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Published in 2020 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2020.12.707
Abstract: Abstract This paper reports numerical and practical results of an open-loop optimal control formulation that reduces the power consumption of the electric arc furnace (EAF) steel production process. A control vector parametrization technique is used…
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Keywords:
power;
steel;
electric efficiency;
optimization electric ... See more keywords
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Published in 2019 at "Mechanics Based Design of Structures and Machines"
DOI: 10.1080/15397734.2018.1520129
Abstract: Abstract The reduction of vehicle fuel consumption is one of the most important targets for the automotive industry. Plug-in electric vehicles (PHEVs) are considered a viable alternative to improve the vehicle performance and efficiency. This…
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Keywords:
electric propulsion;
vehicle;
propulsion system;
optimization ... See more keywords
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Published in 2020 at "IEEE Transactions on Magnetics"
DOI: 10.1109/tmag.2019.2956849
Abstract: This article proposes the use of transfer learning for the deep neural network to reduce the computing cost of the topology optimization of electric motors based on a genetic algorithm (GA). The average torque and…
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Keywords:
learning deep;
topology optimization;
topology;
transfer learning ... See more keywords
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Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13084867
Abstract: The incorporation of electric vehicles into the transportation system is imperative in order to mitigate the environmental impact of fossil fuel use. This requires establishing methods for deploying the charging infrastructure in an optimal way.…
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Keywords:
genetic algorithms;
multi objective;
objective optimization;
model ... See more keywords
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Published in 2020 at "Data"
DOI: 10.3390/data5040102
Abstract: This dataset includes multiple files related to optimization of electric vehicles to minimize overloading in low voltage grids by varying the locations available to charge the EVs. The data include lognormally sampled hourly sorted scenarios…
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Keywords:
heuristic optimization;
electric vehicles;
optimization;
optimization electric ... See more keywords