Javad Khazaei
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View article: Direct data-driven control of grid-connected DERs using Taylor series expansion
Direct data-driven control of grid-connected DERs using Taylor series expansion Open
Incorporation of distributed energy resources (DERs) - including a range of renewable energy technologies and energy storage solutions into the power grid can provide cost savings, reduce CO2 emissions, and enhance the resilienc…
View article: Integrated hydrothermal carbonization to enhance resource and energy recovery from food waste
Integrated hydrothermal carbonization to enhance resource and energy recovery from food waste Open
View article: Physics-Informed Machine Learning-Based Dynamic Modeling Techniques for Naval Power and Energy Systems
Physics-Informed Machine Learning-Based Dynamic Modeling Techniques for Naval Power and Energy Systems Open
View article: Economic dispatch of offshore renewable energy resources for islanded communities with optimal storage sizing
Economic dispatch of offshore renewable energy resources for islanded communities with optimal storage sizing Open
View article: Economic Dispatch and Power Flow Analysis for Microgrids
Economic Dispatch and Power Flow Analysis for Microgrids Open
This study investigates the economic dispatch and optimal power flow (OPF) for microgrids, focusing on two configurations: a single-bus islanded microgrid and a three-bus grid-tied microgrid. The methodologies integrate renewable energy so…
View article: Economic Model Predictive Control of Water Distribution Systems with Accelerated Optimization Algorithm
Economic Model Predictive Control of Water Distribution Systems with Accelerated Optimization Algorithm Open
Model predictive control (MPC) has emerged as an effective strategy for water distribution systems (WDSs) management. However, it is hampered by the computational burden for large-scale WDSs due to the combinatorial growth of possible cont…
View article: Adaptive Regulated Sparsity Promoting Approach for Data-Driven Modeling and Control of Grid-Connected Solar Photovoltaic Generation
Adaptive Regulated Sparsity Promoting Approach for Data-Driven Modeling and Control of Grid-Connected Solar Photovoltaic Generation Open
This paper aims to introduce a new statistical learning technique based on sparsity promoting for data-driven modeling and control of solar photovoltaic (PV) systems. Compared with conventional sparse regression techniques that might intro…
View article: Physics-informed Convolutional Neural Network for Microgrid Economic Dispatch
Physics-informed Convolutional Neural Network for Microgrid Economic Dispatch Open
The variability of renewable energy generation and the unpredictability of electricity demand create a need for real-time economic dispatch (ED) of assets in microgrids. However, solving numerical optimization problems in real-time can be …
View article: Data-Driven Dynamic State Estimation of Photovoltaic Systems via Sparse Regression Unscented Kalman Filter
Data-Driven Dynamic State Estimation of Photovoltaic Systems via Sparse Regression Unscented Kalman Filter Open
Dynamic state estimation (DSE) is vital in modern power systems with numerous inverter-based distributed energy resources including solar and wind, ensuring real-time accuracy for tracking system variables and optimizing grid stability. Th…
View article: Physics-Informed Convolutional Neural Network for Microgrid Economic Dispatch
Physics-Informed Convolutional Neural Network for Microgrid Economic Dispatch Open
View article: Machine Learning Models for the Economic Dispatch of Islanded Micro Water-Energy Systems
Machine Learning Models for the Economic Dispatch of Islanded Micro Water-Energy Systems Open
View article: Economic Dispatch of Offshore Renewable Energy Resources for Islanded Communities with Optimal Storage Sizing
Economic Dispatch of Offshore Renewable Energy Resources for Islanded Communities with Optimal Storage Sizing Open
View article: Nonlinear Model Predictive Control for Navy Microgrids with Stabilizing Terminal Ingredients
Nonlinear Model Predictive Control for Navy Microgrids with Stabilizing Terminal Ingredients Open
This paper presents a novel control strategy for medium voltage DC (MVDC) naval shipboard microgrids (MGs), employing a nonlinear model predictive controller (NMPC) enhanced with stabilizing features and an intricate droop control architec…
View article: Time-Domain Operational Metrics for Real-time Resilience Assessment in DC Microgrids
Time-Domain Operational Metrics for Real-time Resilience Assessment in DC Microgrids Open
Resilience is emerging as an evolving notion, reflecting a system's ability to endure and adapt to sudden and catastrophic changes and disruptions. This paper spotlights the significance of the quantitative resilience indices of medium-vol…
View article: Voltage Restoration in MVDC Shipboard Microgrids with Economic Nonlinear Model Predictive Control
Voltage Restoration in MVDC Shipboard Microgrids with Economic Nonlinear Model Predictive Control Open
Future Naval Microgrids (MGs) will include hybrid energy storage systems (ESS), including battery and supercapacitors to respond to emerging constant power loads (CPLs) and fluctuating pulsed power loads (PPLs). Voltage regulation of naval…
View article: Learning the Dynamics of Future Marine Microgrids Using Temporal Convolutional Neural Network
Learning the Dynamics of Future Marine Microgrids Using Temporal Convolutional Neural Network Open
Medium-voltage direct-current (MVDC) ship-board microgrids (SMGs) are the state-of-the-art architecture for onboard power distribution in navy. These systems are considered to be highly dynamic due to high penetration of power electronic c…
