[HTML][HTML] Advances of machine learning in multi-energy district communities‒mechanisms, applications and perspectives

Y Zhou - Energy and AI, 2022 - Elsevier
Energy paradigm transition towards the carbon neutrality requires combined and continuous
efforts in cleaner power production, advanced energy storages, flexible district energy …

The perturbations estimation in two gas plants

JDJ Rubio, DI Martinez, V Garcia, GJ Gutierrez… - IEEE …, 2020 - ieeexplore.ieee.org
The perturbations are the unwanted and unknown inlets in nonlinear plants which can affect
the outlets. In this article, an estimator is studied for the variables and perturbations …

Maximum power point tracking control of wind turbines based on equivalent sinusoidal wind

L Zhou, M Yin, X Sun, D Song - Electric Power Systems Research, 2023 - Elsevier
The optimal parameter model method for maximum power point tracking (MPPT) control of
wind turbines has good wind energy capture performance. However, there is a precondition …

Study on Multi-Model Soft Sensor Modeling Method and Its Model Optimization for the Fermentation Process of Pichia pastoris

B Wang, X Wang, M He, X Zhu - Sensors, 2021 - mdpi.com
The problems that the key biomass variables in Pichia pastoris fermentation process are
difficult measure in real time; this paper mainly proposes a multi-model soft sensor modeling …

Prediction of PM 2.5 with a piecewise affine model considering spatial-temporal correlation

Z Ren, J Zhang, Y Zhou, X Ji - Journal of Intelligent & Fuzzy …, 2024 - content.iospress.com
Over the past several decades, several air pollution prevention measures have been
developed in response to the growing concern over air pollution. Using models to anticipate …

Predictive Control of nonlinear systems based on PWA model

L Zeineb, A Kamel - … on Sciences and Techniques of Automatic …, 2022 - ieeexplore.ieee.org
This work concerns the control of nonlinear systems. For this purpose we identify the
nonlinear system using PieceWise affine models (PWA). This choice is due to their ability to …

Electric vehicle regional management system based on the BSP model and multi-information fusion

Z Zeng, X Sun - Systems Science & Control Engineering, 2021 - Taylor & Francis
Aiming at the problem of most electric vehicles (EV) sounding false alarms due to touches,
an EV alarm regionalization management control system based on multi-information fusion …

Design of an MPC control policy for a non-linear system based on PWA model representation

A Pietrinferni - 2024 - webthesis.biblio.polito.it
Piecewise affine systems have emerged as focal points of study within the realm of control
theory due to their ability to accurately model complex, non-linear dynamical systems. This …

Machine learning based model linearization of a wind turbine for power regulation

P Sindareh Esfahani, JK Pieper - International Journal of Green …, 2021 - Taylor & Francis
Wind turbine systems exhibit highly nonlinear dynamics influenced by the aerodynamic
torque induced in the wind turbine blades and thrust force on the turbine structure due to the …

[PDF][PDF] On Prediction of Air Pollution Using Piecewise Affine Models

J Guo, Z Ren - Polish Journal of Environmental Studies - pjoes.com
Since air pollution affects both public health and economic growth, the issue has received
more attention recently. Model-based early warning systems or pollution management …