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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
QualificationAssociate 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)
OrcIDhttps://orcid.org/0000-0002-7923-1498

Contacts
Professor's office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
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.
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 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty (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 >>)


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 >>)
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 >>)
DESIGN AND APPLICATION OF DROUGHT INDEXES IN HIGHLY REGULATED MEDITERRANEAN WATER SYSTEMS (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 >>)
INDEX-BASED INSURANCE CONTRACTS TO FOSTER COOPERATION BETWEEN AGENTS EXPOSED TO UNCORRELATED DROUGHT AND FLOODING RISKS (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 >>)


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
Alpine hydropower in a low carbon economy: Assessing the local implication of global policies (Show >>)
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 >>)
Exploring the impact of co-varying water availability and energy price on productivity and profitability of Alpine hydropower (Show >>)
Exploring water and food security: the water footprint of domestic food production in the Gaza Strip (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 >>)
Unveiling Residential Water Consumers’ Behaviour and Profiles Through Machine Learning Techniques (Show >>)
Using web content for informing water management in snow-dominated catchments (Show >>)
Value of long-term streamflow forecast to reservoir operations for water supply in snow-dominated catchments (Show >>)
Poster
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 >>)
Inverse modelling of fluvial sediment connectivity identifies characteristics and spatial distribution of sediment sources in a large river network (Show >>)
Multimedia on the Mountaintop: Using public snow images to improve water systems operation (Show >>)
Profiling residential water users’ routines by eigenbehavior modelling (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 >>)
Tracking multiple sediment cascades at the river network scale identifies controls and emerging patterns of sediment connectivity (Show >>)
Using crowdsourced web content for informing water systems operations in snow-dominated catchments (Show >>)
Value of long-term streamflow forecasts to reservoir operations for water supply in snow-dominated river catchments (Show >>)
manifesti v. 3.3.7 / 3.3.7
Area Servizi ICT
15/07/2020