Multiobjective optimization of building energy consumption based on BIM-DB and LSSVM-NSGA-II

Reinforced concrete structural design optimization: A critical review

(2020) Muhammad Afzal et al.   JOURNAL OF CLEANER PRODUCTION

Seamless indoor pedestrian tracking by fusing INS and UWB measurements via LS-SVM assisted UFIR filter

(2020) Yuan Xu et al.   NEUROCOMPUTING

NSGA-II with ENLU inspired clustering for wireless sensor networks

(2020) Gunjan et al.   WIRELESS NETWORKS

Prediction of energy consumption in hotel buildings via support vector machines

(2020) Minglei Shao et al.   Sustainable Cities and Society

Performance-rating-based approach to formulate a new envelope index for commercial buildings in perspective of energy efficiency and thermal comfort

(2020) Ruey-Lung Hwang et al.   APPLIED ENERGY

Energy savings and daylighting evaluation of dynamic venetian blinds and lighting through full-scale experimental testing

(2020) Niraj Kunwar et al.   ENERGY

Energy efficient solutions for retrofitting a residential multi-storey building with vacuum insulation panels and low-E windows in two European climates

(2020) M. Karmele Urbikain   JOURNAL OF CLEANER PRODUCTION

Drivers analysis and empirical mode decomposition based forecasting of energy consumption structure

(2020) Chenxia Xia et al.   JOURNAL OF CLEANER PRODUCTION

Boosting Genetic Algorithm Performance in Pump Scheduling Problems with a Novel Decision-Variable Representation

(2020) Luigi Cimorelli et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Design optimization of steel-concrete hybrid wind turbine tower based on improved genetic algorithm

(2020) Junling Chen et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Exploring the trade-off in life cycle energy of building retrofit through optimization

(2020) Farshid Shadram et al.   APPLIED ENERGY

Interoperability and data exchange within BIM platform to evaluate building energy performance and indoor comfort

(2020) Duygu Utkucu et al.   AUTOMATION IN CONSTRUCTION

Reference state and exergy based dynamics analysis of energy performance of the “heat source - human - building envelope” system

(2020) Valerii Deshko et al.   ENERGY

Environmental impact of cool roof paint: case-study of house retrofit in two hot islands

(2020) Emmanuel Shittu et al.   ENERGY AND BUILDINGS

How neighborhood form influences building energy use in winter design condition: Case study of Chicago using CFD coupled simulation

(2020) Pengyuan Shen et al.   JOURNAL OF CLEANER PRODUCTION

Relationship between operational energy and life cycle cost performance of high-rise office buildings

(2020) Jie Wang et al.   JOURNAL OF CLEANER PRODUCTION

Multi-objective optimization of guide vanes for axial flow cyclone using CFD, SVM, and NSGA II algorithm

(2020) Yajun Deng et al.   POWDER TECHNOLOGY

Multi-objective optimization design for windows and shading configuration considering energy consumption and thermal comfort: A case study for office building in different climatic regions of China

(2020) Jing Zhao et al.   SOLAR ENERGY

On the localised climate change mitigation potential of building facades

(2020) Emanuele Naboni et al.   ENERGY AND BUILDINGS

Least squares support vector machine (LS-SVM)-based chiller fault diagnosis using fault indicative features

(2019) Hua Han et al.   APPLIED THERMAL ENGINEERING

Building envelope design: Multi-objective optimization to minimize energy consumption, global cost and thermal discomfort. Application to different Italian climatic zones

(2019) Fabrizio Ascione et al.   ENERGY

Speed up grid-search for parameter selection of support vector machines

(2019) Hatem A. Fayed et al.   APPLIED SOFT COMPUTING

Application of NSGA-II Algorithm for fault diagnosis in power system

(2019) Shoupeng Wang et al.   ELECTRIC POWER SYSTEMS RESEARCH

Multi-objective NSGA-II optimization of a compression ignition engine parameters using biodiesel fuel and exhaust gas recirculation

(2019) Farzad Jaliliantabar et al.   ENERGY

Combined electricity-heat-cooling-gas load forecasting model for integrated energy system based on multi-task learning and least square support vector machine

(2019) Zhongfu Tan et al.   JOURNAL OF CLEANER PRODUCTION

A large-scale multiobjective satellite data transmission scheduling algorithm based on SVM+NSGA-II

(2019) Jiawei Zhang et al.   Swarm and Evolutionary Computation

Multi-objective optimization of CFRP drilling parameters with a hybrid method integrating the ANN, NSGA-II and fuzzy C-means

(2019) Qian Wang et al.   COMPOSITE STRUCTURES

Linear and non-linear SVM prediction for fresh properties and compressive strength of high volume fly ash self-compacting concrete

