Exploració per tema "Model predictive control"
Ara es mostren els items 1-20 de 74
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A distributed augmented Lagrangian method over stochastic networks for economic dispatch of large-scale energy systems
(2021)
Article
Accés obertIn this paper, we propose a distributed model predictive control (MPC) scheme for economic dispatch of energy systems with a large number of active components. The scheme uses a distributed optimization algorithm that works ... -
A model predictive control-based energy management scheme for hybrid storage system in islanded microgrids
(Institute of Electrical and Electronics Engineers (IEEE), 2020-05-21)
Article
Accés obertModel predictive control (MPC) facilitates online optimal resource scheduling in electrical networks, thermal systems, water networks, process industry to name a few. In electrical systems, the capability of MPC can be ... -
A non-centralized predictive control strategy for wind farm active power control: A wake-based partitioning approach
(Elsevier, 2020)
Article
Accés obertOwing to wake effects, the power production of each turbine in a wind farm is highly coupled to the operating conditions of the other turbines. Wind farm control strategies must take into account these couplings and produce ... -
A non-centralized predictive control strategy for wind farm active power control: A wake-based partitioning approach
(Elsevier, 2020-05-01)
Article
Accés obertOwing to wake effects, the power production of each turbine in a wind farm is highly coupled to the operating conditions of the other turbines. Wind farm control strategies must take into account these couplings and produce ... -
A service reliability model predictive control with dynamic safety stocks and actuators health monitoring for drinking water networks
(2012)
Text en actes de congrés
Accés obertThis paper presents a model predictive control strategy to assure reliability in drinking water networks given a customer service level and a forecasting demand. The underlying idea concerns a two-layer hierarchical control ... -
Actuator fault tolerance evaluation approach of nonlinear model predictive control systems using viability theory
(2018-11-01)
Article
Accés obertIn this paper, an approach to evaluate the actuator fault tolerance of a nonlinear model predictive control (NMPC) system using viability theory is proposed. Viability theory provides several concepts formulated in a set ... -
Adaptive predictive control for peripheral equipment management to enhance energy efficiency in smart manufacturing systems
(2021)
Article
Accés obertThe importance of implementing energy efficiency methodologies in industrial environments has increased considerably in the last decade given the high energy costs and environmental impact (e.g., greenhouse gas emissions). ... -
Advanced wind farm control strategies for enhancing grid support
(2019-12-20)
Tesi
Accés obertNowadays, there is rising concern among Transmission System Operators about the declining of system inertia due to the increasing penetration of wind energy, and other renewable energy systems, and the retirements of ... -
An analysis of energy storage system interaction in a multi objective model predictive control based energy management in DC microgrid
(2019)
Text en actes de congrés
Accés obertNon-deterministic generation from renewable sources have resulted in the incorporation energy storage systems in modern grids. Management of energy between different storage elements need to done optimally to ensure efficient ... -
An analysis of multi objective energy scheduling in PV-BESS system under prediction uncertainty
(2021-01-01)
Article
Accés obertEnergy storage systems (ESSs) are being considered to overcome issues in modern grids, caused by increasing penetration of renewable generation. Nevertheless, integration of ESS should also be supplemented with an optimal ... -
An MPC-enabled SWMM implementation of the Astlingen RTC benchmarking network
(2020-04-01)
Article
Accés obertThe advanced control of urban drainage systems (UDS) has great potential in reducing pollution to the receiving waters by optimizing the operations of UDS infrastructural elements. Existing controls vary in complexity, ... -
Autonomous driving using GA-optimized neural network based adaptive LPV-MPC controller
(Institute of Electrical and Electronics Engineers (IEEE), 2022)
Text en actes de congrés
Accés obertAutonomous vehicles are complex systems that operate in dynamic environments, where automated driving seeks to control the coupled longitudinal and lateral vehicle dynamics to follow a certain behaviour. Model predictive ... -
CFD-based multi-fidelity surrogate model for prediction of flow parameters in a ventilated room
(Scipedia, 2022)
Text en actes de congrés
Accés obertIn this work, we present a multi-fidelity machine learning surrogate model, which predicts comfort-related flow parameters in a ventilated room with a heated floor. The model uses coarse- and fine-grid CFD data obtained ... -
Coalitional model predictive control of parabolic-trough solar collector fields with population-dynamics assistance
(2023-03-15)
Article
Accés obertParabolic-trough solar collector fields are large-scale systems, so the application of centralized optimizationbased control methods to these systems is often not suitable for real-time control. As such, this paper formulates ... -
Combined heat and power using high-temperature proton exchange membrane fuel cells for housing facilities
(Institute of Electrical and Electronics Engineers (IEEE), 2021)
Text en actes de congrés
Accés obertRecently, new alternatives to conventional energy sources such as fossil fuels are arising due to global problems related to climate change effect and energy shortage. In this context, fuel cells and combined heat and power ... -
Constrained predictive control based on a large-signal model for a three-phase inverter connected to a microgrid
(Institute of Electrical and Electronics Engineers (IEEE), 2022-07-21)
Article
Accés obertSmall-signal models are the mostly used to model and design in inverter-dominated microgrids. Conversely, this paper proposes a large-signal model for grid-forming inverters connected to a microgrid based on the active and ... -
Contribution to reliable control of dynamic systems
(Universitat Politècnica de Catalunya, 2018-05-30)
Tesi
Accés obertThis thesis presents sorne contributions to the field of Health-Aware Control (HAC) of dynamic systems. In the first part of this thesis, a review of the concepts and methodologies related to reliability versus degradation ... -
Control of transients in drinking water networks
(2022-02)
Article
Accés obertIn this paper, we propose a model-based design approach for the effective control of a drinking water system to reduce the effect of hydraulic transients and meet pressure service requirements regardless of the demand ... -
Decentralised MPC based on a graph partitioning approach applied to the Barcelona drinking water network
(2011)
Text en actes de congrés
Accés restringit per política de l'editorialIn this paper, the application of decentralised model predictive control (DMPC) over a partitioned model of the Barcelona drinking water network (DWN) is proposed. The system decomposition is based on graph partitioning ... -
Diagnosis and fault-tolerant control using set-based methods
(Universitat Politècnica de Catalunya, 2014-11-27)
Tesi
Accés obertThe fault-tolerant capability is an important performance specification for most of technical systems. The examples showing its importance are some catastrophes in civil aviation. According to some official investigations, ...