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Journal Articles

Improving Wind Power Forecast Accuracy for Optimal Hybrid System Energy Management

Ben Ammar Rim, Ben Ammar Mohsen, Abdelmajid Oualha
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. September 2024, 146(9): 092101.
Paper No: JERT-24-1068
https://doi.org/10.1115/1.4065538
Published Online: June 13, 2024
.... The derived wind power, the load profile, and the forecasted PV power were deployed for PV/Wind/Battery/Diesel energy management. The outlined approach aims to ensure the continuity of the load supply, protect the batteries, maximize the use of renewable energies, and minimize the use of storage systems...
View Article titled, Improving Wind Power Forecast Accuracy for Optimal Hybrid System <span class="search-highlight">Energy</span> <span class="search-highlight">Management</span>
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Topics: Artificial neural networks, Batteries, Convolutional neural networks, Energy management, Wind, Wind power, Wind velocity, Stress, Deep learning, Diesel
Journal Articles

Economic Control for a Residential Photovoltaic-Battery System by Combining Stochastic Model Predictive Control and Improved Correction Strategy

Xinchen Deng, Zhongwei Deng, Ziyou Song, Xianke Lin, Xiaosong Hu
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Technical Briefs
J. Energy Resour. Technol. May 2022, 144(5): 054501.
Paper No: JERT-21-1201
https://doi.org/10.1115/1.4051735
Published Online: July 30, 2021
... increasing attention to help improve the penetration of PV power to households. This paper presents an adaptive energy management method to minimize the energy cost of residential PV-battery systems. First, the uncertainty of the predictive electricity demand and PV power supply is modeled. Then a stochastic...
View Article titled, Economic Control for a Residential Photovoltaic-Battery System by Combining Stochastic Model Predictive Control and Improved Correction Strategy
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Topics: Batteries, Economics , Flow (Dynamics), Predictive control, Uncertainty, Errors, Energy storage, Stress, Power grids, Energy generation
Journal Articles

An Intelligent Predictive Controller for Power and Battery Management in Plug-In Hybrid Electric Vehicles

Mojtaba Hassanzadeh, Zahra Rahmani
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. November 2021, 143(11): 112105.
Paper No: JERT-21-1118
https://doi.org/10.1115/1.4050577
Published Online: April 19, 2021
...Mojtaba Hassanzadeh; Zahra Rahmani This paper presents a novel real-time energy management strategy (EMS) for plug-in hybrid electric vehicles (PHEVs), which combines the adaptive neuro-fuzzy inference system (ANFIS) and the model predictive control (MPC). A two-objective EMS with two state...
View Article titled, An Intelligent Predictive Controller for Power and Battery Management in Plug-In Hybrid Electric Vehicles
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Topics: Batteries, Control equipment, Cycles, Energy management, Temperature, Hybrid electric vehicles, Battery life, Optimization, Fuel consumption, Trajectories (Physics)