Hossein Mirinejad

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Problem statement: Heating, Ventilating and Air Conditioning (HVAC) systems are among the main installations in residential, commercial and industrial buildings. The purpose of the HVAC systems is normally to provide a comfortable environment in terms of temperature, humidity and other environmental parameters for the occupants as well as to save energy.(More)
Greenhouse climate is a nonlinear time variant multi-input multi-output system with delay time and non-minimum phase. Because of the variety of parameters and strong coupling, developing a physical model based on thermodynamic principles is rather difficult. Having the ability of universal approximations, Artificial Neural Networks (ANN) can be well adapted(More)
BACKGROUND AND OBJECTIVE Anemia is a common comorbidity in patients with chronic kidney disease (CKD) and is frequently associated with decreased physical component of quality of life, as well as adverse cardiovascular events. Current treatment methods for renal anemia are mostly population-based approaches treating individual patients with a(More)
This paper presents a radial basis function (RBF) method to directly solve an optimal control problem with state and control constraints. The proposed method transcribes the optimal control problem into a nonlinear programming (NLP) problem via RBF parameterization of states and controls along with unequal discretization at shifted Legendre-Gauss-Lobatto(More)
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