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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 (421.83Kb - 28/04/2020)

Professor's office hours
Dipartimento di Elettronica e Informazione--216MondayFrom 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.
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 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Disentailing Sources of Future Uncertainties for Water Management Policies in a Subtropical Water System. (Show >>)
Joint design of floating solar plant and dam operating policies for waterborne epidemics control: an assessment on the Kariba dam (Show >>)
Contributions on scientific books
Water Resources Planning and Management in a Changing Climate and Society (Show >>)
Journal Articles
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 >>)
Disentangling Sources of Future Uncertainties for Water Management in Sub-Saharan River Basins (Show >>)
Urban water consumption at multiple spatial and temporal scales. A review of existing datasets (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 >>)
Dam reoperation for controlling water-related diseases: the potential of floating solar for compensating hydropower losses (Show >>)
Network scale sediment connectivity to explore stability andresilience of channel forms and river types in the Vjosa basin (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 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 >>)

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 >>)
Determining effective forecast horizons for multi-purpose reservoirs with short- and long-term operating objectives (Show >>)
Exploring 3D optimal channel networks by multiple organizing principles (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 >>)
Losing ground in mega-deltas: basin-scale response to existential threats to the Mekong Delta (Show >>)
Lost opportunities and future avenues to reconcile hydropower and sediment transport in the Mekong Basin through optimal sequencing of dam portfolios (Show >>)
On the effects of adaptive reservoir operating rules in hydrological physically-based models (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 >>)
Contributions on scientific books
Gamified approaches for Water Management Systems: an Overview (Show >>)
Conference proceedings
Demo Abstract: SmartH2O, demonstrating the impact of gamification technologies for saving water (Show >>)
Scenario-based fitted Q-iteration for adaptive control of water reservoir systems under uncertainty (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 >>)
Trading off natural resources and rural livelihoods. A framework for sustainability assessment of small-scale food production in water-limited regions (Show >>)
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