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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 full time
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 21213MondayFrom 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 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Dynamic Water-Energy-Food nexus management in transboundary river basins incorporating water infrastructure operation and demand control (Show >>)
Hydropower capacity expansion in the African continent under different socio-economic and climate policy scenarios (Show >>)
Journal Articles
Learning-based hierarchical control of water reservoir systems (Show >>)
Unintended consequences of climate change mitigation for African river basins (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Adaptive normative constraints to mitigate climate change induced conflicts in a snowmelt dominated water system (Show >>)
Advancing drought monitoring via feature extraction (Show >>)
Can we use flood control infrastructures in forecast-based drought management in a drying climate? (Show >>)
Connecting Spatial Climate Information to Infrastructure Operations using Deep Reinforcement Learning (Show >>)
Disentailing Sources of Future Uncertainties for Water Management Policies in a Subtropical Water System. (Show >>)
Operationalizing equity in multipurpose water systems operations (Show >>)
Policy Representation Learning for Multiobjective Reservoir Policy Design with Different Objective Dynamics (Show >>)
Putting humans in the loop: coupling behavioral modeling with natural systems' models (Show >>)
Rethinking reservoir operations: how expanding operation goals can yield win-win climate adaptation outcomes (Show >>)
Robust African Hydropower Development under Global Socio-Economic Uncertainties (Show >>)
Robust multi-scale strategies for increasing the resilience of the Mekong Delta (Show >>)
The AWESOME Project: A decision analytic framework for managing Water Energy Food and Ecosystems across sectors and scales in the South Mediterranean (Show >>)
When Timing Matters - Misdesigned Dam Filling Impacts Hydropower Sustainability (Show >>)
Contributions on scientific books
Water Resources Planning and Management in a Changing Climate and Society (Show >>)
Conference proceedings
Time-Variant Variational Transfer for Value Functions (Show >>)
Journal Articles
A State-of-the-Art Review of Optimal Reservoir Control for Managing Conflicting Demands in a Changing World (Show >>)
Advancing the representation of reservoir hydropower in energy systems modelling: The case of Zambesi River Basin (Show >>)
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems (Show >>)
Designing With Information Feedbacks: Forecast Informed Reservoir Sizing and Operation (Show >>)
Exploring future vulnerabilities of subalpine Italian regulated lakes under different climate scenarios: bottom‐up vs top-down and CMIP5 vs CMIP6 (Show >>)
Hydroclimatic change challenges the EU planned transition to a carbon neutral electricity system (Show >>)
Long-term water conservation is fostered by smart meter-based feedback and digital user engagement (Show >>)
Neuro-Evolutionary Direct Policy Search for Multiobjective Optimal Control (Show >>)
Policy Representation Learning for Multiobjective Reservoir Policy Design With Different Objective Dynamics (Show >>)
Strategic basin and delta planning increases the resilience of the Mekong Delta under future uncertainty (Show >>)
When timing matters—misdesigned dam filling impacts hydropower sustainability (Show >>)


List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Advancing the representation of reservoir operations in SWAT to evaluate alternative water management strategies: A case study in the Omo River Basin, Ethiopia (Show >>)
Assessing the operational value of short-term forecast information under climate change (Show >>)
Assessing the value of hydroclimatic services for hydropower megadams: the case of the Grand Ethiopian Renaissance Dam (Show >>)
Can artificial intelligence improve seasonal forecasts and inform reservoir operations? (Show >>)
Coping with changing climate extremes in large regulated river basins (Show >>)
Dynamic Adaptation to Climate Change: Framing the Challenge of Uncertainty Characterization for Human-Environmental Systems (Show >>)
Dynamic retrieval of informative inputs for multi-sector reservoir policy design with diverse spatio-temporal objective scales (Show >>)
Fitted Q-iteration for optimal water reservoir network operation under varying hydro-climatic conditions (Show >>)
From individualistic behavior to full cooperation: optimal management policy design under varying cooperation levels in the Nile River basin (Show >>)
Informed water infrastructure design: improving coupled dam sizing and operation by streamflow forecasts (Show >>)
