Particle Swarm Optimization for NARX-ANN Baseline Energy Modelling in Educational Buildings

QR رمز

Particle Swarm Optimization for NARX-ANN Baseline Energy Modelling in Educational Buildings

Multiple Linear Regression (MLR) model and Non-Linear Auto-Regressive with Exogenous Input encompass Artificial Neural Network (NARX-ANN) have been widely used for energy consumption prediction. The main purpose of the prediction is to estimate potential energy saving in the building from various en...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	2019 IEEE International Conference on Automatic Control and Intelligent Systems, I2CACIS 2019 - Proceedings
المؤلف الرئيسي:	Mustapa R.F.; Dahlan N.Y.; Yassin I.M.; Hamizah Mohd Nordin A.; Mahadan M.E.; Mohamad S.
التنسيق:	Conference paper
اللغة:	English
منشور في:	Institute of Electrical and Electronics Engineers Inc. 2019
الوصول للمادة أونلاين:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072911285&doi=10.1109%2fI2CACIS.2019.8825097&partnerID=40&md5=39e535195d914097c804da092f46ce59

مواد مشابهة

Educational Building's Energy Consumption Independent Variables Analysis using Linear Regression Model: A Comparative Study
بواسطة: Mustapa R.F.; Hamizah Mohd Nordin A.; Hairuddin M.A.; Suhaifiza W Ibrahim W.; Mohd Saleh S.A.; Dahlan N.Y.; Yassin I.M.
منشور في: (2023)

Opposition based Particle Swarm Optimization with student T mutation (OSTPSO)
بواسطة: 2-s2.0-84869433380
منشور في: (2012)

Dynamic economic dispatch assessment using particle swarm optimization technique
بواسطة: Othman M.M.; Salim M.A.I.; Musirin I.; Salim N.A.; Othman M.L.
منشور في: (2018)

Enhanced Load Forecasting Using CNN-BiLSTM Models in University Buildings with Solar PV
بواسطة: Ahmad M.Z.; Dahlan N.Y.; Yasin Z.M.
منشور في: (2024)

Topology Approach for Crude Oil Price Forecasting of Particle Swarm Optimization and Long Short-Term Memory
بواسطة: Yusoff M.; Ehsan D.; Sharif M.Y.; Sallehud-din M.T.M.
منشور في: (2024)

Vibration control of semi-active suspension system using PID controller with advanced firefly algorithm and particle swarm optimization
بواسطة: 2-s2.0-85086743310
منشور في: (2021)

Comparison of the efficacy of particle swarm optimization and stochastic gradient descent algorithms on multi-layer perceptron model to estimate longitudinal dispersion coefficients in natural streams
بواسطة: 2-s2.0-85142253156
منشور في: (2022)

Analysis of Thermal Comfort and Energy Consumption for Educational Building
بواسطة: 2-s2.0-85150791672
منشور في: (2022)

A novel microgrid fault detection and classification method using maximal overlap discrete wavelet packet transform and an augmented Lagrangian particle swarm optimization-support vector machine
بواسطة: Ahmadipour M.; Othman M.M.; Bo R.; Salam Z.; Ridha H.M.; Hasan K.
منشور في: (2022)

Predictive Modelling Insights with Interpretable NARX - LIME for Geomagnetic Disturbance-Storm-Time Index
بواسطة: Mazlan, وآخرون
منشور في: (2024)

Flood prediction using NARX neural network and EKF prediction technique: A comparative study
بواسطة: 2-s2.0-84891096883
منشور في: (2013)

Depressive symptoms among adults: Baseline findings of PURE Malaysia cohort study
بواسطة: Mohd Tamil A.; Ismail N.H.; Jaafar M.H.; Md Isa Z.; Ismail R.; Mat Nasir N.; Miskan M.; Zainol Abidin N.; Ab Razak N.H.; Joundi R.; Yusof K.H.
منشور في: (2024)

