A tutorial on particle filters for on-line non-linear/non-gaussian bayesian tracking, IEEE Transactions on Signal Processing, issue.50, pp.241-254, 2002. ,
Hydraulic process of an Oilfield Drilling System: On-line monitoring, 28th IASTED International Conference, Modeling, Identification and Control, 2009. ,
Vibration analysis and Fault detection: Application to a Drilling Process, 16th ASME International Congress on Sound and Vibration, 2009. ,
Stochastic adaptive learning rate in an identification method: An approach for on-line drilling processes monitoring, 2009 American Control Conference, 2009. ,
DOI : 10.1109/ACC.2009.5159945
Adaptive filter based on Lyapunov Stability Theory: Application to on-line bit-rock interaction surveillance, IFAC International Conference Intelligent Control System and Signal Processing, 2009. ,
Faults Detection by Marginalized Particle Filters: Application to a Drilling Process, 7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, 2009. ,
DOI : 10.3182/20090630-4-ES-2003.00057
On-line drilling processes monitoring by Marginalized Particle Filters, IEEE Aerospace Conference, 2009. ,
Particle filters for linear regression and fault diagnosis: An Approach for on-line oilfield drilling processes monitoring, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference, 2009. ,
DOI : 10.1109/CDC.2009.5400742
Probability and Measure, 1995. ,
Diagnosis and Fault ? Tolerant Control, 2006. ,
Applied drilling engineering, SPE Text Book series, 1991. ,
Effects of Selected Mud Properties on Rate of Penetration in Full-Scale Shale Drilling Simulations, SPE/IADC Drilling Conference, 1985. ,
DOI : 10.2118/13465-MS
Bit balling in water-reactive shale during full-scang rate test, SPE/IADC Drilling Conference, 1990. ,
Robust Model-Based Fault diagnosis for Dynamic Systems, 1999. ,
DOI : 10.1007/978-1-4615-5149-2
Prevention of Bit Balling by Electro-Osmosis, SPE Western Regional Meeting, 1994. ,
DOI : 10.2118/27882-MS
ON-LINE PHYSICAL PARAMETER ESTIMATION WITH ADAPTIVE FORGETTING FACTORS, Mechanical Systems and Signal Processing, vol.14, issue.5, pp.705-730, 2000. ,
DOI : 10.1006/mssp.2000.1322
Nouvelles méthodes de filtrage particulaire application au recalage de navigation inertielle par mesures altimétriques, Thèse, 2005. ,
Rao-blackwellised particle filtering for blind system identification, IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. ,
Rao-Blackwellised particle filtering for fault diagnosis, Proceedings, IEEE Aerospace Conference, 2002. ,
DOI : 10.1109/AERO.2002.1036890
A method of interpreting the drilling response of a PDC bit, 1990. ,
Influence of bit rock interaction on stick slip vibration of PDC bits, Annual Technical Conference and Exhibition, 2002. ,
Model-Based Fault Diagnosis techniques-Design Schemes, Algorithms, and Tools, 2008. ,
A finite-data-window least squares algorithm with a forgetting factor for dynamical modeling, Applied Mathematics and Computation, vol.186, issue.1, pp.184-192, 2007. ,
DOI : 10.1016/j.amc.2006.06.133
Particle Filtering, IEEE Signal Processing Magazine, vol.20, issue.5, pp.19-38, 2003. ,
DOI : 10.1109/MSP.2003.1236770
URL : https://hal.archives-ouvertes.fr/hal-01437041
Dictionnaire encyclopédique statistique, 1993. ,
Statistics for Engineering and Information Science, 2001. ,
Particle filters for state estimation of jump Markov linear systems, IEEE Transactions on Signal Processing, vol.49, issue.3, pp.613-624, 2001. ,
DOI : 10.1109/78.905890
Stochastic sampling algorithms for state estimation of jump markov linear systems, IEEE Transactions on Automatic Control, issue.45, pp.188-202, 2002. ,
