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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
Informazioni sul docente
DocenteGiuliani Matteo
QualificaRicercatore legge 240/10 - t.det. a tempo pieno
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Settore Scientifico DisciplinareING-INF/04 - Automatica
Curriculum VitaeScarica il CV (90.6Kb - 26/10/2015)

Orario di ricevimento
DEIB - edificio 21--13LunedìDalle 11:00
Alle 12:00
9040--su appuntamento da concordare via email
Pagina web redatta a cura del docentehttp://giuliani.faculty.polimi.it/

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2020 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Articoli su riviste
An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty (Mostra >>)
Climate Adaptation as a Control Problem: Review and Perspectives on Dynamic Water Resources Planning Under Uncertainty (Mostra >>)
Insurance Portfolio Diversification Through Bundling for Competing Agents Exposed to Uncorrelated Drought and Flood Risks (Mostra >>)
Integrated Design of Dam Size and Operations via Reinforcement Learning (Mostra >>)
What Will the Weather Do? Forecasting Flood Losses Based on Oscillation Indices (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2019 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
A robust decision analytic framework to design sustainable development pathways in transboundary river basins: the Omo-Turkana case study (Mostra >>)
At what cost? Understanding the multi-sectoral consequences of designing multi-reservoir systems for increasingly extreme floods (Mostra >>)
Data-driven behavioural modelling of smart meter data to identify end-use determinants of residential water use (Mostra >>)
Development of a demand- and network-based tool for automatic detection of post meter leakages (Mostra >>)
Do we understand performance dependencies, trade-offs, and robustness in dam design and operation? (Mostra >>)
Do we understand performance dependencies, trade-offs, information value, and robustness in dam design and operation? (Mostra >>)
Economically efficient and socially inclusive river basin development: does a balance exist? (Mostra >>)
Evaluating the robustness of the water-energy-food nexus using integrated climate and socio-economic scenarios (Mostra >>)
Exploring how reservoir design and operational trade-offs are shaped by information feedbacks (Mostra >>)
How does uncertainty affect cooperation strategies in transboundary water resources systems? A case study on the Zambezi River Basin (Mostra >>)
Informing efficient reservoir filling strategies by seasonal drought forecasts (Mostra >>)
Integrated water-energy modelling: a scenario-based analysis to support energy system transition policies in the EU (Mostra >>)
Isolating the Role of End-User Behavior in the Assessment of Seasonal Forecast Value (Mostra >>)
Multi-objective optimal control of integrated water-energy systems in small off-grid islands (Mostra >>)
Neuro-Evolutionary Direct Policy Search for the optimal control of multi-purpose water resources systems (Mostra >>)
Neuro-Evolutionary Direct Policy Search to design the optimal operation of multi-purpose water resources systems (Mostra >>)
Neuro-Evolutionary Policy Search for Identifying Key Inputs to Operate Multi-objective Reservoirs Exhibiting Variable Dynamics (Mostra >>)
Optimal Infrastructure Sequencing and Management in the Zambezi River Basin (Mostra >>)
Policy brief: making climate services impactful on hydropower reservoir optimization (Mostra >>)
Robust design of off-grid water-energy systems under climate and socio-economic changes (Mostra >>)
Seasonal drought forecasts to optimally balancing multisector interests during reservoir filling transients (Mostra >>)
Sediment connectivity and strategic river basin planning: new opportunities from parsimonious sediment modelling and robust optimization (Mostra >>)
Selection of the smallest subset of informative scenarios for the robust optimization of off-grid hybrid energy systems (Mostra >>)
Six challenges to successfully inform hydropower operation by improved hydro-meteorological forecasts (Mostra >>)
Water saving tips, peer pressure, and gamification: long-term behavior change and rebound effects from a long experimental trial (Mostra >>)
Contributo in Atti di convegno
Data-driven control of water reservoirs using El Niño Southern Oscillation indexes (Mostra >>)
Data-driven modeling and control of droughts (Mostra >>)
Monografie o trattati scientifici
Study on US-EU integrated power and water systems modelling (Mostra >>)
Articoli su riviste
A Simplified Water Accounting Procedure to Assess Climate Change Impact on Water Resources for Agriculture across Different European River Basins (Mostra >>)
Data Mining to Uncover Heterogeneous Water Use Behaviors From Smart Meter Data (Mostra >>)
Detecting the State of the Climate System via Artificial Intelligence to Improve Seasonal Forecasts and Inform Reservoir Operations (Mostra >>)
Discovering Dependencies, Trade-offs, and Robustness in Joint Dam Design and Operation: An Ex-post Assessment of the Kariba Dam (Mostra >>)
Dynamic, multi-objective optimal design and operation of water-energy systems for small, off-grid islands (Mostra >>)
What Is Controlling Our Control Rules? Opening the Black Box of Multireservoir Operating Policies Using Time‐Varying Sensitivity Analysis (Mostra >>)

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

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2017 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
Assessing the skill of seasonal meteorological forecast products for predicting droughts and water scarcity in highly regulated basins (Mostra >>)
Designing basin-customized combined drought indices via feature extraction (Mostra >>)
Exploring How Changing Monsoonal Dynamics and Human Pressures Challenge Multi-Reservoir Management of Food-Energy-Water Tradeoffs (Mostra >>)
Financial tools to induce cooperation in power asymmetrical water systems (Mostra >>)
How much can a single webcam tell to the operation of a water system? (Mostra >>)
Improving seasonal forecast through the state of large-scale climate signals (Mostra >>)
Improving seasonal forecasts of hydroclimatic variables through the state of multiple large-scale climate signals (Mostra >>)
Integrating operation design into infrastructure planning to foster robustness of planned water systems (Mostra >>)
Pathways to designing and running an operational flood forecasting system: an adventure game! (Mostra >>)
Policy tree optimization for adaptive management of water resources systems (Mostra >>)
Scenario-based fitted Q-iteration for adaptive control of water reservoir systems under uncertainty (Mostra >>)
Unifying framework for the classification and calculation of robustness metrics (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
Gamified approaches for Water Management Systems: an Overview (Mostra >>)
Contributo in Atti di convegno
Scenario-based fitted Q-iteration for adaptive control of water reservoir systems under uncertainty (Mostra >>)
Articoli su riviste
A Hybrid Signature-based Iterative Disaggregation algorithm for Non-Intrusive Load Monitoring (Mostra >>)
A coupled human-natural system to assess the operational value of weather and climate services for agriculture (Mostra >>)
Balancing exploration, uncertainty and computational demands in many objective reservoir optimization (Mostra >>)
Informing the operations of water reservoirs over multiple temporal scales by direct use of hydro-meteorological data (Mostra >>)
Rival framings: A framework for discovering how problem formulation uncertainties shape risk management trade-offs in water resources systems (Mostra >>)

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