark in the study of consumer evolution in response to the multi-channel revolution of enterprise-market relationships, leads to results which can be immediately put into operation at a managerial level.
Pheel is located in the Polihub, Via Durando 39/A, 7th Floor.
The laboratory can accommodate up to 8 multimodal detection stations (EEG, eye tracking, ECG and respiratory curve wearables, Galvanic Skin Response detectors and facial expression sensors).
The equipment allows both lab data collection and, with reference to specific operating functions, data collection on the move.
- Electroencephalogram – Attention, engagement, enjoyment, cognitive effort
- Electrocardiogram and respiratory curve wearables – Relaxation, anxiety, stress, involvement
- Galvanic skin response detection sensors – Excitement, attention, interest, involvement
- Eye-tracking equipment – Excitement, cognitive effort, enjoyment, interest, involvement
- Facial expression detector – Surprise, joy, disgust, anger, fear
The IoT Lab is dedicated to applied and basic research on topics related to the Internet of Things (IoT). It focuses on the research and design of “open” and “flexible” hardware and software platforms for the implementation of IoT complex systems in support of different vertical application scenarios. The most important of these is Energy Management in Smart Homes/Buildings, with strong connections to the Smart Grid and Smart City themes.
The Laboratory aims at creating an environment for the research, design, development and testing of IoT 360° solutions, but with specific reference to applications in the field of energy, requiring the management of complex heterogeneous systems, which include monitoring, generation management, storage and use of renewable energy, communication systems, distributed sensor devices, Key Performance Indicators (KPI) relating to system functioning and advanced user interfaces (monitoring and control dashboards).
The Laboratory collaborates with four Politecnico di Milano Departments, with competence areas that complement each other:
- The Department of Management, Economics and Industrial Engineering: market analyses, IoT technologies/platforms and impact on business models
- The Department of Electronics, Information and Bioengineering: research, development and prototyping technologies and IoT platforms
- The Department of Energy: design and management of plants and energy systems, with specific reference to electric energy storage systems
- The Department of Design: Human-Machine Interface, User Experience & Interaction
The Laboratory aims at providing a large-scale IoT system for the collection of information from the environment and its transfer to a control centre, as well as the skills necessary to control logics, processing and display of data’s development. This system operates like an open “platform” for the development of different vertical applications that are also dedicated to other research areas of the University. To this end, the Laboratory is equipped with devices for the monitoring of energy consumption, sensors for the monitoring of environmental parameters (temperature, humidity and presence), multimedia sensors (smart camera and thermal cameras) and the communication infrastructure necessary to deliver the acquired information to a remote control centre. This system is physically hosted at the Laboratory’s main site in Peschiera Borromeo, while some specific components are developed and hosted at the satellite office in via Ponzio (at the Department of Electronics, Information and Bioengineering).
A test environment dedicated to research activities in the field of energy, having the capability of performing tests on electrical loads, generators and storage systems, is instead located in the Milano Bovisa satellite office. The equipment there interfaces remotely with the main site in Peschiera Borromeo and enables applications’ testing in optical Smart Grid and Smart City (coordinated load management, controllable generation and energy storage in grid-connected or micro-grid configuration) and to develop innovative monitoring and management methods based on an open and highly flexible IoT platform which different stakeholders, both internal and external to the University, can use to design and test specific applications.
Main location: Via Giuseppe di Vittorio 61, Peschiera Borromeo (MI)
Via Ponzio 34/5, 20133 Milano (at the Department of Electronics, Information and Bioengineering)
Via Lambruschini 4, 20156 Milano (at the Department of Energy)
Equipment provided by the Departments involved in the Laboratory
- ZigBee Nodes
- Nodes for environmental monitoring and GPRS gateway
- Kit for the monitoring of energy consumption
- Wi-Fi Development Kit with sensors
- RF nodes for the monitoring of environmental parameters and corresponding receiver
- RF system for locating people
- Various radio frequency identification systems (fixed and mobile)
- 100 KW back-to-back inverter
- Molten salt accumulation system (23 KWh)
- Digital Oscilloscope
- Energy Meter
- Meeting facilities, for meetings and research workshop with partners.
The objective of the Urbanscope Lab is to help renewing the link between know-how and action in the decision-making processes, public and private, which concern and produce the cities and the urban, as complex spatial, social, economic and institutional processes. More than 50% of the population lives today in cities and this trend is expected to continue: the available studies describe an increasingly “urbanised” world in which the cities are the places where not only people, but also resources, key players, opportunities and issues concentrate. In practice, according to the most recent literature, the world is increasingly “urban”, as well as urbanised, since it is based and operates on the basis of a close interdependence between the urban, traditionally understood and what used to be called non-urban. We are, in other words, in the presence of players and relations that interconnect in a stable manner, of systems that may be physically very distant but remain strictly interdependent, where the relational mechanisms are key for the operation of the different interconnected systems and where the distinction between local and global, between real and virtual world (web and social media), between urban and non-urban becomes increasingly blurred. In this sense, the definition of “urban” should no longer be understood as referring to a spatial unit marked by clear and unambiguous borders: the cities of the XIX-XX century are in fact only one of the forms of the urban of today. In the same way, we see a series of new global players at the centre of complex and articulated processes interacting with this new urban condition. We are therefore facing what has been called “Planetary Urbanisation” (Brenner and Schmidt, 2013).
