An Improved Particle Swarm Optimization and Adaptive Neuro-Fuzzy Inference System for Predicting the Energy Consumption of University Residence

An Improved Particle Swarm Optimization and Adaptive Neuro-Fuzzy Inference System for Predicting the Energy Consumption of University Residence

Future energy planning relies on understanding how much energy is produced and consumed. In response, this study developed a multihybrid adaptive neuro-fuzzy inference system (ANFIS) for students’ residences, using the University of Johannesburg residence, South Africa as a case study. The model inp...

Full description

Bibliographic Details
Main Authors:	Stephen Oladipo, Yanxia Sun, Oluwatobi Adeleke
Format:	Article
Language:	English
Published:	Hindawi-Wiley 2023-01-01
Series:	International Transactions on Electrical Energy Systems
Online Access:	http://dx.doi.org/10.1155/2023/8508800

Similar Items

Enhanced adaptive neuro-fuzzy inference system using genetic algorithm: a case study in predicting electricity consumption
by: Stephen Oladipo, et al.
Published: (2023-06-01)

Performance Evaluation of the Impact of Clustering Methods and Parameters on Adaptive Neuro-Fuzzy Inference System Models for Electricity Consumption Prediction during COVID-19
by: Stephen Oladipo, et al.
Published: (2022-10-01)

Adaptive neuro‐fuzzy inference system and particle swarm optimization: A modern paradigm for securing VANETs
by: V Thiruppathy Kesavan, et al.
Published: (2023-12-01)

Optimization and Prediction of TIG-MIG hybrid Joint Strength using Adaptive Neuro-Fuzzy Inference System (ANFIS) Model
by: Abima Cynthia Samuel, et al.
Published: (2023-01-01)

Inflation rate modeling: Adaptive neuro-fuzzy inference system approach and particle swarm optimization algorithm (ANFIS-PSO)
by: Fateme Nazari Robati, et al.
Published: (2020-01-01)

Adaptive neuro-fuzzy inference system-based prediction model for Malaysia’s overall energy consumption.
by: Syamsul Bahri, Nurlaila, et al.
Published: (2023)

Comperative study of adaptive neuro-fuzzy inference system and neural network with particle swarm optimization implementation in intrusion detection system /
by: Lum, Wen Jian, 1990-, author, et al.
Published: (2013)

Electricity consumption forecasting using Adaptive Neuro-Fuzzy Inference System (ANFIS)
by: K.G., Tay, et al.
Published: (2019)

Prediction of Biogas Yield from Codigestion of Lignocellulosic Biomass Using Adaptive Neuro-Fuzzy Inference System (ANFIS) Model
by: Moses Oluwatobi Fajobi, et al.
Published: (2023-01-01)

Improving in interpretability and accuracy in adaptive neuro-fuzzy system using particle swarm optimization /
by: Dian Palupi Rini, 1978-, author, et al.
Published: (2017)

Improving interpretability and accuracy in adaptive neuro-fuzzy system using particle swarm optimization /
by: Dian Palupi Rini, 1978-, author, et al.
Published: (2017)

Improving interpretability and accuracy in adaptive neuro-fuzzy system using particle swarm optimization /
by: Dian Palupi Rini, 1978-, author
Published: (2017)

Comperative study of adaptive neuro-fuzzy inference system and neural network with particle swarm optimization implementation in intrusion detection system [electronic resource] /
by: Lum, Wen Jian, 1990-, author
Published: (2013)

ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM FOR END MILLING
by: ANGELOS P. MARKOPOULOS, et al.
Published: (2016-09-01)

An Adaptive Neuro Fuzzy Inference System for Diagnosing Periodontitis
by: Veronica I. Osubor, et al.
Published: (2019-02-01)

Parametric Investigation of Particle Swarm Optimization to Improve the Performance of the Adaptive Neuro-Fuzzy Inference System in Determining the Buckling Capacity of Circular Opening Steel Beams
by: Quang Hung Nguyen, et al.
Published: (2020-05-01)

Comparison of Power Output Forecasting on the Photovoltaic System Using Adaptive Neuro-Fuzzy Inference Systems and Particle Swarm Optimization-Artificial Neural Network Model
by: Promphak Dawan, et al.
Published: (2020-01-01)

