Predictive energy management for a plug-in hybrid electric vehicle using driving profile segmentation and energy-based analytical SoC planning
Sign Up to like & getrecommendations! Published in 2021 at "Energy"
DOI: 10.1016/j.energy.2020.119700
Abstract: Abstract This paper presents a new approach to generating reference SoC trajectories for predictive energy management control of plug-in hybrid electric vehicles. Firstly, inspired by an interesting pattern found in globally optimal SoC trajectories, we… read more here.
Keywords: reference soc; energy; plug hybrid; energy management ... See more keywords
A survey on driving prediction techniques for predictive energy management of plug-in hybrid electric vehicles
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Power Sources"
DOI: 10.1016/j.jpowsour.2018.11.085
Abstract: Abstract Driving prediction techniques (DPTs) are used to forecast the distributions of various future driving conditions (FDC), like velocity, acceleration, driver behaviors etc. and the quality of prediction results has great impacts on the performance… read more here.
Keywords: electric vehicles; prediction techniques; hybrid electric; prediction ... See more keywords
Current methods for developing predictive energy equations in maintenance dialysis are imprecise
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DOI: 10.1080/07853890.2022.2057581
Abstract: Abstract Purpose For individuals receiving maintenance dialysis, estimating accurate resting energy expenditure (REE) is essential for achieving energy balance, and preventing protein-energy wasting. Dialysis-specific, predictive energy equations (PEEs) offer a practical way to calculate REE.… read more here.
Keywords: energy; energy equations; dialysis; predictive energy ... See more keywords
Predictive Energy Management of Hybrid Electric Vehicles via Multi-Layer Control
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DOI: 10.1109/tvt.2021.3081346
Abstract: This paper presents predictive energy management of hybrid electric vehicles (HEVs) via computationally efficient multi-layer control. First, we formulate an optimization problem by considering driveability and a penalty for using service brakes in the objective… read more here.
Keywords: control; hybrid electric; predictive energy; layer ... See more keywords
Predictive Energy Management of Plug-in Hybrid Electric Vehicles by Real-Time Optimization and Data-Driven Calibration
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2021.3138440
Abstract: This article proposes a predictive energy management strategy of plug-in hybrid electric vehicles by real-time optimization and data-driven calibration. The powertrain modelling and physical constraints, including engine, battery, and generator, are simplified by polynomial fitting… read more here.
Keywords: time; optimization; predictive energy; real time ... See more keywords
Are Predictive Energy Expenditure Equations Accurate in Cirrhosis?
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DOI: 10.3390/nu11020334
Abstract: Malnutrition is associated with significant morbidity and mortality in cirrhosis. An accurate nutrition prescription is an essential component of care, often estimated using time-efficient predictive equations. Our aim was to compare resting energy expenditure (REE)… read more here.
Keywords: energy expenditure; energy; cirrhosis; predictive equations ... See more keywords