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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
ProfessorGiuliani Matteo
QualificationUntenured researcher legge 240/10
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/04 - Systems And Control Engineering
Curriculum VitaeDownload CV (90.6Kb - 26/10/2015)
OrcIDhttps://orcid.org/0000-0002-4780-9347

Contacts
Professor's office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
DEIB - edificio 21--13MondayFrom 11:00
To 12:00
9040--the meeting should be arranged via email
E-mailmatteo.giuliani@polimi.it
Professor's personal websitehttp://giuliani.faculty.polimi.it/

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

List of publications and reserach products for the year 2020
No product yet registered in the year 2020


List of publications and reserach products for the year 2019 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Dynamic, multi-objective optimal design and operation of water-energy systems for small, off-grid islands (Show >>)
Data Mining to Uncover Heterogeneous Water Use Behaviors From Smart Meter Data (Show >>)
What Is Controlling Our Control Rules? Opening the Black Box of Multireservoir Operating Policies Using Time‐Varying Sensitivity Analysis (Show >>)
Detecting the State of the Climate System via Artificial Intelligence to Improve Seasonal Forecasts and Inform Reservoir Operations (Show >>)
A Simplified Water Accounting Procedure to Assess Climate Change Impact on Water Resources for Agriculture across Different European River Basins (Show >>)
Scientific Books
Study on US-EU integrated power and water systems modelling (Show >>)
Conference proceedings
Data-driven control of water reservoirs using El Niño Southern Oscillation indexes (Show >>)
Data-driven modeling and control of droughts (Show >>)
Abstract in Atti di convegno
Integrated water-energy modelling: a scenario-based analysis to support energy system transition policies in the EU (Show >>)
Do we understand performance dependencies, trade-offs, and robustness in dam design and operation? (Show >>)
Optimal Infrastructure Sequencing and Management in the Zambezi River Basin (Show >>)
How does uncertainty affect cooperation strategies in transboundary water resources systems? A case study on the Zambezi River Basin (Show >>)
Exploring how reservoir design and operational trade-offs are shaped by information feedbacks (Show >>)
Robust design of off-grid water-energy systems under climate and socio-economic changes (Show >>)
Informing efficient reservoir filling strategies by seasonal drought forecasts (Show >>)
Neuro-Evolutionary Direct Policy Search for the optimal control of multi-purpose water resources systems (Show >>)


List of publications and reserach products for the year 2018 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Scalable Multiobjective Control for Large-Scale Water Resources Systems Under Uncertainty (Show >>)
Segmentation analysis of residential water-electricity demand for customized demand-side management programs (Show >>)
Implications of data sampling resolution on water use simulation, end-use disaggregation, and demand management (Show >>)
Policy tree optimization for threshold-based water resources management over multiple timescales (Show >>)
Automatic design of basin-specific drought indexes for highly regulated water systems (Show >>)
Identifying and Modeling Dynamic Preference Evolution in Multipurpose Water Resources Systems (Show >>)
Participated Planning of Large Water Infrastructures through Virtual Prototyping Technologies (Show >>)
Robustness Metrics: How Are They Calculated, When Should They Be Used and Why Do They Give Different Results? (Show >>)
Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider (Show >>)
Partitioning the impacts of streamflow and evaporation uncertainty on the operations of multipurpose reservoirs in arid regions (Show >>)
Fostering cooperation in power asymmetrical water systems by the use of direct release rules and index-based insurance schemes (Show >>)
Exploring How Changing Monsoonal Dynamics and Human Pressures Challenge Multireservoir Management for Flood Protection, Hydropower Production, and Agricultural Water Supply (Show >>)
Modeling the behavior of water reservoir operators via eigenbehavior analysis (Show >>)
Conference proceedings
High spatial resolution assessment of climate change impact on an Alpine watershed (Show >>)
Data-driven behavioral models of water reservoir operators (Show >>)
Abstract in Atti di convegno
Contrasting non-dynamic and dynamic models of the water-energy nexus in small, off-grid Mediterranean islands (Show >>)
An inverse nested approach to optimize planning and operation of water reservoir systems (Show >>)
Balancing hydropower production and sediment delivery via robust planning of dam portfolios under competing effects of dam sediment trapping and land use change (Show >>)
Improving the management of extreme weather events using teleconnection-based seasonal hydroclimatic forecasts (Show >>)
Informing water supply operations with basin-customized drought indexes under changing climate (Show >>)
From seasonal forecast skill to end-user economic benefit: the case of the Lake Como (Show >>)
Novel framework to improve water management adaptation under climate change scenarios (Show >>)
Segmentation analysis of hourly water and electricity use in Southern California to support demand-side management programs (Show >>)
Can data from intelligent water meters inform water demand modelling and management accurately, feasibly, and cost-effectively? (Show >>)
Coordination and adaptation: how advances in multi-objective control can reduce food-energy-water conflicts in multi-reservoir systems (Show >>)
Using and understanding robustness metrics: Guidance for decision-makers (Show >>)
Insurance portfolio diversification through bundling for competing agents exposed to uncorrelated drought and flood risks (Show >>)
Evaluating the Robustness of the Water-Energy-Food Nexus Using Integrated Climate and Socio-Economic Scenarios (Show >>)
What is controlling our control rules? Time-varying sensitivity analysis reveals the importance of adaptive and coordinated information use for multi-reservoir operations (Show >>)
Improving seasonal forecasts through the state of multiple large-scale climate signals to inform water management (Show >>)