Focusing on the need to find a new way to process data and information needed by all those who act on the base of principles of individual and collective rationality in the social, economic and institutional field to understand, to make decisions and to govern in this new urban condition, the lab shall focus on two key nodes: public players, increasingly involved in complex decisions that go beyond their administrative borders and global companies, where the “global” term is understood not strictly, in the physical sense, but in terms of market and competition.
Department of Management, Economics and Industrial Engineering
Via Lambruschini, 4/B
Software for statistical analysis and High Performance Computation, with the support of the MOX lab of the Mathematics Department:
Software for display and design, with the support of the Density Design lab:
Software for analysis of statistical data and cartography production in a GIS environment, with the support of the Ladec lab:
The Asset Management Lab at the School of Management of Politecnico di Milano is a research laboratory for the development of methods, tools and approaches for the lifecyle management of industrial assets, with a specific concern on maintenance management.
The Laboratory focuses on the following topics:
- the role of information system for the development of maintenance policies and for the measurement and control of performance along the lifecycle of the assets;
- the development of diagnostics and prognostics technics for decision making based on Information and Communication Technology (E- maintenance);
- the role of maintenance engineering for the development and continuous improvement of maintenance management;
- the use of Total Cost of Ownership (TCO) to support decision and use of technical and reliability information for the calculation of TCO;
The Laboratory considering a strong relation between academia and industry as a driver for the development of solutions, in order to study topics that can directly support industry. A multidisciplinary approach further contributes to realize important results.
Among the results achieved in the laboratory, it is worth to mention:
- a smart maintenance platform for Condition Based Maintenance in the manufacturing sector
- Total Cost of Ownership model based on Monte Carlo simulation
- Engineering approach based on ontology description of manufacturing system
The Industry4.0Lab at the School of Management of Politecnico di Milano is made by a fully automated assembly and manufacturing line. The high flexibility of the system and the modularity of the configuration allows to test and replicate virtually any variety of manufacturing and assembly system for discrete manufacturing. Moreover, the configuration of the system can be reshaped very quickly and with ad hoc modelling and simulation tools.
This allow is to act both as a research oriented lab as well as a Teaching Factory.
Thanks to its hardware and software architecture, which totally replicates a real factory ready for Industry 4.0 concepts is possible to investigate different kind of research areas within the I4.0Lab:
- Advances Manufacturing Systems;
- Manufacturing Operations;
- Maintenance Management;
- Sustainable Manufacturing;
- Big Data Analytics;
- Iot and Cyber-Physical Systems;
- Combination of Production and Logistics;
I4.0Lab has been designed to address four main purposes:
- Research Projects related activities;
- Education and Training;
- Concept validation and prototyping;
- Awareness creation and Consulting.
The I4.0Lab implements a multidisciplinary vision of production environments for the realization of the teaching and research lab for the new manufacturing, thanks to the involvement of other Department of Politecnico di Milano and international Universities and Research Center.
The Industry 4.0 Lab is engaged in several research projects to practically implement new business model concepts and to develop required tools for deployment and assessment of intelligent business processes.
TIRESIA is the International Research Center promoted by the School of Management of Politecnico di Milano pursuing scientific excellence in the field of Social and Impact Innovation
Tiresia empowers people and institutions to most disruptive changes and challenges in social innovation ecosystems. Through research, education, advisory and experiential learning, we enhence the capacity of individuals and organizations to embrace global and innovative solutions to complex societal problems.
Tiresia consider social business and inclusive economy the powering engine working across sectors, institutions, and disciplines to build new social infrastructure and to foster economic growth.
Leadin’ Lab is the laboratory for Leadership, Design and Innovation at the School of Management of Politecnico di Milano. It helps leaders to create meaningful innovations and transform organizations.
When you enter Leadin’ Lab you join a circle of researchers and pioneering managers who address the novel challenges of value creation in a world overcrowded by information and ideas. We combine action with research: we scan the context, conduct our own experiments, and develop new tools.
So that your decisions are informed by science. Ultimately, our purpose is to enable you to master the landscape and the frontier of leadership, design and innovation, and become a thought leader who inspire others.
The ReMAPS research group carries on studies and applied researches aimed at supporting institutions and organizations that operate in the strategic fields of Arts and Public Services to rethink and innovate how policies and management are designed and implemented.
All ReMAPS researchers share the common belief for a collaborative and multidisciplinary approach to such kind of innovation to conciliate and integrate different goals, perspectives, methodologies and experiences.
Collaborating with the ReMAPS group guarantees state-of-art results due to the diversified portfolio of its researchers’ competencies and their established network with leading institutions and organizations in both Italy and Europe.
The Lean Excellence Centre is a research group engaged in both studying and spreading the Lean approach in companies and organizations in general.
It targets all those willing to deepen their knowledge in the most significant managerial innovation of the last years, with the final aim of overcoming its deceptive simplicity by supporting companies in implementing the innovative and differentiating aspects of Lean.
IDeaLs is a research platform pioneering new ways to engage people to make innovation happen.
In our search for meaningful innovation, we will develop new insights and tools that leverage the power of design and digital technologies.
IDeaLs brings science into action. It joins leading organizations, thought leaders and researchers to create tools that spark change and deliver impact.
The R2MaCS research group develops basic and action research projects to foster the adoption of risk and resilience models and metrics in making informed decisions on complex socio-technical systems and related phenomena. We are mainly active in the fields of Critical Infrastructure Resilience, Operations and Supply Chain Risk Management, Healthcare Risk Management, covering the full spectrum of stakeholders’ needs. The interplay between technical, organizational and social aspects is particularly investigated, making use of different modelling techniques and proprietary methods.