Related references
Note: Only part of the references are listed.Unsupervised feature selection using swarm intelligence and consensus clustering for automatic fault detection and diagnosis in Heating Ventilation and Air Conditioning systems
Mitchell Yuwono et al.
APPLIED SOFT COMPUTING (2015)
Performance based analysis between k-Means and Fuzzy C-Means clustering algorithms for connection oriented telecommunication data
T. Velmurugan
APPLIED SOFT COMPUTING (2014)
Bayesian network based FDD strategy for variable air volume terminals
Fu Xiao et al.
AUTOMATION IN CONSTRUCTION (2014)
Application of pattern matching method for detecting faults in air handling unit system
Shun Li et al.
AUTOMATION IN CONSTRUCTION (2014)
Coupling a neural network temperature predictor and a fuzzy logic controller to perform thermal comfort regulation in an office building
Antonino Marvuglia et al.
BUILDING AND ENVIRONMENT (2014)
Fault detection and diagnosis for buildings and HVAC systems using combined neural networks and subtractive clustering analysis
Zhimin Du et al.
BUILDING AND ENVIRONMENT (2014)
Using multiobjective optimizations to discover dynamic building ventilation strategies that can improve indoor air quality and reduce energy use
Adams Rackes et al.
ENERGY AND BUILDINGS (2014)
Optimization of the HVAC system design to minimize primary energy demand
Janghoo Seo et al.
ENERGY AND BUILDINGS (2014)
High throughput computing based distributed genetic algorithm for building energy consumption optimization
Chunfeng Yang et al.
ENERGY AND BUILDINGS (2014)
Utilizing artificial neural network to predict energy consumption and thermal comfort level: An indoor swimming pool case study
Bans Yuce et al.
ENERGY AND BUILDINGS (2014)
Sensor fault detection and its efficiency analysis in air handling unit using the combined neural networks
Zhimin Du et al.
ENERGY AND BUILDINGS (2014)
A review on optimized control systems for building energy and comfort management of smart sustainable buildings
Pervez Hameed Shaikh et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2014)
Multi-objective optimization of cellular fenestration by an evolutionary algorithm
Jonathan A. Wright et al.
JOURNAL OF BUILDING PERFORMANCE SIMULATION (2014)
Building operation and energy performance: Monitoring, analysis and optimisation toolkit
Andrea Costa et al.
APPLIED ENERGY (2013)
Development of an artificial neural network model based thermal control logic for double skin envelopes in winter
Jin Woo Moon et al.
BUILDING AND ENVIRONMENT (2013)
An intelligent chiller fault detection and diagnosis methodology using Bayesian belief network
Yang Zhao et al.
ENERGY AND BUILDINGS (2013)
Intelligent multi-agent system for building heat distribution control with combined gas boilers and ground source heat pump
Maizura Mokhtar et al.
ENERGY AND BUILDINGS (2013)
Development of multi-agent system for building energy and comfort management based on occupant behaviors
Rui Yang et al.
ENERGY AND BUILDINGS (2013)
Literature review regarding Ant Colony Optimization applied to scheduling problems: Guidelines for implementation and directions for future research
R. F. Tavares Neto et al.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2013)
Robust nonlinear HVAC systems control with evolutionary optimisation
John Counsell et al.
ENGINEERING COMPUTATIONS (2013)
An Energy Management System for Building Structures Using a Multi-Agent Decision-Making Control Methodology
Peng Zhao et al.
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS (2013)
A review of computational optimisation methods applied to sustainable building design
Ralph Evins
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2013)
Honey Bees Inspired Optimization Method: The Bees Algorithm
Baris Yuce et al.
Insects (2013)
Multi-agent control system with information fusion based comfort model for smart buildings
Zhu Wang et al.
APPLIED ENERGY (2012)
Application of machine learning in the fault diagnostics of air handling units
Massieh Najafi et al.
APPLIED ENERGY (2012)
Coordinating occupant behavior for building energy and comfort management using multi-agent systems
Laura Klein et al.
AUTOMATION IN CONSTRUCTION (2012)
Gradient auto-tuned Takagi-Sugeno Fuzzy Forward control of a HVAC system using predicted mean vote index
Raad Z. Homod et al.
ENERGY AND BUILDINGS (2012)
Use of genetic algorithms and evolutionary strategies to develop an adaptive fuzzy logic controller for a cooling coil - Comparison of the AFLC with a standard PID controller
Rahul L. Navale et al.
ENERGY AND BUILDINGS (2012)
A simulation-optimization approach for energy efficiency of chilled water system
Kuei-Peng Lee et al.
ENERGY AND BUILDINGS (2012)
Recognition of the importance of using artificial neural networks and genetic algorithms to optimize chiller operation
Velimir Congradac et al.