Adaptive Network Fuzzy Inference System and Particle Swarm Optimization of Biohydrogen Production Process
by: Tareq Salameh, et al.
Published: (2022-09-01)

Energy consumption, economic growth, and CO2 emissions in G20 countries: Application of adaptive neuro-fuzzy inference system
by: Mardani, Abbas
Published: (2018)

Energy Consumption, Economic Growth, and CO2 Emissions in G20 Countries: Application of Adaptive Neuro-Fuzzy Inference System
by: Abbas Mardani, et al.
Published: (2018-10-01)

Robot Calibration Method Based on Extended Kalman Filter–Dual Quantum Behaved Particle Swarm Optimization and Adaptive Neuro-Fuzzy Inference System
by: Hung Quang Cao, et al.
Published: (2021-01-01)

A framework of modified adaptive neuro-fuzzy inference engine
by: Hossen, Md. Jakir
Published: (2012)

Illuminant Estimation Using Adaptive Neuro-Fuzzy Inference System
by: Yunhui Luo, et al.
Published: (2021-10-01)

The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Safety Factor of Cohesive Slopes
by: Hossein Moayedi, et al.
Published: (2019-09-01)

A FCM-clustered neuro-fuzzy model for estimating the methane fraction of biogas in an industrial-scale bio-digester
by: Oluwatobi Adeleke, et al.
Published: (2022-11-01)

Forecasting of Day-Ahead Natural Gas Consumption Demand in Greece Using Adaptive Neuro-Fuzzy Inference System
by: Konstantinos Papageorgiou, et al.
Published: (2020-05-01)

Electricity consumption forecast for Tarkwa using autoregressive integrated moving average and adaptive neuro fuzzy inference system
by: Ofosu Robert Agyare, et al.
Published: (2021-01-01)

Oil Consumption Forecasting Using Optimized Adaptive Neuro-Fuzzy Inference System Based on Sine Cosine Algorithm
by: Mohammed A. A. Al-qaness, et al.
Published: (2018-01-01)

Relative wave energy-based adaptive neuro-fuzzy inference system for estimation of the depth of anaesthesia
by: V.K. Benzy, E.A. Jasmin, Rachel Cherian Koshy, Frank Amal, K.P. Indiradevi
Published: (2018-02-01)

Modeling the concentration of suspended particles by fuzzy inference system (FIS) and adaptive neuro-fuzzy inference system (ANFIS) techniques: A case study in the metro stations
by: Zahra Sadat Mousavi Fard, et al.
Published: (2023-08-01)

Rainfall-runoff modelling using adaptive neuro-fuzzy inference system
by: Nurul Najihah, Che Razali, et al.
Published: (2020)

Adaptive neuro-fuzzy inference system model with application in wastewater systems /
by: Amjed Hassoon Saleh, 1975- author, et al.
Published: (2014)

Adaptive Neuro-Fuzzy Inference System for diagnosis risk in dengue patients
by: Faisal, T., et al.
Published: (2012)

Reference evapotranspiration estimation using adaptive neuro-fuzzy inference system
by: Karimaldini, Fatemeh
Published: (2011)

Reasoning of the student’s performance based on adaptive neuro-fuzzy inference system
by: Yeap, Chun Nyen
Published: (2009)

Reasoning of the student's performance based on adaptive neuro-fuzzy inference system /
by: Yeap, Chun Nyen, 1985-, et al.
Published: (2009)

Adaptive neuro-fuzzy inference system model with application in wastewater systems
by: Saleh, Amjed Hassoon
Published: (2014)

Rainfall Forecasting in Banyuwangi Using Adaptive Neuro Fuzzy Inference System
by: Gusti Ahmad Fanshuri Alfarisy, et al.
Published: (2017-02-01)

Battery Temperature Prediction Using an Adaptive Neuro-Fuzzy Inference System
by: Hanwen Zhang, et al.
Published: (2024-03-01)

Computer State Evaluation Using Adaptive Neuro-Fuzzy Inference Systems
by: Abror Buriboev, et al.
Published: (2022-12-01)