Implementation of self-tuning regulators with variable forgetting factors, Automatica, vol.17, issue.6, pp.3141-3150, 1981. ,
DOI : 10.1016/0005-1098(81)90070-4
Optimisation de l'interaction PDC-roche : application à la conception d'outils pour le forage pétrolier en petit diamètre, 1999. ,
Fault Detection and Diagnosis in Engineering Systems, 1998. ,
Use of single cutter data in the analysis of PDC bit designs: development of a PDC cutting force model, Journal of Petroleum Technology, pp.143-156, 1989. ,
Bayesian methods for tracking, 1993. ,
Reversible jump Markov chain Monte Carlo computation and Bayesian model determination, Biometrika, vol.82, issue.4, pp.711-732, 1995. ,
DOI : 10.1093/biomet/82.4.711
State-of-the-Art for the Marginalized Particle Filter, 2006 IEEE Nonlinear Statistical Signal Processing Workshop, 2006. ,
DOI : 10.1109/NSSPW.2006.4378847
Theory and Application of Lyapunov's Direct Method, 1963. ,
Adaptive Filter Theory, 1996. ,
A Bayesian approach to problems in stochastic estimation and control, IEEE Transactions on Automatic Control, vol.9, issue.4, pp.333-339, 1964. ,
DOI : 10.1109/TAC.1964.1105763
Process fault diagnosis based on modelling and estimation methods-A survey, Automatica, issue.20, pp.387-404, 1984. ,
Fault-Diagnosis Systems, 2006. ,
DOI : 10.1007/3-540-30368-5
Increase rate of convergence through learning rate adaptation, Neural Networks, pp.295-307, 1988. ,
Particle filtering-based fault detection in non-linear stochastic systems, International Journal of Systems Science, vol.140, issue.4, pp.259-265, 2002. ,
DOI : 10.1080/00207729108910814
New Results in Linear Filtering and Prediction Theory, Journal of Basic Engineering, vol.83, issue.1, pp.34-45, 1960. ,
DOI : 10.1115/1.3658902
Complexity analysis of the marginalized particle filter, IEEE Transactions on Signal Processing, vol.53, issue.11, pp.4408-4411, 2006. ,
DOI : 10.1109/TSP.2005.857061
Nonlinear Systems, 2002. ,
Method and system for increasing drilling efficiency, 2001. ,
Non-Gaussian state-space modeling of non-linear state space models, Journal American Statitic Association, issue.5, pp.1-25, 1996. ,
Monitoring and diagnosis of hybrid systems using particle filtering models, International Symposium on Mathematical Theory of Networks and Systems, 2002. ,
Mathematical modelling of PDC bit drilling process based on a single-cutter mechanics, Journal of Energy Resources Technology, issue.115, pp.247-256, 1993. ,
Particle filters for tracking an unknown number of sources, IEEE Transactions on Signal Processing, vol.50, issue.12, pp.2926-2937, 2002. ,
DOI : 10.1109/TSP.2002.805251
Stability by Lyapunov's Direct method with Applications, 1961. ,
Bit Balling and Wellbore Instability of Downhole Shales, SPE Annual Technical Conference and Exhibition, 1991. ,
DOI : 10.2118/22578-MS
A particle algorithm for sequential Bayesian parameter estimation and model selection, IEEE Transactions on Signal Processing, vol.50, issue.2, pp.326-336, 2002. ,
DOI : 10.1109/78.978387
Gradient-based variable forgetting factor rls algorithm in timevarying environments, IEEE Transaction Signal processing, issue.53, pp.3141-3150, 2005. ,
Parameter estimation of railway vehicle dynamic model using rao-blackwellised particle filter, European Control Conference, 2003. ,
Estimation of parameters in a linear state space model using a Rao-Blackwellised particle filter, IEE Proceedings - Control Theory and Applications, vol.151, issue.6, pp.727-738, 2004. ,
DOI : 10.1049/ip-cta:20041008