ENERGY AND BUILDINGS (2012)
Chiller sensor fault detection using a self-Adaptive Principal Component Analysis method
Yunpeng Hu et al.
ENERGY AND BUILDINGS (2012)
Thermal design of air-conditioned building for tropical climate using admittance method and genetic algorithm
M. Sahu et al.
ENERGY AND BUILDINGS (2012)
Neural networks based predictive control for thermal comfort and energy savings in public buildings
P. M. Ferreira et al.
ENERGY AND BUILDINGS (2012)
Intelligent fault inference for rotating flexible rotors using Bayesian belief network
Bin Gang Xu
EXPERT SYSTEMS WITH APPLICATIONS (2012)
Multi-objective optimization for decision-making of energy and comfort management in building automation and control
Rui Yang et al.
SUSTAINABLE CITIES AND SOCIETY (2012)
Phi-array: A novel method for fitness visualization and decision making in evolutionary design optimization
Monjur Mourshed et al.
ADVANCED ENGINEERING INFORMATICS (2011)
Supervisory and optimal control of central chiller plants using simplified adaptive models and genetic algorithm
Zhenjun Ma et al.
APPLIED ENERGY (2011)
Comparative study of artificial intelligence-based building thermal control methods - Application of fuzzy, adaptive neuro-fuzzy inference system, and artificial neural network
Jin Woo Moon et al.
APPLIED THERMAL ENGINEERING (2011)
Experimental study on a duty ratio fuzzy control method for fan-coil units
Zhao Tianyi et al.
BUILDING AND ENVIRONMENT (2011)
Optimization of an HVAC system with a strength multi-objective particle-swarm algorithm
Andrew Kusiak et al.
ENERGY (2011)
Optimization of envelope and HVAC systems selection for residential buildings
Youssef Bichiou et al.
ENERGY AND BUILDINGS (2011)
Genetic algorithm-based fuzzy-PID control methodologies for enhancement of energy efficiency of a dynamic energy system
G. Jahedi et al.
ENERGY CONVERSION AND MANAGEMENT (2011)
Optimization methods applied to renewable and sustainable energy: A review
R. Banos et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2011)
Neuro-optimal operation of a variable air volume HVAC&R system
Min Ning et al.
APPLIED THERMAL ENGINEERING (2010)
Comparing different control strategies for indoor thermal comfort aimed at the evaluation of the energy cost of quality of building
Francesco Calvino et al.
APPLIED THERMAL ENGINEERING (2010)
Conflict resolution in multi-agent based Intelligent Environments
Jaewook Lee
BUILDING AND ENVIRONMENT (2010)
A hybrid FDD strategy for local system of AHU based on artificial neural network and wavelet analysis
Bo Fan et al.
BUILDING AND ENVIRONMENT (2010)
Energy conservative building air conditioning system controlled and optimized using fuzzy-genetic algorithm
R. Parameshwaran et al.
ENERGY AND BUILDINGS (2010)
A system-level fault detection and diagnosis strategy for HVAC systems involving sensor faults
Shengwei Wang et al.
ENERGY AND BUILDINGS (2010)
Fuzzy adaptive control for the actuators position control and modeling of an expert system
Servet Soyguder et al.
EXPERT SYSTEMS WITH APPLICATIONS (2010)
Optimization for ice-storage air-conditioning system using particle swarm algorithm
Wen-Shing Lee et al.
APPLIED ENERGY (2009)
Fault diagnosis for temperature, flow rate and pressure sensors in VAV systems using wavelet neural network
Zhimin Du et al.
APPLIED ENERGY (2009)
System optimization for HVAC energy management using the robust evolutionary algorithm
K. F. Fong et al.
APPLIED THERMAL ENGINEERING (2009)
Optimization of ventilation system design and operation in office environment, Part I: Methodology
Liang Zhou et al.
BUILDING AND ENVIRONMENT (2009)
Optimal design method for building energy systems using genetic algorithms
Ryozo Ooka et al.
BUILDING AND ENVIRONMENT (2009)
Optimal control strategy for a multi-zone air conditioning system using a genetic algorithm
M. Mossolly et al.
ENERGY (2009)
Advanced control systems engineering for energy and comfort management in a building environment-A review
A. I. Dounis et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2009)
A review on buildings energy consumption information
Luis Perez-Lombard et al.
ENERGY AND BUILDINGS (2008)
Multi-agent systems for power engineering applications - Part I: concepts, approaches, and technical challenges
Stephen D. J. McArthur et al.
IEEE TRANSACTIONS ON POWER SYSTEMS (2007)
Multi-agent systems for power engineering applications - Part II: Technologies, standards, and tools for building multi-agent systems
Stephen D. J. McArthur et al.
