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A temporal case-based reasoning approach for performance improvement in intelligent environmental decision support systems
(Elsevier, 2024-10)
Article
Restricted access - publisher's policyOne of the major problems when designing control and supervision systems for environmental systems is the need to be adapted to the particularities of each system. The use of Artificial Intelligence (AI) techniques instead ... -
Sensitivity analysis and calibration for a two-dimensional state-space model of metal hydride storage tanks based on experimental data
(Elsevier, 2024-06-12)
Article
Open AccessIn this paper, a state-space model of a metal hydride tank is formulated and analyzed in detail. Firstly, a three-dimensional state-space model of the metal hydride tank is simplified by assuming that the tank temperature ... -
Learning dictionaries from physical-based interpolation for water network leak localization
(2024-05)
Article
Open AccessThis article presents a leak localization methodology based on state estimation and learning. The first is handled by an interpolation scheme, whereas dictionary learning (DL) is considered for the second stage. The novel ... -
Improved supervisory controller design for a fuel cell hybrid electric vehicle
(Institute of Electrical and Electronics Engineers (IEEE), 2024-04-01)
Article
Open AccessIn this paper, a fuel cell system supervisory controller is developed for a fuel cell-based hybrid electric vehicle to safely control the interactions between powertrain components, maximize efficiency and minimize the ... -
Model predictive control of an on-site green hydrogen production and refuelling station
(Elsevier, 2023-01-01)
Article
Open AccessThe expected increase of hydrogen fuel cell vehicles has motivated the emergence of a significant number of studies on Hydrogen Refuelling Stations (HRS). Some of the main HRS topics are sizing, location, design optimization, ... -
Learning-based control of autonomous vehicles using an adaptive neuro-fuzzy inference system and the linear matrix inequality approach
(Multidisciplinary Digital Publishing Institute (MDPI), 2024-04-16)
Article
Open AccessThis paper proposes a learning-based control approach for autonomous vehicles. An explicit Takagi–Sugeno (TS) controller is learned using input and output data from a preexisting controller, employing the Adaptive Neuro-Fuzzy ... -
Switching model predictive control of canals characterized by large operating conditions
(2023-11-22)
Article
Open AccessThis paper presents a switched linear system representation of water canal dynamics to incorporate different operating modes, which arise due to the occurrence of extreme weather phenomena such as flooding and drought ... -
Adaptive learning of inland ship power propulsion under environmental disturbances
(2022-10)
Article
Open AccessThis paper presents an adaptive approximation-based scheme for learning a partially known ship power propulsion plant under various environmental conditions. Considering the effect of water depth on the engine power, a ... -
Development of a Python tool based on model predictive control for an optimal management of the Calais canal
(2022-10)
Article
Open AccessModel predictive control (MPC) has been widely employed to control a large variety of water systems, such as dams, irrigation canals, inland waterways, drinking water networks and wastewater treatment plants. Its predictive ... -
An MHE-based MPC strategy for simultaneous energy generation maximization and water level management in inland waterways
(2022-09-19)
Article
Open AccessThis paper proposes a combined control and state estimation strategy for inland waterways, aiming at simultaneously attaining the optimal water level management and maximizing hydroelectricity generation. The latter can ... -
Vessel passage scheduling through cascaded bridges using mixed-integer programming
(2022-09-19)
Article
Open AccessThis paper addresses the problem of guaranteeing efficient inland waterway transport in the presence of sequential movable bridges, which must be operated to grant vessel passage. The main contribution is the formulation ... -
Online estimation of the state of charge and state of health of a vanadium redox flow battery
(Elsevier, 2024-04-01)
Article
Open AccessThis study presents an online algorithm capable to simultaneously estimate the state of charge and state of health of a vanadium redox flow battery. Starting from a general electrochemical model, some order reductions are ...
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