Enhancing NARX Neural Network for Agarwood Oil Grading: A Study on Resilient Backpropagation Training Method
بواسطة: 2-s2.0-85219574293
منشور في: (2024)

Prevalence and Factors Associated with Prehypertension and Hypertension Among Adults: Baseline Findings of PURE Malaysia Cohort Study
بواسطة: Ismail R.; Ismail N.H.; Md Isa Z.; Mohd Tamil A.; Ja'afar M.H.; Mat Nasir N.; Abdul-Razak S.; Zainol Abidin N.; Ab Razak N.H.; Joseph P.; Yusof K.H.
منشور في: (2023)

Rationale, Design and Baseline Characteristics of Participants in the Cardiovascular Outcomes for People Using Anticoagulation Strategies (COMPASS) Trial
بواسطة: Bosch J.; Eikelboom J.W.; Connolly S.J.; Bruns N.C.; Lanius V.; Yuan F.; Misselwitz F.; Chen E.; Diaz R.; Alings M.; Lonn E.M.; Widimsky P.; Hori M.; Avezum A.; Piegas L.S.; Bhatt D.L.; Branch K.R.H.; Probstfield J.L.; Liang Y.; Liu L.; Zhu J.; Maggioni A.P.; Lopez-Jaramillo P.; O'Donnell M.; Fox K.A.A.; Kakkar A.; Parkhomenko A.N.; Ertl G.; Störk S.; Keltai K.; Keltai M.; Ryden L.; Dagenais G.R.; Pogosova N.; Dans A.L.; Lanas F.; Commerford P.J.; Torp-Pedersen C.; Guzik T.J.; Verhamme P.B.; Vinereanu D.; Kim J.-H.; Ha J.-W.; Tonkin A.M.; Varigos J.D.; Lewis B.S.; Felix C.; Yusoff K.; Steg P.G.; Aboyans V.; Metsarinne K.P.; Anand S.S.; Hart R.G.; Lamy A.; Moayyedi P.; Leong D.P.; Sharma M.; Yusuf S.
منشور في: (2017)

Rationale, Design and Baseline Characteristics of Participants in the Cardiovascular Outcomes for People Using Anticoagulation Strategies (COMPASS) Trial
بواسطة: 2-s2.0-85026258046
منشور في: (2017)

Estimating the incidence of spontaneous breathing effort of mechanically ventilated patients using a non-linear auto regressive (NARX) model
بواسطة: Zainol N.M.; Damanhuri N.S.; Othman N.A.; Chiew Y.S.; Nor M.B.M.; Muhammad Z.; Chase J.G.
منشور في: (2022)

Artificial Neural Network-Salp-Swarm Algorithm for Stock Price Prediction
بواسطة: Mustaffa Z.; Sulaiman M.H.; Aziz A.A.
منشور في: (2024)

Novel Approaches in Primary Cardiovascular Disease Prevention: The HOPE-3 Trial Rationale, Design, and Participants' Baseline Characteristics
بواسطة: Lonn E.; Bosch J.; Pogue J.; Avezum A.; Chazova I.; Dans A.; Diaz R.; Fodor G.J.; Held C.; Jansky P.; Keltai M.; Keltai K.; Kunti K.; Kim J.-H.; Leiter L.; Lewis B.; Liu L.; Lopez-Jaramillo P.; Pais P.; Parkhomenko A.; Peters R.J.G.; Piegas L.S.; Reid C.M.; Sliwa K.; Toff W.D.; Varigos J.; Xavier D.; Yusoff K.; Zhu J.; Dagenais G.; Yusuf S.
منشور في: (2016)

Prospective Urban Rural Epidemiology (PURE) study: Baseline characteristics of the household sample and comparative analyses with national data in 17 countries
بواسطة: 2-s2.0-84885179663
منشور في: (2013)

