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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 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Integrated Design of Dam Size and Operations via Reinforcement Learning (Show >>)


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


List of publications and reserach products for the year 2018 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
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 >>)
Can data from intelligent water meters inform water demand modelling and management accurately, feasibly, and cost-effectively? (Show >>)
Contrasting non-dynamic and dynamic models of the water-energy nexus in small, off-grid Mediterranean islands (Show >>)
Coordination and adaptation: how advances in multi-objective control can reduce food-energy-water conflicts in multi-reservoir systems (Show >>)
Evaluating the Robustness of the Water-Energy-Food Nexus Using Integrated Climate and Socio-Economic Scenarios (Show >>)
From seasonal forecast skill to end-user economic benefit: the case of the Lake Como (Show >>)
Improving seasonal forecasts through the state of multiple large-scale climate signals to inform water management (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 >>)
Insurance portfolio diversification through bundling for competing agents exposed to uncorrelated drought and flood risks (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 >>)
Using and understanding robustness metrics: Guidance for decision-makers (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 >>)
Conference proceedings
Data-driven behavioral models of water reservoir operators (Show >>)
High spatial resolution assessment of climate change impact on an Alpine watershed (Show >>)
Journal Articles
Automatic design of basin-specific drought indexes for highly regulated water systems (Show >>)
Exploring How Changing Monsoonal Dynamics and Human Pressures Challenge Multireservoir Management for Flood Protection, Hydropower Production, and Agricultural Water Supply (Show >>)
Fostering cooperation in power asymmetrical water systems by the use of direct release rules and index-based insurance schemes (Show >>)
Identifying and Modeling Dynamic Preference Evolution in Multipurpose Water Resources Systems (Show >>)
Implications of data sampling resolution on water use simulation, end-use disaggregation, and demand management (Show >>)
Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider (Show >>)
Modeling the behavior of water reservoir operators via eigenbehavior analysis (Show >>)
Participated Planning of Large Water Infrastructures through Virtual Prototyping Technologies (Show >>)
Partitioning the impacts of streamflow and evaporation uncertainty on the operations of multipurpose reservoirs in arid regions (Show >>)
Policy tree optimization for threshold-based water resources management over multiple timescales (Show >>)
Robustness Metrics: How Are They Calculated, When Should They Be Used and Why Do They Give Different Results? (Show >>)
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 >>)


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


List of publications and reserach products for the year 2016 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Balancing Exploration, Uncertainty Representation and Computational Time in Many-Objective Reservoir Policy Optimization (Show >>)
Balancing Exploration, Uncertainty and Computational Time in Many-Objective Reservoir Policy Optimization (Show >>)
Data-driven behavioural modelling of residential water consumption to inform water demand management strategies (Show >>)
Flexible and adaptive water systems operations through more informed and dynamic decisions (Show >>)
ICT Solutions for Highly-Customized Water Demand Management Strategies (Show >>)
Implications of Preference and Problem Formulation on the Operating Policies of Complex Multi-Reservoir Systems (Show >>)
Is Robustness Really Robust? How Different Definitions of Robustness Impact Decision-making Under Climate Change (Show >>)
M3O: a Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems (Show >>)
Mining residential water and electricity demand data in Southern California to inform demand management strategies (Show >>)
Modelling water operators' time varying risk aversion by an agent-based multi lateral negotiation protocol (Show >>)
Online processing of energy and water consumption data to deliver end use characterisation. (Show >>)
Policy Tree Optimization for Adaptive Management of Water Resources Systems (Show >>)
Smart meter enabled dynamic pricing of water. (Show >>)
Unveiling Residential Water Consumers’ Behaviour and Profiles Through Machine Learning Techniques (Show >>)
Using web content for informing water management in snow-dominated catchments (Show >>)
Poster
Advancing Residential Water Management by Smart Metering and Data Intensive Modeling of Consumers’ Behaviors (Show >>)
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 >>)
Conference proceedings
A modelling framework to evaluate human-induced alterations of network sediment connectivity and quantify their unplanned adverse impact (Show >>)
Developing a stochastic simulation model for the generation of residential water end-use demand time series (Show >>)
Multimedia on the Mountaintop: Using public snow images to improve water systems operation (Show >>)
Profiling residential water users’ routines by eigenbehavior modelling (Show >>)
Reducing the Intrusiveness of Energy and Water End-use Disaggregation via Social Media and Users Interactions (Show >>)
Using multiagent negotiation to model water resources systems operations (Show >>)
Water Resources Systems Operations via Multiagent Negotiation (Extended Abstract) (Show >>)
Journal Articles
A Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems (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 diagnostic assessment of evolutionary algorithms for multi-objective surface water reservoir control (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 >>)
Sparse Optimization for Automated Energy End Use Disaggregation (Show >>)
Using crowdsourced web content for informing water systems operations in snow-dominated catchments (Show >>)
manifesti v. 3.3.3 / 3.3.3
Area Servizi ICT
02/04/2020