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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
ProfessorCastelletti Andrea Francesco
QualificationFull professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/04 - Systems And Control Engineering
Curriculum VitaeDownload CV (437.55Kb - 28/01/2022)
OrcIDhttps://orcid.org/0000-0002-7923-1498

Contacts
Professor's office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Dipartimento di Elettronica e Informazione2216MondayFrom 10:00
To 11:00
3584--L'orario è indicativo, si prega di contattare il docente via e-mail per conferma o per concordare altra data.
E-mailandrea.castelletti@polimi.it
Professor's personal websitehttp://www.ei.deib.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
Arctic sea ice dynamics forecasting through interpretable machine learning (Show >>)
Climate change adaptation through water portfolios planning in Alpine water systems (Show >>)
Contrasting farmers' perception of climate change and climatic data: How (in)consistency supports risk reduction and resilience? (Show >>)
Dynamic Water-Energy-Food nexus management in transboundary river basins incorporating water infrastructure operation and demand control (Show >>)
Farmers' attitudes regarding climate change: How risk awareness and perception effects adaptive capacity? (Show >>)
Hydropower capacity expansion in the African continent under different socio-economic and climate policy scenarios (Show >>)
Integrated real-time control of water reservoirs with deterministic and probabilistic multi-timescale forecasts: Application to the Lake Como (Show >>)
Understanding Arctic Sea Ice Variability and its Patterns: A Comparative Clustering Analysis (Show >>)
Using Genetic Algorithms to Optimise Genesis Potential Indices for Tropical Cyclone Genesis (Show >>)
Journal Articles
A Dynamic, Network Scale Sediment (Dis)Connectivity Model to Reconstruct Historical Sediment Transfer and River Reach Sediment Budgets (Show >>)
Disentangling Sources of Future Uncertainties for Water Management in Sub-Saharan River Basins (Show >>)
Learning-based hierarchical control of water reservoir systems (Show >>)
Soft-cooperation via data sharing eases transboundary conflicts in the Lancang-Mekong River Basin (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
A Basin-Scale, Dynamic Sediment (Dis)Connectivity Model to Reconstruct Historical Geomorphological Disruptions and Explore Future Sediment Transport Trajectories (Show >>)
A dynamic, network scale sediment (dis)connectivity model to reconstruct historical sediment transfers and river reach sediment budgets (Show >>)
Adaptive normative constraints to mitigate climate change induced conflicts in a snowmelt dominated water system (Show >>)
Advancing drought monitoring via feature extraction (Show >>)
An agent-based negotiating framework for international climate agreements (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 >>)
Flexible Balance of Adaptation and Mitigation via Self-Adaptive Multi-Objective Climate Policies (Show >>)
How far is climate change adaptation policy from practice? Contrasting the effectiveness and acceptance of local and regional strategies in irrigated agricultural systems in Northern Italy (Show >>)
Improving the decision-making in DICE: self-adaptive climate policies to handle explicit uncertainty and adaptation modelling (Show >>)
Joint design of floating solar plant and dam operating policies for waterborne epidemics control: an assessment on the Kariba dam (Show >>)
Modelling farmer behaviours in coupled human-nature systems under changing climate and society (Show >>)
Policy Representation Learning for Multiobjective Reservoir Policy Design with Different Objective Dynamics (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 >>)
Social surveys to support personal experience in human-water-climate change interactions. A review on farmers' behavior (Show >>)
Social-learning from Farmers’ Experience and Behavior: A Triple-loop Analysis on Climate Change Awareness, Perceived Impacts, and Adaptation (Show >>)
Strategic Dam Planning Accounting for Greenhouse Gases Emissions and River Sediment Connectivity (Show >>)
The AWESOME Project: A decision analytic framework for managing Water Energy Food and Ecosystems across sectors and scales in the South Mediterranean (Show >>)
The HydroSocial Cycle approach to deepen on socio-ecological systems analysis and water management (Show >>)
When Timing Matters - Misdesigned Dam Filling Impacts Hydropower Sustainability (Show >>)
Poster
Comparative analysis of different spatial clustering techniques to model Arctic sea ice dynamics (Show >>)
Data-driven Modelling of Urban Water Demand in Major European Cities: the Case Study of Milan, Italy. (Show >>)
Contributions on scientific books
Water Resources Planning and Management in a Changing Climate and Society (Show >>)
Conference proceedings
Exploring socio-natural factors of farmers’ adaptation: A review on risk awareness and perception towards climate change (Show >>)
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 >>)
Descriptive or normative: How does reservoir operations modeling influence hydrological simulations under climate change? (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 >>)
Persistent inequality in economically optimal climate policies (Show >>)
Policy Representation Learning for Multiobjective Reservoir Policy Design With Different Objective Dynamics (Show >>)
Sediment transport at the network scale and its link to channel morphology in the braided Vjosa River system (Show >>)
Strategic basin and delta planning increases the resilience of the Mekong Delta under future uncertainty (Show >>)
Urban water consumption at multiple spatial and temporal scales. A review of existing datasets (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
A dimensionality reduction-feature selection approach to streamflow reconstruction using dendrochronological data (Show >>)
Addressing uncertainty, multiple objectives, and adaptation in DICE: Can dynamic planning shed new light on the decision-making process? (Show >>)
