Building energy model reduction using model-cluster-reduce pipeline

Building energy modeling: A systematic approach to zoning and model reduction using Koopman Mode Analysis

(2015) Michael Georgescu et al.   ENERGY AND BUILDINGS

A multi-aid optimization scheme for large-scale investigation of cost-optimality and energy performance of buildings

(2015) Mohamed Hamdy et al.   Journal of Building Performance Simulation

Application of pattern matching method for detecting faults in air handling unit system

(2014) Shun Li et al.   AUTOMATION IN CONSTRUCTION

Shortest-prediction-horizon model-based predictive control for individual offices

(2014) H. Burak Gunay et al.   BUILDING AND ENVIRONMENT

Sensor fault detection and its efficiency analysis in air handling unit using the combined neural networks

(2014) Zhimin Du et al.   ENERGY AND BUILDINGS

Limits on fundamental limits to computation

(2014) Igor L. Markov   NATURE

A general approach for generating reduced-order models for large multi-zone buildings

(2014) Donghun Kim et al.   Journal of Building Performance Simulation

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

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

Theory and applications of HVAC control systems – A review of model predictive control (MPC)

(2013) Abdul Afram et al.   BUILDING AND ENVIRONMENT

Diagnostic tools of energy performance for supermarkets using Artificial Neural Network algorithms

(2013) Georgios Mavromatidis et al.   ENERGY AND BUILDINGS

BIM interface for full vs. semi-automated building energy simulation

(2013) Ki-Uhn Ahn et al.   ENERGY AND BUILDINGS

Algorithms for optimization of building design: A review

(2013) Vasileios Machairas et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Building modeling as a crucial part for building predictive control

(2012) Samuel Prívara et al.   ENERGY AND BUILDINGS

A data-based framework for fault detection and diagnostics of non-linear systems with partial state measurement

(2012) Niranjan Subrahmanya et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Optimised design of energy efficient building façades via Evolutionary Neural Networks

(2011) Giovanni Zemella et al.   ENERGY AND BUILDINGS

A methodology for meta-model based optimization in building energy models

(2011) Bryan Eisenhower et al.   ENERGY AND BUILDINGS

Application Areas and Data Requirements for BIM-Enabled Facilities Management

(2011) Burcin Becerik-Gerber et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Fast computer graphics techniques for calculating direct solar radiation on complex building surfaces

(2011) Nathaniel L. Jones et al.   Journal of Building Performance Simulation