Source-Level Energy Consumption Estimation for Cloud Computing Tasks
IEEE Access, 2018 In the cloud computing environment, the source-level energy consumption (EC) estimation is employed to approximately measure the EC of a cloud computing task before it is executed. The EC estimation on tasks is critical to task scheduling and source-code
Hui Liu +4 more
doaj +2 more sources
Energy Consumption Estimation for Embedded Applications
Elektronika ir Elektrotechnika, 2016 Energy consumption, indeed, represents one of the essential properties of embedded applications, especially for those devices whose autonomy depends on battery life. The lack of accurate and suitable methodology for energy consumption estimation for embedded applications based on ultra-low power heterogeneous multicore DSP platforms inspired a solution
Momcilo V. Krunic +3 more
openaire +3 more sources
Optimization Methods for Energy Consumption Estimation in Wireless Sensor Networks
Journal of Sustainable Development of Energy, Water and Environment Systems, 2019 The main problems in wireless sensor technologies are the constrained energy resources (e. g., battery capacity, processing consumption), and their long-lasting operational capacity in the environment while collecting and sending data to the central ...
Mare Srbinovska, Marija Cundeva-Blajer
doaj +2 more sources
Data-driven probabilistic energy consumption estimation for battery electric vehicles with model uncertainty [PDF]
International Journal of Green Energy, 2023 This paper presents a novel probabilistic data-driven approach to trip-level energy consumption estimation of battery electric vehicles (BEVs). As there are very few electric vehicle (EV) charging stations, EV trip energy consumption estimation can make ...
Ayan Maity, Sudeshna Sarkar
semanticscholar +1 more source
A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation [PDF]
Knowledge Discovery and Data Mining, 2023 Vehicle Energy Consumption (VEC) estimation aims to predict the total energy required for a given trip before it starts, which is of great importance to trip planning and transportation sustainability.
Siqi Lai, Weijia Zhang, Hao Liu
semanticscholar +1 more source
Fine-Grained RNN With Transfer Learning for Energy Consumption Estimation on EVs
IEEE Transactions on Industrial Informatics, 2022 Electric vehicles (EVs) are increasingly becoming an environmental-friendly option in current transportation systems, thanks to reduced fossil fuel consumption and carbon emission.
Yining Hua +4 more
semanticscholar +1 more source
Energy Consumption Estimation for Electric Buses Based on a Physical and Data-Driven Fusion Model
Energies, 2022 The energy consumption of electric vehicles is closely related to the problems of charging station planning and vehicle route optimization. However, due to various factors, such as vehicle performance, driving habits and environmental conditions, it is ...
Xiaoyu Li +4 more
semanticscholar +1 more source
Establishment and assessment of new formulas for energy consumption estimation in adult burn patients. [PDF]
PLoS One, 2014 Objective An accurate knowledge of energy consumption in burn patients is a prerequisite for rational nutrition therapy. This study sought to create a formula that accounts for the metabolic characteristics of adult burn patients to accurately estimate ...
Xi P +9 more
europepmc +2 more sources
A Review and Outlook of Energy Consumption Estimation Models for Electric Vehicles [PDF]
SAE International Journal of Sustainable Transportation, Energy, Environment, & Policy, 2020 Electric vehicles (EVs) are critical to the transition to a low-carbon transportation system. The successful adoption of EVs heavily depends on energy consumption models that can accurately and reliably estimate electricity consumption.
Yuche Chen +5 more
semanticscholar +1 more source