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 >>)
Can artificial intelligence improve seasonal forecasts and inform reservoir operations? (Show >>)
Coping with changing climate extremes in large regulated river basins (Show >>)
Dam reoperation for controlling water-related diseases: the potential of floating solar for compensating hydropower losses (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 >>)
Network scale sediment connectivity to explore stability andresilience of channel forms and river types in the Vjosa basin (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 >>)
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 >>)
More than one million barriers fragment Europe’s rivers (Show >>)
The changing nature of the water–energy nexus in urban water supply systems: A critical review of changes and responses (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 >>)
Balancing hydropower revenue and malaria control via dam operation: a case study in the Zambezi river basin (Show >>)
CASCADE : a toolbox for network-scale sediment connectivity assessment (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 >>)
Exploring the Effects of Climate Change and Technological Innovation on the Robust Design of Off-grid Hybrid Energy Systems (Show >>)
How does uncertainty affect cooperation strategies in transboundary water resources systems? A case study on the Zambezi River Basin (Show >>)
Improved energy-water modelling for hydropower capacity expansion planning under climate change: a case study in the Zambezi River Basin (Show >>)
Informing efficient reservoir filling strategies by seasonal drought forecasts (Show >>)
Integrated infrastructural and financial options to manage weather risk in a multipurpose regulated lake (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 hybrid energy systems under climatic and technological uncertainty (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
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 >>)
Future drought risk in Africa: Integrating vulnerability, climate change, and population growth (Show >>)
Il Politecnico di Milano porta il Water, Energy and Food Nexus in Mozambico (Show >>)
Planning dam portfolios for low sediment trapping shows limits for sustainable hydropower in the Mekong (Show >>)
The CASCADE toolbox for analyzing river sediment connectivity and management (Show >>)
The Value of Subseasonal Hydrometeorological Forecasts to Hydropower Operations: How Much Does Preprocessing Matter? (Show >>)
Twenty-three unsolved problems in hydrology (UPH)–a community perspective (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 >>)
Balancing sediment starvation and hydropower development: the case study of the Vjosa river (Show >>)
Building an open high-resolution residential water end-use dataset with non-intrusive metering, intrusive metering, and water use diaries (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 project-based planning to strategic basin-scale assessments: opportunities and challenges for changing the paradigm of hydropower planning and sediment management (Show >>)
From seasonal forecast skill to end-user economic benefit: the case of the Lake Como (Show >>)
How different de-biasing techniques contribute to improve forecast quality and value for hydropower operations (Show >>)
Hydrometeorological ensemble predictions in switzerland: Using streamflow forecasts to improve hydropower reservoir operations (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 >>)
Integrated water-energy system modelling for optimal hydropower production planning under changing climate in the Zambezi River (Show >>)
Novel framework to improve water management adaptation under climate change scenarios (Show >>)
Orbital grain size mapping from Sentinel 2 images (Show >>)
Segmentation analysis of hourly water and electricity use in Southern California to support demand-side management programs (Show >>)
Small isn’t beautiful: the impact of small barriers on longitudinal connectivity of European rivers (Show >>)
The uptake of emerging remote sensing technologies into river survey practices (Show >>)
Using and understanding robustness metrics: Guidance for decision-makers (Show >>)
Water-related disease control via dam operation: balancing hydropower production and malaria spreading on Kariba reservoir (Show >>)
What Lies Behind Household Water Consumption? A Framework and Review of Heterogeneous Determinants of Household Water Consumption (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 >>)
Identifying sustainable and robust trade-offs between hydropower and sediment trapping under uncertain sediment yields in the Mekong River Basin (Show >>)
Orbital grain size mapping from Sentinel 2 images (Show >>)
Journal Articles
A Comparative Assessment of the Impact of Climate Change and Energy Policies on Alpine Hydropower (Show >>)
Alpine hydropower in the decline of the nuclear era: Trade-offbetween revenue and production in the Swiss Alps (Show >>)
Assessment of smart-meter-enabled dynamic pricing at utility and river basin scale (Show >>)
Automatic design of basin-specific drought indexes for highly regulated water systems (Show >>)
Changing sediment budget of the Mekong: Cumulative threats and management strategies for a large river basin (Show >>)
Climate-informed environmental inflows to revive a drying lake facing meteorological and anthropogenic droughts (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 >>)
Improved trade-offs of hydropower and sand connectivity by strategic dam planning in the Mekong (Show >>)
Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider (Show >>)
Multicriteria Optimization Model to Generate on-DEM Optimal Channel Networks (Show >>)
Partitioning the impacts of streamflow and evaporation uncertainty on the operations of multipurpose reservoirs in arid regions (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 >>)
Stochastic Modeling of Sediment Connectivity for Reconstructing Sand Fluxes and Origins in the Unmonitored Se Kong, Se San, and Sre Pok Tributaries of the Mekong River (Show >>)
manifesti v. 3.4.25 / 3.4.25
Area Servizi ICT
26/06/2022