View article: Operational Resilience Assessment: A Frequency-Domain Approach for DC Microgrids
Operational Resilience Assessment: A Frequency-Domain Approach for DC Microgrids Open
DC shipboard microgrids (SMGs) are highly dynamic systems susceptible to failure due to various cyber-physical disturbances, such as extreme weather and mission operations during wartime. In this paper, the real-time operational resilience…
View article: Vulnerability of Building Energy Management against Targeted False Data Injection Attacks:Model Predictive Control vs. Proportional Integral
Vulnerability of Building Energy Management against Targeted False Data Injection Attacks:Model Predictive Control vs. Proportional Integral Open
Cybersecurity in building energy management is crucial for protecting infrastructure, ensuring data integrity, and preventing unauthorized access or manipulation. This paper investigates the energy efficiency and cybersecurity of building …
View article: Data-Enabled Identification of Nonlinear Dynamics of Water Systems using Sparse Regression Technique
Data-Enabled Identification of Nonlinear Dynamics of Water Systems using Sparse Regression Technique Open
The complex, multi-variable, highly nonlinear and strong coupling characteristics of water distribution systems (WDSs) has significantly limited the capability of model-based approaches for control purposes in such systems. With the emergi…
View article: A Multifunctional Complex Droop Control Scheme for Dynamic Power Management in Hybrid DC Microgrids
A Multifunctional Complex Droop Control Scheme for Dynamic Power Management in Hybrid DC Microgrids Open
View article: Detection of Random False Data Injection Cyberattacks in Smart Water Systems Using Optimized Deep Neural Networks
Detection of Random False Data Injection Cyberattacks in Smart Water Systems Using Optimized Deep Neural Networks Open
A cyberattack detection model based on supervised deep neural network is proposed to identify random false data injection (FDI) on the tank’s level measurements of a water distribution system. The architecture of the neural network, as wel…
View article: FedResilience: A Federated Learning Application to Improve Resilience of Resource-Constrained Critical Infrastructures
FedResilience: A Federated Learning Application to Improve Resilience of Resource-Constrained Critical Infrastructures Open
Critical infrastructures (e.g., energy and transportation systems) are essential lifelines for most modern sectors and have utmost significance in our daily lives. However, these important domains can fail to operate due to system failures…
View article: Consensus Control of Distributed Battery Energy Storage Devices in Smart Grids
Consensus Control of Distributed Battery Energy Storage Devices in Smart Grids Open
One of the major challenges of existing highly distributed smart grid system is the centralized supervisory control and data acquisition (SCADA) system, which suffers from single point of failure. This chapter introduces a novel distribute…
View article: Determination of Physical Properties, Moisture Absorption Process and Aerodynamic Properties of Grain and Cluster Straw of Two Wheat Cultivars
Determination of Physical Properties, Moisture Absorption Process and Aerodynamic Properties of Grain and Cluster Straw of Two Wheat Cultivars Open
In this study, physical properties of grain and cluster straw including geometric dimensions, moisture absorption and aerodynamic properties of two wheat cultivars were investigated. The effect of cultivar on width, thickness, geometric di…
View article: Optimal operation of water-energy microgrids; a mixed integer linear programming formulation
Optimal operation of water-energy microgrids; a mixed integer linear programming formulation Open
View article: Dynamic economic dispatch of islanded water-energy microgrids with smart building thermal energy management system
Dynamic economic dispatch of islanded water-energy microgrids with smart building thermal energy management system Open
View article: Electrochemical optimization and small-signal analysis of grid-connected polymer electrolyte membrane (PEM) fuel cells for renewable energy integration
Electrochemical optimization and small-signal analysis of grid-connected polymer electrolyte membrane (PEM) fuel cells for renewable energy integration Open
View article: Data on reducing carbon footprint in microgrids using distributed battery energy storage
Data on reducing carbon footprint in microgrids using distributed battery energy storage Open
View article: Sunflower petals: Some physical properties and modeling distribution of their number, dimensions, and mass
Sunflower petals: Some physical properties and modeling distribution of their number, dimensions, and mass Open
Sunflower petal is one of the parts of the sunflower which has drawn attention and has several applications these days. These applications justify getting information about physical properties, mechanical properties, drying trends, etc. in…
View article: The Study of the Effect of the Rotational Speed and the Horizontal Distance Fingertips to Nose on the Head Losses of Wheat Stripping
The Study of the Effect of the Rotational Speed and the Horizontal Distance Fingertips to Nose on the Head Losses of Wheat Stripping Open
Wheat is one of the major food source for the people of Iran. Wheat harvesting methods traditionally have large losses that to reduce it, use of stripping. In this study developed a head stripper was designed and built in accordance with a…