A Nonlinear Predictive Control Approach for Urban Drainage Networks Using Data-Driven Models and Moving Horizon Estimation

Author:

Balla Krisztian Mark1ORCID,Schou Christian2ORCID,Bendtsen Jan Dimon1ORCID,Ocampo-Martinez Carlos3ORCID,Kallesoe Carsten Skovmose1ORCID

Affiliation:

1. Department of Electronic Systems, Section for Automation and Control, Aalborg University, Aalborg, Denmark

2. Water Utility Group, Grundfos Holding A/S, Bjerringbro, Denmark

3. Automatic Control Department, Universitat Politècnica de Catalunya, Barcelona, Spain

Funder

Innovation Fund Denmark and Grundfos Holding A/S as part of a Danish Industrial Ph.D. Project

Advanced Learning-Based supervision for Efficiency and Safety in smart infrasTructures (L-BEST) Project

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Control and Systems Engineering

Reference37 articles.

1. Real-time control of sewer pumps by using ControlNEXT to smooth inflow at waste water treatment plant Garmerwolde;van heeringen;Proc EGU Gen Assem Conf Abstr,2016

2. On Gradient-Based Search for Multivariable System Estimates

3. Nonlinear Predictive Control and Moving Horizon Estimation — An Introductory Overview

4. Forecasting Time Series With Complex Seasonal Patterns Using Exponential Smoothing

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