Ephrem Chemali - Concepedia

Concepedia

Author

Ephrem Chemali

McMaster University

Also Known As

Chemali, Ephrem, Ephrem Chemali

15

Publications

2.2K

Citations

12

H-Index

32

Concepts

All Affiliations

McMaster University Columbia University

EC

About

Ephrem Chemali is an author at McMaster University specializing in engineering, electrical engineering, and energy storage.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	12	2.2K
2	Computer Engineering	5	5	983
3	Data Science	2	2	144
4	Chemical Engineering	1	1	284
5	Computer Science	1	1	795

Ephrem Chemali

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12

Publications

2.2K

Citations

12

H-Index

	Year	Citations
Long Short-Term Memory Networks for Accurate State-of-Charge Estimation of Li-ion Batteries Ephrem Chemali, Phillip J. Kollmeyer, Matthias Preindl, IEEE Transactions on Industrial Electronics Artificial IntelligenceEngineeringMachine LearningAccurate State-of-charge EstimationRecurrent Neural Network	2017	795
State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach Ephrem Chemali, Phillip J. Kollmeyer, Matthias Preindl, Journal of Power Sources Electric BatteryElectrical EngineeringDeep Neural NetworksEngineeringMachine Learning	2018	748
Electrochemical and Electrostatic Energy Storage and Management Systems for Electric Drive Vehicles: State-of-the-Art Review and Future Trends Ephrem Chemali, Matthias Preindl, Pawel Malysz, IEEE Journal of Emerging and Selected Topics in Power Electronics EngineeringChemical EngineeringElectric VehiclesEnergy Storage DeviceEmissions Regulations	2016	284
Li-ion Battery State of Charge Estimation Using Long Short-Term Memory Recurrent Neural Network with Transfer Learning Carlos Vidal, Phillip J. Kollmeyer, Ephrem Chemali, Artificial IntelligenceEngineeringMachine LearningIntelligent SystemsRecurrent Neural Network	2019	75
A Convolutional Neural Network Approach for Estimation of Li-Ion Battery State of Health from Charge Profiles Ephrem Chemali, Phillip J. Kollmeyer, Matthias Preindl, Energies Convolutional Neural NetworkEngineeringMachine LearningData ScienceCnn Algorithm	2022	69
Hybrid Energy Storage System State-Of-Charge Estimation Using Artificial Neural Network For Micro-Hybrid Applications Carlos Vidal, Mike Hausmann, Daniel Barroso, EngineeringEnergy EfficiencyHome Energy StorageNeural Network StructureStorage Systems	2018	41
A novel hybrid energy storage system using the multi-source inverter Lea Dorn-Gomba, Ephrem Chemali, Ali Emadi Hybrid Energy SystemsElectrical EngineeringNovel Hess TopologyEngineeringSmart Grid	2018	34
Real-Time Control of a Full Scale Li-ion Battery and Li-ion Capacitor Hybrid Energy Storage System for a Plug-in Hybrid Vehicle Phillip J. Kollmeyer, Mackenzie Wootton, John Reimers, IEEE Transactions on Industry Applications Electrical EngineeringReal-time ControlStorage SystemsEngineeringLi-ion Capacitor Pack	2019	29
Optimal performance of a full scale li-ion battery and li-ion capacitor hybrid energy storage system for a plug-in hybrid vehicle Phillip J. Kollmeyer, Mackenzie Wootton, John Reimers, Hybrid Energy SystemsElectrical EngineeringVehicle RangeEngineeringLi-ion Battery Pack	2017	27
On the concept of a novel Reconfigurable Multi-Source Inverter Ephrem Chemali, Ali Emadi Electrical EngineeringEngineeringPowertrain ArchitecturesSmart GridEnergy Management	2017	22

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