Integrating hydrological constraints for hydropower in energy models: the case of the Zambesi River Basin in the Southern African Power Pool (Show >>)
Robust Infrastructure Sequencing and Management for Growing Food Energy and Water Demands in the Zambezi River Basin (Show >>)
Robust design of dam heightening in a changing climate: a case study in the Swiss Alps (Show >>)
Robust design of dam heightening under climate change: a case study in the Swiss Alps (Show >>)
Stability and equity in transboundary river basins facing changes in climate and society (Show >>)
Water-food-energy-ecosystems nexus in irrigation systems adaptation to climate change: a case study of the Adda basin (Italy) (Show >>)
Conference proceedings
Data-driven control of water reservoirs using an emulator of the climate system (Show >>)
Multi-objective optimal control of a simple stochastic climate-economy model (Show >>)
Journal Articles
An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty (Show >>)
Climate Adaptation as a Control Problem: Review and Perspectives on Dynamic Water Resources Planning Under Uncertainty (Show >>)
From skill to value: Isolating the influence of end user behavior on seasonal forecast assessment (Show >>)
Insurance Portfolio Diversification Through Bundling for Competing Agents Exposed to Uncorrelated Drought and Flood Risks (Show >>)
Integrated Design of Dam Size and Operations via Reinforcement Learning (Show >>)
What Will the Weather Do? Forecasting Flood Losses Based on Oscillation Indices (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
A robust decision analytic framework to design sustainable development pathways in transboundary river basins: the Omo-Turkana case study (Show >>)
At what cost? Understanding the multi-sectoral consequences of designing multi-reservoir systems for increasingly extreme floods (Show >>)
Data-driven behavioural modelling of smart meter data to identify end-use determinants of residential water use (Show >>)
Development of a demand- and network-based tool for automatic detection of post meter leakages (Show >>)
Do we understand performance dependencies, trade-offs, and robustness in dam design and operation? (Show >>)
Do we understand performance dependencies, trade-offs, information value, and robustness in dam design and operation? (Show >>)
Economically efficient and socially inclusive river basin development: does a balance exist? (Show >>)
Evaluating the robustness of the water-energy-food nexus using integrated climate and socio-economic scenarios (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 >>)
Isolating the Role of End-User Behavior in the Assessment of Seasonal Forecast Value (Show >>)
Multi-objective optimal control of integrated water-energy systems in small off-grid islands (Show >>)
Neuro-Evolutionary Direct Policy Search for the optimal control of multi-purpose water resources systems (Show >>)
Neuro-Evolutionary Direct Policy Search to design the optimal operation of multi-purpose water resources systems (Show >>)
Neuro-Evolutionary Policy Search for Identifying Key Inputs to Operate Multi-objective Reservoirs Exhibiting Variable Dynamics (Show >>)
OPTIMAL INFRASTRUCTURE EXPANSION SEQUENCING AND MANAGEMENT TO MEET WATER, FOOD AND ENERGY DEMANDS IN THE ZAMBEZI RIVER BASIN (Show >>)
Optimal Infrastructure Sequencing and Management in the Zambezi River Basin (Show >>)
Policy brief: making climate services impactful on hydropower reservoir optimization (Show >>)
Robust design of off-grid water-energy systems under climate and socio-economic changes (Show >>)
Seasonal drought forecasts to optimally balancing multisector interests during reservoir filling transients (Show >>)
Sediment connectivity and strategic river basin planning: new opportunities from parsimonious sediment modelling and robust optimization (Show >>)
Selection of the smallest subset of informative scenarios for the robust optimization of off-grid hybrid energy systems (Show >>)
Six challenges to successfully inform hydropower operation by improved hydro-meteorological forecasts (Show >>)
Water saving tips, peer pressure, and gamification: long-term behavior change and rebound effects from a long experimental trial (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 information extraction-based approach to estimate residential water-related energy from single-point smart meter data (Show >>)
An inverse nested approach to optimize planning and operation of water reservoir systems (Show >>)
Automatic Detection Of Post Meter Leakages Enables Reduced Water Losses And Costs For Urban Residential Water Users (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 >>)
Data-driven behavioral models of water reservoir operators (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
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 >>)
manifesti v. 3.4.22 / 3.4.22
Area Servizi ICT
23/05/2022