Blar i Scientific Publications in Engineering Sciences på forfatter "Mansoor, Majad"
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Adaptive ML-based technique for renewable energy system power forecasting in hybrid PV-Wind farms power conversion systems
Hamza Zafar, Muhammad; Mujeeb Khan, Noman; Mansoor, Majad; Feroz Mirza, Adeel; Kumayl Raza Moosavi, Syed; Sanfilippo, Filippo (Peer reviewed; Journal article, 2022)Large scale integration of renewable energy system with classical electrical power generation system requires a precise balance to maintain and optimize the supply–demand limitations in power grids operations. For this ... -
Data-driven green energy extraction: Machine learning-based MPPT control with efficient fault detection method for the hybrid PV-TEG system
Khan, Kamran; Rashid, Saad; Mansoor, Majad; Khan, Ammar; Raza, Hasan; Zafar, Muhammad Hamza; Akhtar, Naureen (Peer reviewed; Journal article, 2023)The hybrid photovoltaic-thermoelectric generation system (PVTEG) gives two-fold benefits; firstly, it efficiently utilizes the available solar energy as it converts both solar irradiance and solar thermal energy into ... -
Highly efficient maximum power point tracking control technique for PV system under dynamic operating conditions
Moosavi, Syed Kumayl Raza; Mansoor, Majad; Zafar, Muhammad Hamza; Khan, Noman Mujeeb; Mirza, Adeel Feroz; Akhtar, Naureen (Peer reviewed; Journal article, 2022) -
Hybrid General Regression NN Model for Efficient Operation of Centralized TEG System under Non-Uniform Thermal Gradients
Khan, Noman Mujeeb; Ahmed, Abbas; Haider, Syed Kamran; Zafar, Muhammad Hamza; Mansoor, Majad; Akhtar, Naureen (Peer reviewed; Journal article, 2023)The global energy demand, along with the proportionate share of renewable energy, is increasing rapidly. Renewables such as thermoelectric generators (TEG) systems have lower power ratings but a highly durable and ... -
Improved Reptile Search Optimization Algorithm: Application on Regression and Classification Problems
Khan, Muhammad Kamran; Zafar, Muhammad Hamza; Rashid, Saad; Mansoor, Majad; Moosavi, Syed Kumayl Raza; Sanfilippo, Filippo (Peer reviewed; Journal article, 2023)The reptile search algorithm is a newly developed optimization technique that can efficiently solve various optimization problems. However, while solving high-dimensional nonconvex optimization problems, the reptile search ... -
A Novel MPPT Controller Based on Mud Ring Optimization Algorithm for Centralized Thermoelectric Generator under Dynamic Thermal Gradients
Zafar, Muhammad Hamza; Abou Houran, Mohamad; Mansoor, Majad; Khan, Noman Mujeeb; Moosavi, Syed Kumayl Raza; Khan, Muhammad Kamran; Akhtar, Naureen (Peer reviewed; Journal article, 2023)Most industrial processes generate raw heat. To enhance the efficiency of industrial operations, this raw heat is recovered. Thermoelectric generators (TEG), as solid state devices, provide an excellent application of heat ... -
A novel optimization algorithm based PID controller design for real-time optimization of cutting depth and surface roughness in finish hard turning processes
Muqeet, Abdul; Israr, Asif; Zafar, Muhammad Hamza; Mansoor, Majad; Akhtar, Naureen (Peer reviewed; Journal article, 2023)This paper proposes a novel method to improve surface finish in turning processes by effectively controlling the cutting depth. A metaheuristic algorithm based PID control system, in combination with a piezoelectric vibration ... -
Step towards secure and reliable smart grids in Industry 5.0: A federated learning assisted hybrid deep learning model for electricity theft detection using smart meters
Zafar, Muhammad Hamza; Bukhari, Syed Muhammad Salman; Abou Houran, Mohamad; Moosavi, Syed Kumayl Raza; Mansoor, Majad; Al-Tawalbeh, Nedaa; Sanfilippo, Filippo (Peer reviewed; Journal article, 2023)The integration of Smart Grid technology and conceptual Industry 5.0 has paved the way for advanced energy management systems that enhance efficiency and revolutionized the parallel integration of power sources in a ... -
Training Deep Neural Networks with Novel Metaheuristic Algorithms for Fatigue Crack Growth Prediction in Aluminum Aircraft Alloys
Zafar, Muhammad Hamza; Younis, Hassaan Bin; Mansoor, Majad; Moosavi, Syed Kumayl Raza; Khan, Noman Mujeeb; Akhtar, Naureen (Peer reviewed; Journal article, 2022)