Neuromorphic deep learning frequency regulation in stand-alone microgrids

B Yildirim, P Razmi, A Fathollahi, M Gheisarnejad… - Applied Soft …, 2023 - Elsevier
Frequency instability has been a growing problem in recent years due to the rising
penetration of distributed generating systems in the format of Microgrids (MGs), which are …

Virtual hardware-in-the-loop FMU co-simulation based digital twins for heating, ventilation, and air-conditioning (HVAC) systems

S Abrazeh, SR Mohseni, MJ Zeitouni… - … on Emerging Topics …, 2022 - ieeexplore.ieee.org
In this paper, a novel self-adaptive control method based on a digital twin is developed and
investigated for a multi-input multi-output (MIMO) nonlinear system, which is a heating …

Control of rotary inverted pendulum using model-free backstepping technique

J Huang, T Zhang, Y Fan, JQ Sun - IEEE Access, 2019 - ieeexplore.ieee.org
This paper presents control studies of a rotary inverted pendulum (RIP) by applying a model-
free backstepping (MFBS) control technique. We first discuss the new MFBS technique …

Smart emergency EV-to-EV portable battery charger

M Mosayebi, A Fathollahi, M Gheisarnejad… - Inventions, 2022 - mdpi.com
With the increase in the number of electric vehicles (EVs) and developments in their related
charging infrastructures, consumers have still some concerns about some limiting factors in …

A novel deep learning backstepping controller-based digital twins technology for pitch angle control of variable speed wind turbine

A Parvaresh, S Abrazeh, SR Mohseni, MJ Zeitouni… - Designs, 2020 - mdpi.com
This paper proposes a deep deterministic policy gradient (DDPG) based nonlinear integral
backstepping (NIB) in combination with model free control (MFC) for pitch angle control of …

Data-driven switching control technique based on deep reinforcement learning for packed E-Cell as smart ev charger

M Gheisarnejad, A Fathollahi… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Among Hybrid Multilevel Rectifiers (HMRs), Packed E-Cell appeared as an interesting
topology due to the generation of nine-level voltage with minimum active/passive devices …

Deep Entropy-Learning based virtual inertia control for VRFB regulation considering Phase-Locked loop dynamics

S Li, JT Makuza - Expert Systems with Applications, 2024 - Elsevier
The virtual inertia control (VIC) technique is often adopted as a prominent mechanism to
address the inertia deficiency of modern integrated power systems with high penetration of …

[HTML][HTML] Trust Region Policy Learning for Adaptive Drug Infusion with Communication Networks in Hypertensive Patients

MT Vu, SH Kim, HLNN Thanh, M Roohi, TH Nguyen - Mathematics, 2025 - mdpi.com
In the field of biomedical engineering, the issue of drug delivery constitutes a multifaceted
and demanding endeavor for healthcare professionals. The intravenous administration of …

Data-driven backstepping control of underactuated mechanical systems

J Huang, T Zhang, JQ Sun - Journal of …, 2019 - asmedigitalcollection.asme.org
This paper studies control problems of underactuated mechanical systems with model
uncertainties. The control is designed with the method of backstepping. The first-order low …

Microhole drilling by high-intensity focused ultrasound-assisted water-confined laser micromachining

Z Liu, B Wu, Z Kang, Z Yang - Journal of …, 2019 - asmedigitalcollection.asme.org
Laser micromachining has several advantages such as the capability of flexibly producing
very small features in both conductive and nonconductive materials. However, it may often …