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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)

Professor's office hours
DEIB - edificio 21--13MondayFrom 11:00
To 12:00
9040--the meeting should be arranged via email
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 >>)
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 >>)
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 >>)
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
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