Suivre
Xiaojun Luo
Xiaojun Luo
Senior Lecturer in Financial Technology, University of the West of England
Adresse e-mail validée de uwe.ac.uk
Titre
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Année
Feature extraction and genetic algorithm enhanced adaptive deep neural network for energy consumption prediction in buildings
XJ Luo, LO Oyedele, AO Ajayi, OO Akinade, HA Owolabi, A Ahmed
Renewable and Sustainable Energy Reviews 131, 109980, 2020
1422020
Forecasting building energy consumption: Adaptive long-short term memory neural networks driven by genetic algorithm
XJ Luo, LO Oyedele
Advanced Engineering Informatics 50, 101357, 2021
1302021
Comparative study of machine learning-based multi-objective prediction framework for multiple building energy loads
XJ Luo, LO Oyedele, AO Ajayi, OO Akinade
Sustainable Cities and Society 61, 102283, 2020
1152020
Development of an IoT-based big data platform for day-ahead prediction of building heating and cooling demands
XJ Luo, LO Oyedele, AO Ajayi, CG Monyei, OO Akinade, LA Akanbi
Advanced Engineering Informatics 41, 100926, 2019
1042019
Genetic algorithm-determined deep feedforward neural network architecture for predicting electricity consumption in real buildings
XJ Luo, LO Oyedele, AO Ajayi, OO Akinade, JMD Delgado, HA Owolabi, ...
Energy and AI 2, 100015, 2020
662020
Development of clustering-based sensor fault detection and diagnosis strategy for chilled water system
XJ Luo, KF Fong, YJ Sun, MKH Leung
Energy and Buildings 186, 17-36, 2019
662019
Development of integrated demand and supply side management strategy of multi-energy system for residential building application
XJ Luo, KF Fong
Applied Energy 242, 570-587, 2019
652019
Development of multi-supply-multi-demand control strategy for combined cooling, heating and power system primed with solid oxide fuel cell-gas turbine
XJ Luo, KF Fong
Energy Conversion and Management 154, 538-561, 2017
492017
A novel clustering-enhanced adaptive artificial neural network model for predicting day-ahead building cooling demand
XJ Luo
Journal of Building Engineering 32, 101504, 2020
442020
Assessment and optimisation of life cycle environment, economy and energy for building retrofitting
XJ Luo, LO Oyedele
Energy for Sustainable Development 65, 77-100, 2021
422021
Retrofitting existing office buildings towards life-cycle net-zero energy and carbon
XJ Luo
Sustainable Cities and Society 83, 103956, 2022
402022
Life cycle assessment approach for renewable multi-energy system: A comprehensive analysis
XJ Luo, LO Oyedele, HA Owolabi, M Bilal, AO Ajayi, OO Akinade
Energy Conversion and Management 224, 113354, 2020
382020
Development of 2D dynamic model for hydrogen-fed and methane-fed solid oxide fuel cells
XJ Luo, KF Fong
Journal of Power Sources 328, 91-104, 2016
352016
Two-stage capacity optimization approach of multi-energy system considering its optimal operation
XJ Luo, LO Oyedele, OO Akinade, AO Ajayi
Energy and AI 1, 100005, 2020
332020
Life cycle optimisation of building retrofitting considering climate change effects
XJ Luo, LO Oyedele
Energy and Buildings 258, 111830, 2022
322022
A data-driven life-cycle optimisation approach for building retrofitting: A comprehensive assessment on economy, energy and environment
XJ Luo, LO Oyedele
Journal of Building Engineering 43, 102934, 2021
272021
Design optimisation and performance appraisal of a combined cooling, heating and power system primed with Maisotsenko combustion turbine cycle
G Zhu, TT Chow, KF Fong, CK Lee, XJ Luo
Energy Conversion and Management 177, 91-106, 2018
272018
Investigation on part-load performances of combined cooling and power system primed by solid oxide fuel cell with different bottoming cycles
XJ Luo, KF Fong
Journal of Power Sources 429, 127-148, 2019
262019
A self-adaptive deep learning model for building electricity load prediction with moving horizon
X Luo, LO Oyedele
Machine Learning with Applications 7, 100257, 2022
242022
Novel pattern recognition-enhanced sensor fault detection and diagnosis for chiller plant
XJ Luo, KF Fong
Energy and Buildings 228, 110443, 2020
222020
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