List of publications and reserach products for the year 2017 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
A Hybrid Signature-based Iterative Disaggregation algorithm for Non-Intrusive Load Monitoring (Show >>)
Informing the operations of water reservoirs over multiple temporal scales by direct use of hydro-meteorological data (Show >>)
A coupled human-natural system to assess the operational value of weather and climate services for agriculture (Show >>)
Rival framings: A framework for discovering how problem formulation uncertainties shape risk management trade-offs in water resources systems (Show >>)
Balancing exploration, uncertainty and computational demands in many objective reservoir optimization (Show >>)
Scientific Books
Gamified approaches for Water Management Systems: an Overview (Show >>)
Conference proceedings
Scenario-based fitted Q-iteration for adaptive control of water reservoir systems under uncertainty (Show >>)
Abstract in Atti di convegno
Policy tree optimization for adaptive management of water resources systems (Show >>)
Scenario-based fitted Q-iteration for adaptive control of water reservoir systems under uncertainty (Show >>)
Integrating operation design into infrastructure planning to foster robustness of planned water systems (Show >>)
Financial tools to induce cooperation in power asymmetrical water systems (Show >>)
Assessing the skill of seasonal meteorological forecast products for predicting droughts and water scarcity in highly regulated basins (Show >>)
Improving seasonal forecast through the state of large-scale climate signals (Show >>)
Pathways to designing and running an operational flood forecasting system: an adventure game! (Show >>)
How much can a single webcam tell to the operation of a water system? (Show >>)
Designing basin-customized combined drought indices via feature extraction (Show >>)
DESIGN AND APPLICATION OF DROUGHT INDEXES IN HIGHLY REGULATED MEDITERRANEAN WATER SYSTEMS (Show >>)
Improving seasonal forecasts of hydroclimatic variables through the state of multiple large-scale climate signals (Show >>)
Exploring How Changing Monsoonal Dynamics and Human Pressures Challenge Multi-Reservoir Management of Food-Energy-Water Tradeoffs (Show >>)
INDEX-BASED INSURANCE CONTRACTS TO FOSTER COOPERATION BETWEEN AGENTS EXPOSED TO UNCORRELATED DROUGHT AND FLOODING RISKS (Show >>)
Unifying framework for the classification and calculation of robustness metrics (Show >>)


List of publications and reserach products for the year 2016 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Sparse Optimization for Automated Energy End Use Disaggregation (Show >>)
Curses, tradeoffs, and scalable management: Advancing evolutionary multiobjective direct policy search to improve water reservoir operations (Show >>)
Is robustness really robust? How different definitions of robustness impact decision-making under climate change (Show >>)
Large storage operations under climate change: Expanding uncertainties and evolving tradeoffs (Show >>)
A diagnostic assessment of evolutionary algorithms for multi-objective surface water reservoir control (Show >>)
A bottom-up approach to identifying the maximum operational adaptive capacity of water resource systems to a changing climate (Show >>)
A coupled human-natural systems analysis of irrigated agriculture under changing climate (Show >>)
A Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems (Show >>)
Using crowdsourced web content for informing water systems operations in snow-dominated catchments (Show >>)
Conference proceedings
Water Resources Systems Operations via Multiagent Negotiation (Extended Abstract) (Show >>)
Multimedia on the Mountaintop: Using public snow images to improve water systems operation (Show >>)
A modelling framework to evaluate human-induced alterations of network sediment connectivity and quantify their unplanned adverse impact (Show >>)
Profiling residential water users’ routines by eigenbehavior modelling (Show >>)
Developing a stochastic simulation model for the generation of residential water end-use demand time series (Show >>)
Using multiagent negotiation to model water resources systems operations (Show >>)
Reducing the Intrusiveness of Energy and Water End-use Disaggregation via Social Media and Users Interactions (Show >>)
Abstract in Atti di convegno
Modelling water operators' time varying risk aversion by an agent-based multi lateral negotiation protocol (Show >>)
M3O: a Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems (Show >>)
Using web content for informing water management in snow-dominated catchments (Show >>)
Is Robustness Really Robust? How Different Definitions of Robustness Impact Decision-making Under Climate Change (Show >>)
Online processing of energy and water consumption data to deliver end use characterisation. (Show >>)
Balancing Exploration, Uncertainty and Computational Time in Many-Objective Reservoir Policy Optimization (Show >>)
Smart meter enabled dynamic pricing of water. (Show >>)
Data-driven behavioural modelling of residential water consumption to inform water demand management strategies (Show >>)
Unveiling Residential Water Consumers’ Behaviour and Profiles Through Machine Learning Techniques (Show >>)
Mining residential water and electricity demand data in Southern California to inform demand management strategies (Show >>)
ICT Solutions for Highly-Customized Water Demand Management Strategies (Show >>)
Balancing Exploration, Uncertainty Representation and Computational Time in Many-Objective Reservoir Policy Optimization (Show >>)
Flexible and adaptive water systems operations through more informed and dynamic decisions (Show >>)
Policy Tree Optimization for Adaptive Management of Water Resources Systems (Show >>)
Implications of Preference and Problem Formulation on the Operating Policies of Complex Multi-Reservoir Systems (Show >>)
Poster
Designing and assessing weather-based financial hedging contracts to mitigate water conflicts at the river basin scale. A case study in the Italian Alps (Show >>)
Advancing Residential Water Management by Smart Metering and Data Intensive Modeling of Consumers’ Behaviors (Show >>)
manifesti v. 3.2.3 / 3.2.3
Area Servizi ICT
25/02/2020