IEEE TRANSACTIONS ON POWER SYSTEMS (2007)
Fault detection and diagnosis based on improved PCA with JAA method in VAV systems
Zhimin Du et al.
BUILDING AND ENVIRONMENT (2007)
Fuzzy logic based energy saving technique for a central air conditioning system
S. Shahnawaz Ahmed et al.
ENERGY (2007)
Active control of high rise building structures using fuzzy logic and genetic algorithms
S. Pourzeynali et al.
ENGINEERING STRUCTURES (2007)
Fuzzy-genetic algorithm for automatic fault detection in HVAC systems
C. H. Lo et al.
APPLIED SOFT COMPUTING (2007)
PCA-FDA-based fault diagnosis for sensors in VAV systems
Zhimin Du et al.
HVAC&R RESEARCH (2007)
Energy aspects of HVAC system configurations - Problem definition and test cases
Yi Zhang et al.
HVAC&R RESEARCH (2006)
Flow meter fault isolation in building central chilling systems using wavelet analysis
YM Chen et al.
ENERGY CONVERSION AND MANAGEMENT (2006)
HVAC system optimization for energy management by evolutionary programming
KF Fong et al.
ENERGY AND BUILDINGS (2006)
On-line building energy prediction using adaptive artificial neural networks
J Yang et al.
ENERGY AND BUILDINGS (2005)
Sensor-fault detection, diagnosis and estimation for centrifugal chiller systems using principal-component analysis method
SW Wang et al.
APPLIED ENERGY (2005)
Transient pattern analysis for fault detection and diagnosis of HVAC systems
SH Cho et al.
ENERGY CONVERSION AND MANAGEMENT (2005)
Sensor fault detection and validation of VAV terminals in air conditioning systems
SW Wang et al.
ENERGY CONVERSION AND MANAGEMENT (2005)
Optimization of HVAC control system strategy using two-objective genetic algorithm
N Nassif et al.
HVAC&R RESEARCH (2005)
Thermal comfort control on multi-room fan coil unit system using LEE-based fuzzy logic
CM Chu et al.
ENERGY CONVERSION AND MANAGEMENT (2005)
Survey of clustering algorithms
R Xu et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS (2005)
Methods for fault detection, diagnostics, and prognostics for building systems - A review, part II
S Katipamula et al.
HVAC&R RESEARCH (2005)
Control and learning of ambience by an intelligent building
U Rutishauser et al.
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS (2005)
A fuzzy embedded agent-based approach for realizing ambient intelligence in intelligent inhabited environments
F Doctor et al.
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS (2005)
HVAC system optimization - in-building section
L Lu et al.
ENERGY AND BUILDINGS (2005)
Implementation of an integrated indoor environment and energy management system
D Kolokotsa et al.
ENERGY AND BUILDINGS (2005)
A neural network controller for hydronic heating systems of solar buildings
AA Argiriou et al.
NEURAL NETWORKS (2004)
AHU sensor fault diagnosis using principal component analysis method
SW Wang et al.
ENERGY AND BUILDINGS (2004)
Subsystem level fault diagnosis of a building's air-handling unit using general regression neural networks
WY Lee et al.
APPLIED ENERGY (2004)
Detection and diagnosis of AHU sensor faults using principal component analysis method
SW Wang et al.
ENERGY CONVERSION AND MANAGEMENT (2004)
A comprehensive review for industrial applicability of artificial neural networks
MRG Meireles et al.
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS (2003)
A review of process fault detection and diagnosis Part III: Process history based methods
V Venkatasubramanian et al.
COMPUTERS & CHEMICAL ENGINEERING (2003)
Robust neural network controller for variable airflow volume system
Q Song et al.
IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS (2003)
Fuzzy control of HVAC systems optimized by genetic algorithms
R Alcalá et al.
APPLIED INTELLIGENCE (2003)
Optimization of building thermal design and control by multi-criterion genetic algorithm
JA Wright et al.
ENERGY AND BUILDINGS (2002)
Fault-tolerant control for outdoor ventilation air flow rate in buildings based on neural network
SW Wang et al.
BUILDING AND ENVIRONMENT (2002)
Global optimization of absorption chiller system by genetic algorithm and neural network
TT Chow et al.
ENERGY AND BUILDINGS (2002)
Fuzzy model and control of a fan-coil
C Ghiaus
ENERGY AND BUILDINGS (2001)
EnergyPlus: creating a new-generation building energy simulation program
DB Crawley et al.
ENERGY AND BUILDINGS (2001)
Development of a neural network heating controller for solar buildings
AA Argiriou et al.
NEURAL NETWORKS (2000)
Model-based optimal control of VAV air-conditioning system using genetic algorithm
SW Wang et al.
BUILDING AND ENVIRONMENT (2000)