11 citations · 22 across the 10 of their papers we have counts for
11 papers
Optimal Tracking Current Control of Switched Reluctance Motor Drives Using Reinforcement Q-learning Scheduling
Hamad A. Alharkan, Sepehr Saadatmand, Mehdi Ferdowsi +1
In this paper, a novel Q-learning scheduling method for the current controller of switched reluctance motor (SRM) drive is investigated. Q-learning algorithm is a class of reinforc…
The Voltage Regulation of a Buck Converter Using a Neural Network Predictive Controller
Sepehr Saadatmand, Pourya Shamsi, Mehdi Ferdowsi
In this paper, a neural network predictive controller (NNPC) is proposed to control a buck converter. Conventional controllers such as proportional integral (PI) or proportional in…
The Heuristic Dynamic Programming Approach in Boost Converters
Sepehr Saadatmand, Pourya Shamsi, Mehdi Ferdowsi
In this study, a heuristic dynamic programming controller is proposed to control a boost converter. Conventional controllers such as proportional integral-derivative (PID) or propo…
The Voltage Regulation of Boost Converters Using Dual Heuristic Programming
Sepehr Saadatmand, Mohammadamir Kavousi, Sima Azizi
In this paper, a dual heuristic programming controller is proposed to control a boost converter. Conventional controllers such as proportional integral derivative (PID) or proporti…
Autonomous Control of a Line Follower Robot Using a Q-Learning Controller
Sepehr Saadatmand, Sima Azizi, Mohammadamir Kavousi +1
In this paper, a MIMO simulated annealing SA based Q learning method is proposed to control a line follower robot. The conventional controller for these types of robots is the prop…
Analysis of Skin Effect in High Frequency Isolation Transformers
Mohamad Saleh Sanjarinia, Sepehr Saadatmand, Pourya Shamsi +1
In this paper, a high frequency transformer with different conductors and winding arrangements, at presence of eddy currents and skin effect, is studied. By using different winding…
Analysis of Various Transformer Structures for High Frequency Isolation Applications
Mohamad Saleh Sanjarinia, Sepehr Saadatmand, Pourya Shamsi +1
High frequency transformers are an integral part of power electronics devices and their parasitic parameters influence the performance and efficiency of the overall system. In this…
Heuristic Dynamic Programming for Adaptive Virtual Synchronous Generators
Sepehr Saadatmand, Mohammad Saleh Sanjarinia, Pourya Shamsi +2
In this paper a neural network heuristic dynamic programing (HDP) is used for optimal control of the virtual inertia based control of grid connected three phase inverters. It is sh…
Neural Network Predictive Controller for Grid-Connected Virtual Synchronous Generator
Sepehr Saadatmand, Mohammad Saleh Sanjarinia, Pourya Shamsi +2
In this paper, a neural network predictive controller is proposed to regulate the active and the reactive power delivered to the grid generated by a three-phase virtual inertia-bas…
Dual Heuristic Dynamic Programing Control of Grid-Connected Synchronverters
Sepehr Saadatmand, Mohammad Saleh Sanjarinia, Pourya Shamsi +1
In this paper a new approach to control a grid-connected synchronverter by using a dual heuristic dynamic programing (DHP) design is presented. The disadvantages of conventional sy…
Estimating the Rating of Reviewers Based on the Text
Mohammadamir Kavousi, Sepehr Saadatmand
User-generated texts such as reviews and social media are valuable sources of information. Online reviews are important assets for users to buy a product, see a movie, or make a de…