Challenges in smartizing operational management of functionally-smart inverters for distributed energy resources: A review on machine learning aspects

Y Fujimoto, A Kaneko, Y Iino, H Ishii, Y Hayashi - Energies, 2023 - mdpi.com
The widespread introduction of functionally-smart inverters will be an indispensable factor
for the large-scale penetration of distributed energy resources (DERs) via the power system …

Adaptive control based on neural networks for an uncertain 2-DOF helicopter system with input deadzone and output constraints

Y Ouyang, L Dong, L Xue, C Sun - IEEE/CAA Journal of …, 2019 - ieeexplore.ieee.org
In this paper, a study of control for an uncertain 2-degree of freedom (DOF) helicopter
system is given. The 2-DOF helicopter is subject to input deadzone and output constraints. In …

A diagnosis algorithm for multiple open-circuited faults of microgrid inverters based on main fault component analysis

Z Huang, Z Wang, H Zhang - IEEE Transactions on Energy …, 2018 - ieeexplore.ieee.org
This paper presents a new open-circuit fault diagnosis algorithm for multiple switch of
microgrid inverter in different load change condition. From the analysis of the waveform …

Prioritizing useful experience replay for heuristic dynamic programming-based learning systems

Z Ni, N Malla, X Zhong - IEEE Transactions on Cybernetics, 2018 - ieeexplore.ieee.org
The adaptive dynamic programming controller usually needs a long training period because
the data usage efficiency is relatively low by discarding the samples once used. Prioritized …

Optimal spin polarization control for the spin-exchange relaxation-free system using adaptive dynamic programming

R Wang, Z Wang, S Liu, T Li, F Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This work is the first to solve the 3-D spin polarization control (3DSPC) problem of atomic
ensembles, which controls the spin polarization to achieve arbitrary states with the …

Optimal control for a class of complex singular system based on adaptive dynamic programming

Z Shi, Z Wang - IEEE/CAA Journal of Automatica Sinica, 2019 - ieeexplore.ieee.org
This paper presents a new design approach to achieve decentralized optimal control of high-
dimension complex singular systems with dynamic uncertainties. Based on robust adaptive …

Comparative analysis of current control techniques to support virtual inertia applications

U Tamrakar, D Shrestha, N Malla, Z Ni, TM Hansen… - applied sciences, 2018 - mdpi.com
The rapid transition towards an inverter-dominated power system has reduced the inertial
response capability of modern power systems. As a solution, inverters are equipped with …

Improving Power Delivery of Grid-Connected Induction Machine Based Wind Generators Under Dynamic Conditions Using Feedforward Linear Neural Networks

SS Chand, R Prasad, HK Mudaliar, DM Kumar… - IEEE …, 2023 - ieeexplore.ieee.org
In the conventional grid-connected Wind Energy Conversion System (WECS), the generator
side inverter is typically controlled via Field Oriented Control (FOC), while Voltage Oriented …

Linear quadratic tracking control of unknown discrete-time systems using value iteration algorithm

X Li, L Xue, C Sun - Neurocomputing, 2018 - Elsevier
In this paper, an optimal tracking control scheme is proposed to solve the infinite-horizon
linear quadratic tracking (LQT) problem using iterative adaptive dynamic programming …

[PDF][PDF] Performance Evaluation of Fuzzy One Cycle Control Based Custom Power Device for Harmonic Mitigation

V Manoj, DP Khampariya, DR Pilla - IJEER, 2022 - ijeer.forexjournal.co.in
░ ABSTRACT-Custom power devices (CPDs) provide better harmonic minimization when
they are connected in parallel with the distribution network. Power switches have a hard …