Determination of Design Solutions to Overcome the Daylighting Design Failure Observed in Existing Educational Building
بواسطة: Abdullah W.N.H.W.; Tharim A.H.A.; Ismail A.; Ahmad A.C.
منشور في: (2022)

Systematic literature review of swarm robotics strategies applied to target search problem with environment constraints
بواسطة: 2-s2.0-85102921294
منشور في: (2021)

Hypothesis testing for fault analysis and the propagation of faulted voltage through transformer connections
بواسطة: Mustapa R.F.; Serwan M.S.; Hamzah N.; Zakaria Z.
منشور في: (2011)

Ni nanoparticles: Study of particles formation and agglomeration
بواسطة: 2-s2.0-84900532446
منشور في: (2012)

A Comprehensive Review of Swarm-Based Meta-Heuristic Algorithms for Optimizing LSTM Networks in Time Series Forecasting
بواسطة: 2-s2.0-85219566544
منشور في: (2024)

Chemical properties of peat micro particles modified asphalt
بواسطة: Ali A.S.B.; Al Allam A.M.; Ali S.I.A.; Isleem H.F.; Babalghaith A.M.; Shaffie E.; Khishe M.
منشور في: (2024)

Critical parameters for particle-based pulmonary delivery of chemotherapeutics
بواسطة: 2-s2.0-85048392934
منشور في: (2018)

Roles of Medicinal Mushrooms as Natural Food Dyes and Dye-Sensitised Solar Cells (DSSC): Synergy of Zero Hunger and Affordable Energy for Sustainable Development
بواسطة: Ahmad N.; Vunduk J.; Klaus A.; Dahlan N.Y.; Ghosh S.; Muhammad-Sukki F.; Dufossé L.; Bani N.A.; Wan-Mohtar W.A.A.Q.I.
منشور في: (2022)

How Fluid Particle Interaction Affects the Flow of Dusty Williamson Fluid
بواسطة: Mohd Kasim A.R.; Arifin N.S.; Mohd Zokri S.; Ariffin N.A.N.; Shafie S.
منشور في: (2023)

Characteristics of ultrafine particle sources and deposition rates in primary school classrooms
بواسطة: 2-s2.0-84900803036
منشور في: (2014)

Building process summary
بواسطة: Torrance V.
منشور في: (1997)

Comparison of Unsaturated Behaviour of Residual Soil in Malaysia and the Effect of Particle Size Distribution
بواسطة: 2-s2.0-85219464023
منشور في: (2025)

Stabilization of foams and emulsions by mixtures of surface active food-grade particles and proteins
بواسطة: 2-s2.0-79851507689
منشور في: (2011)

Design and Application of Agricultural Integrated Management System Based on TLINK
بواسطة: Guo L.; Yassin I.M.; Rizman Z.I.
منشور في: (2024)

erraced house used in tropical zones by particle image velocimetryQuantifying natural cross-ventilation flow of a two-layered model used for terraced houses in tropical zones by particle image velocimetry
بواسطة: 2-s2.0-85171550934
منشور في: (2023)

Deep Learning Method with Application to Neutral-to-ground Voltage (NTGV) Classification
بواسطة: Mahadan M.E.; Abidin A.F.; Yusoh M.A.T.M.; Mustam M.M.; Saleh S.A.M.; Hairuddin M.A.
منشور في: (2024)

Damage avoidance design for buildings
بواسطة: Hamid N.H.; Mander J.B.
منشور في: (2014)

Effects of particle shape and size on nanofluid properties for potential Enhanced Oil Recovery (EOR)
بواسطة: 2-s2.0-84982112151
منشور في: (2016)

Real-Time Monitoring and Development of a Localized OTTV Equation for Building Energy Performance
بواسطة: Vighio, وآخرون
منشور في: (2025)

Deposition of fine iron oxide particles in tap water using electrophoretic deposition (EPD) technique
بواسطة: Mohd Sharif S.; Abu Bakar N.F.; Naim M.
منشور في: (2015)