Federated learning with stochastic quantization
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.23056
Abstract: This paper studies the distributed federated learning problem when the exchanged information between the server and the workers is quantized. A novel quantized federated averaging algorithm is developed by applying stochastic quantization scheme to the… read more here.
Keywords: model parameters; stochastic quantization; federated learning; model ... See more keywords
On‐line estimation of power model parameters for skid‐steer robots with applications in mission energy use prediction
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Field Robotics"
DOI: 10.1002/rob.22076
Abstract: This paper presents algorithms to predict the energy used by a skid‐steer robot to complete a given path, including the refinement of that prediction during operation. The vast majority of commercially available ground mobile robots… read more here.
Keywords: model parameters; power model; energy; skid steer ... See more keywords
Bayesian inference of root architectural model parameters from synthetic field data
Sign Up to like & getrecommendations! Published in 2021 at "Plant and Soil"
DOI: 10.1007/s11104-021-05026-4
Abstract: Characterizing root system architectures of field-grown crops is challenging as root systems are hidden in the soil. We investigate the possibility of estimating root architecture model parameters from soil core data in a Bayesian framework.… read more here.
Keywords: root; field; root architecture; model parameters ... See more keywords
Permissible range of model parameters for natural fine-grained materials
Sign Up to like & getrecommendations! Published in 2017 at "Acta Geotechnica"
DOI: 10.1007/s11440-017-0553-1
Abstract: This paper presents a three-dimensional constitutive model for natural clay that includes creep, anisotropy and structure, as well as a theoretical means to estimate the range for anisotropy- and structure-related parameters, as needed for parameter… read more here.
Keywords: model parameters; range model; range; parameters natural ... See more keywords
An approach to modeling production decline in unconventional reservoirs
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Petroleum Exploration and Production Technology"
DOI: 10.1007/s13202-017-0380-9
Abstract: Most decline curve methods have two main limitations; the model parameters as a rule are not functions of reservoir parameters and may yield unrealistic (nonphysical) values of expected ultimate recovery (EUR) because boundary-dominated flow may… read more here.
Keywords: production; model parameters; decline; model ... See more keywords
Use of spatio-temporal calibrated wind shear model to improve accuracy of wind resource assessment
Sign Up to like & getrecommendations! Published in 2018 at "Applied Energy"
DOI: 10.1016/j.apenergy.2018.01.063
Abstract: Wind shear models are commonly used to predict the wind speed at wind turbine hub heights from the wind data collected at the elevation of the monitoring station. In many cases, the model parameters are… read more here.
Keywords: wind; model parameters; wind shear; spatio temporal ... See more keywords
State of charge and online model parameters co-estimation for liquid metal batteries
Sign Up to like & getrecommendations! Published in 2019 at "Applied Energy"
DOI: 10.1016/j.apenergy.2019.05.032
Abstract: Abstract Liquid metal battery (LMB) is a novel battery technology that shows great application potential in the electric energy storage system. For the utilization of battery systems, an accurate estimate of the state of charge… read more here.
Keywords: state charge; liquid metal; model parameters; model ... See more keywords
Machine learning of two-dimensional spectroscopic data
Sign Up to like & getrecommendations! Published in 2019 at "Chemical Physics"
DOI: 10.1016/j.chemphys.2019.01.002
Abstract: Abstract Two-dimensional electronic spectroscopy has become one of the main experimental tools for analyzing the dynamics of excitonic energy transfer in large molecular complexes. Simplified theoretical models are usually employed to extract model parameters from… read more here.
Keywords: machine learning; dimensional spectroscopic; model parameters; two dimensional ... See more keywords
UAS based Li-ion battery model parameters estimation
Sign Up to like & getrecommendations! Published in 2017 at "Control Engineering Practice"
DOI: 10.1016/j.conengprac.2017.06.012
Abstract: Abstract Estimation of Lithium-ion (Li-ion) battery model parameters is key for accurately determining battery state of charge (SOC). Estimating these parameters requires substantial experimental effort. This work reduces the experimentation required, by using universal adaptive… read more here.
Keywords: model parameters; battery model; model; battery ... See more keywords
Effective and practical parameters of electrochemical Li-ion battery models for degradation diagnosis
Sign Up to like & getrecommendations! Published in 2021 at "Journal of energy storage"
DOI: 10.1016/j.est.2021.103077
Abstract: Abstract The pseudo-2-dimensional (P2D) model parameters of Li-ion batteries are important indicators of their properties, characteristics, and conditions. For safe operation, it is essential to discover the effective P2D model parameters closely related to the… read more here.
Keywords: p2d model; battery; model parameters; aging parameters ... See more keywords
Digital mapping of Philip model parameters for prediction of water infiltration at the watershed scale in a semi-arid region of Iran
Sign Up to like & getrecommendations! Published in 2020 at "Geoderma Regional"
DOI: 10.1016/j.geodrs.2020.e00301
Abstract: Abstract Modeling water infiltration rate at the regional scale with the ruler of calcareous conditions is important for a better understanding of infiltration processes and infiltration modeling development. The aim of the present study was… read more here.
Keywords: model parameters; infiltration; environmental data; soil ... See more keywords