Inference of building occupancy signals using moving horizon estimation and Fourier regularization

[1]  T. Brubaker,et al.  Nonlinear Parameter Estimation , 1979 .

[2]  J. Ramsay,et al.  Monotonic transformations to additivity using splines , 1980 .

[3]  Shengwei Wang,et al.  Dynamic simulation of building VAV air-conditioning system and evaluation of EMCS on-line control strategies , 1999 .

[4]  Shengwei Wang,et al.  Experimental Validation of CO2-Based Occupancy Detection for Demand-Controlled Ventilation , 1999 .

[5]  B. Silverman,et al.  Functional Data Analysis , 1997 .

[6]  M. Morari,et al.  Moving horizon estimation for hybrid systems , 2002, Proceedings of the 2000 American Control Conference. ACC (IEEE Cat. No.00CH36334).

[7]  David Q. Mayne,et al.  Constrained state estimation for nonlinear discrete-time systems: stability and moving horizon approximations , 2003, IEEE Trans. Autom. Control..

[8]  Albert Tarantola,et al.  Inverse problem theory - and methods for model parameter estimation , 2004 .

[9]  Stanley A. Mumma,et al.  Transient Occupancy Ventilation By Monitoring CO 2 , 2004 .

[10]  James B. Rawlings,et al.  Critical Evaluation of Extended Kalman Filtering and Moving-Horizon Estimation , 2005 .

[11]  James B. Rawlings,et al.  A new autocovariance least-squares method for estimating noise covariances , 2006, Autom..

[12]  Lorenz T. Biegler,et al.  On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming , 2006, Math. Program..

[13]  P. James McLellan,et al.  Parameter estimation in continuous-time dynamic models using principal differential analysis , 2006, Comput. Chem. Eng..

[14]  L. Biegler,et al.  Large-Scale Parameter Estimation in Low-Density Polyethylene Tubular Reactors , 2006 .

[15]  Moritz Diehl,et al.  A Moving Horizon State Estimation algorithm applied to the Tennessee Eastman Benchmark Process , 2006, 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems.

[16]  David L Donoho,et al.  Compressed sensing , 2006, IEEE Transactions on Information Theory.

[17]  J.D. Hedengren,et al.  Moving Horizon Estimation and Control for an Industrial Gas Phase Polymerization Reactor , 2007, 2007 American Control Conference.

[18]  P. Smyth,et al.  Modeling Count Data from Multiple Sensors: A Building Occupancy Model , 2007, 2007 2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing.

[19]  K. Pavlou,et al.  Experimental investigation of the air flow and indoor carbon dioxide concentration in classrooms with intermittent natural ventilation , 2008 .

[20]  Derek Clements-Croome,et al.  Ventilation rates in schools , 2008 .

[21]  Giorgio Battistelli,et al.  Moving-horizon state estimation for nonlinear discrete-time systems: New stability results and approximation schemes , 2008, Autom..

[22]  Victor M. Zavala,et al.  Optimization-based strategies for the operation of low-density polyethylene tubular reactors: Moving horizon estimation , 2009, Comput. Chem. Eng..

[23]  James B. Rawlings,et al.  Estimation of the disturbance structure from data using semidefinite programming and optimal weighting , 2009, Autom..

[24]  Sean P. Meyn,et al.  A Sensor-Utility-Network Method for Estimation of Occupancy Distribution in Buildings , 2009 .

[25]  Qing-Shan Jia,et al.  Estimation of occupancy level in indoor environment based on heterogeneous information fusion , 2010, 49th IEEE Conference on Decision and Control (CDC).

[26]  Victor M. Zavala,et al.  Stability analysis of an approximate scheme for moving horizon estimation , 2010, Comput. Chem. Eng..

[27]  Thomas F. Edgar,et al.  Constrained Nonlinear Estimation for Industrial Process Fouling , 2010 .

[28]  Andrzej Banaszuk,et al.  Model-based Real-Time Estimation of Building Occupancy During Emergency Egress , 2010 .

[29]  Tao Lu,et al.  A novel and dynamic demand-controlled ventilation strategy for CO2 control and energy saving in buildings , 2011 .

[30]  Frauke Oldewurtel,et al.  Experimental analysis of model predictive control for an energy efficient building heating system , 2011 .

[31]  Fernando V. Lima,et al.  Nonlinear stochastic modeling to improve state estimation in process monitoring and control , 2011 .

[32]  Derek A T Cummings,et al.  A nonlinear programming approach for estimation of transmission parameters in childhood infectious disease using a continuous time model , 2012, Journal of The Royal Society Interface.

[33]  Victor M. Zavala,et al.  Gaussian process modeling for measurement and verification of building energy savings , 2012 .

[34]  H. Nishi,et al.  Estimation of the number of people under controlled ventilation using a CO2 concentration sensor , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[35]  Fernando V. Lima,et al.  Covariance and State Estimation of Weakly Observable Systems: Application to Polymerization Processes , 2013, IEEE Transactions on Control Systems Technology.