Ryan Ahmed

Long Short-Term Memory Networks for Accurate State-of-Charge Estimation of Li-ion Batteries

Ephrem Chemali, Phillip J. Kollmeyer, Matthias Preindl et al. · IEEE Transactions on Industrial Electronics · 2017 · 845 citations

Engineering, Computer Science, Electrical Engineering +17

Automotive Internal-Combustion-Engine Fault Detection and Classification Using Artificial Neural Network Techniques

Ryan Ahmed, Mohammed E. Sayed, S. Andrew Gadsden et al. · IEEE Transactions on Vehicular Technology · 2014 · 146 citations

Engineering, Automotive Engineering, Mechanical Engineering +17

Reduced-Order Electrochemical Model Parameters Identification and SOC Estimation for Healthy and Aged Li-Ion Batteries Part I: Parameterization Model Development for Healthy Batteries

Ryan Ahmed, Mohammed E. Sayed, Ienkaran Arasaratnam et al. · IEEE Journal of Emerging and Selected Topics in Power Electronics · 2014 · 133 citations

Engineering, Automotive Engineering, Systems Engineering +17

Model-Based Parameter Identification of Healthy and Aged Li-ion Batteries for Electric Vehicle Applications

Ryan Ahmed, Javier Gazzarri, Simona Onori et al. · SAE International journal of alternative powertrains · 2015 · 122 citations

Engineering, Automotive Engineering, Electrical Engineering +16

Reduced-Order Electrochemical Model Parameters Identification and State of Charge Estimation for Healthy and Aged Li-Ion Batteries—Part II: Aged Battery Model and State of Charge Estimation

Ryan Ahmed, Mohammed E. Sayed, Ienkaran Arasaratnam et al. · IEEE Journal of Emerging and Selected Topics in Power Electronics · 2014 · 97 citations

Engineering, Chemical Engineering, Aging +16