(2019) Mohammad Azimi-Pour et al.   CONSTRUCTION AND BUILDING MATERIALS

A three-stage optimization methodology for envelope design of passive house considering energy demand, thermal comfort and cost

(2019) Ran Wang et al.   ENERGY

Prediction of the ground temperature with ANN, LS-SVM and fuzzy LS-SVM for GSHP application

(2019) Shiyu Zhou et al.   GEOTHERMICS

A comparison of six metamodeling techniques applied to building performance simulations

(2018) Torben Østergård et al.   APPLIED ENERGY

Is a self-sufficient building energy efficient? Lesson learned from a case study in Mediterranean climate

(2018) Tullio de Rubeis et al.   APPLIED ENERGY

On the performance of meta-models in building design optimization

(2018) A. Prada et al.   APPLIED ENERGY

Challenges in the low-carbon adaptation of China’s apartment towers

(2018) C. Alan Short et al.   BUILDING RESEARCH AND INFORMATION

An optimization method for multi-objective and multi-factor designing of a ceramic slurry: Combining orthogonal experimental design with artificial neural networks

(2018) Lina Deng et al.   CERAMICS INTERNATIONAL

Estimates of energy consumption in China using a self-adaptive multi-verse optimizer-based support vector machine with rolling cross-validation

(2018) Xiaoyu Wang et al.   ENERGY

BIM-based approach for optimizing life cycle costs of sustainable buildings

(2018) Mohamed Marzouk et al.   JOURNAL OF CLEANER PRODUCTION

A review of uncertainty analysis in building energy assessment

(2018) Wei Tian et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A multi-objective optimization methodology for window design considering energy consumption, thermal environment and visual performance

(2018) Yingni Zhai et al.   RENEWABLE ENERGY

On the optimization of the support vector machine regression hyperparameters setting for gas sensors array applications

(2018) R. Laref et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

An Improved Optimization Function for Maximizing User Comfort with Minimum Energy Consumption in Smart Homes

(2017) Israr Ullah et al.   Energies

Genetic algorithm for optimization of energy systems: Solution uniqueness, accuracy, Pareto convergence and dimension reduction

(2017) A. Ganjehkaviri et al.   ENERGY

Operating optimization for improved energy consumption of a TAC system affected by nighttime thermal loads of building envelopes

(2017) Ning Mao et al.   ENERGY

Thermal performance and service life of vacuum insulation panels with aerogel composite cores

(2017) Yuying Liang et al.   ENERGY AND BUILDINGS

Generalized design principle and method for a non-balanced thermal insulation system in building envelope

(2017) Jingchao Xie et al.   Advances in Mechanical Engineering

Design optimization of office building envelope configurations for energy conservation

(2016) Yu-Hao Lin et al.   APPLIED ENERGY

Multilevel governance for building energy conservation in rural China

(2016) Kaixun Sha et al.   BUILDING RESEARCH AND INFORMATION

A hybrid model approach for forecasting future residential electricity consumption

(2016) Bing Dong et al.   ENERGY AND BUILDINGS

Multi-criteria analysis for PV integrated in shading devices for Mediterranean region

(2016) A. Stamatakis et al.   ENERGY AND BUILDINGS

A review on building energy efficient design optimization rom the perspective of architects

(2016) Xing Shi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Why is the reliability of building simulation limited as a tool for evaluating energy conservation measures?

(2015) Nan Li et al.   APPLIED ENERGY

Prediction of building energy consumption using an improved real coded genetic algorithm based least squares support vector machine approach

(2015) Hyun Chul Jung et al.   ENERGY AND BUILDINGS

Forecasting energy consumption of multi-family residential buildings using support vector regression: Investigating the impact of temporal and spatial monitoring granularity on performance accuracy

(2014) Rishee K. Jain et al.   APPLIED ENERGY

A review on applications of ANN and SVM for building electrical energy consumption forecasting

(2014) A.S. Ahmad et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review on simulation-based optimization methods applied to building performance analysis

(2013) Anh-Tuan Nguyen et al.   APPLIED ENERGY

A review on the prediction of building energy consumption

(2012) Hai-xiang Zhao et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Online adaptive least squares support vector machine and its application in utility boiler combustion optimization systems

(2011) Yanping Gu et al.   JOURNAL OF PROCESS CONTROL

Multiobjective optimization of building design using TRNSYS simulations, genetic algorithm, and Artificial Neural Network

(2009) Laurent Magnier et al.   BUILDING AND ENVIRONMENT

Anticipatory guidance and a prescription for analgesic otic drops can reduce emergency department use

(2008) Stephen Berman   JOURNAL OF PEDIATRICS