System identification, 1984. ,
URL : https://hal.archives-ouvertes.fr/hal-00854858
State space recursive least square with adaptive memory, Signal Processing, issue.86, pp.1365-1374, 2006. ,
DOI : 10.1109/ispa.2003.1296884
The use of multi-stage sampling schemes in Monte Carlo computations, Symposium on Monte Carlo Methods, M. Meyer Ed, pp.123-140, 1956. ,
Repulsing clays on drill bits, 1977. ,
Basic mechanics of the metal cutting process, Jouranl of Applied Mechanics, pp.168-175, 1944. ,
The Monte Carlo Method, Journal of the American Statistical Association, vol.44, issue.247, pp.335-341, 1949. ,
DOI : 10.1080/01621459.1949.10483310
Method and system for optimizing rate of penetration in drilling operations, 2001. ,
Real-time monitoring of complex industrial processes with particle filters, Adv. Neural Info. Process. Syst. 15, 2003. ,
On the lower smoothing bound in identification of time-varying systems, Automatica, vol.44, issue.2, pp.459-464, 2007. ,
DOI : 10.1016/j.automatica.2007.05.020
Numerical Optimization, 1999. ,
DOI : 10.1007/b98874
A particle filtering-based framework for On-line Fault Diagnosis and Failure Prognosis, 2006. ,
A Robust Variable Forgetting Factor Recursive Least-Squares Algorithm for System Identification, IEEE Signal Processing Letters, vol.15, issue.15, pp.597-600, 2008. ,
DOI : 10.1109/LSP.2008.2001559
Emf sacrificial anode sub and method to deter bit balling, 1996. ,
Innovative lowfriction coating reduces PDC balling and doubles rop drilling shales with wbm, IADC/SPE Drilling Conference, 2002. ,
Particle filters for system identification of state-space models linear in either parameters or states, 13th IFAC Symposium on System Identification, 2003. ,
Marginalized particle filters for mixed linear/nonlinear state-space models, IEEE Transactions on Signal Processing, vol.53, issue.7, pp.2279-2289, 2005. ,
DOI : 10.1109/TSP.2005.849151
Calcul d'un outil PDC en forage pétrolier profond-logiciel de simulation drisim-3d, 1990. ,
Modélisation du comportement directionnel des outils de forage monoblocs en formations anisotropes, 1996. ,
Drilling Over-Pressured Shales with PDC Bits: A study of Rock Characteristics and Field Experience Offshore Texas, 1995. ,
Addressing the Problem of PDC Bit Performance in Deep Shales, IADC/SPE Asia Pacific Drilling Technology, 1998. ,
DOI : 10.2118/47814-MS
Gradient based variable forgetting factor RLS algorithm, Signal Processing, vol.83, issue.6, pp.1163-1175, 2003. ,
DOI : 10.1016/S0165-1684(03)00037-9
1. Buffon Needle Problem, Extensions, and Estimation of ??, pp.1-24, 1978. ,
DOI : 10.1137/1.9781611970418.ch1
URL : https://hal.archives-ouvertes.fr/hal-00863142
Gauss Newton variable forgetting factor recursive least squares for time varying parameter tracking, Electronics Letters, vol.36, issue.11, pp.988-990, 2000. ,
DOI : 10.1049/el:20000727
Least-squares estimation: from Gauss to Kalman, IEEE Spectrum, vol.7, issue.7, pp.63-68, 1970. ,
DOI : 10.1109/MSPEC.1970.5213471
Unique PDC Bit Technologies Combine to Consistently Reduce Drilling Time in Interbedded Formations, IADC/SPE Asia Pacific Drilling Technology, 1998. ,
DOI : 10.2118/47778-MS
On the nonlinear and no normal filter using rejection sampling, IEEE Transactions on Automatic Control, issue.44, pp.314-319, 1999. ,
Partile Filters for Robot Fault Diagnosis, 2005. ,
Nonlinear Systems Analysis, 1978. ,
Vibration-based fault diagnosis of pump using fuzzy technique, Measurement, vol.39, issue.2, pp.176-185, 2006. ,
DOI : 10.1016/j.measurement.2005.07.015
Vibration testing and its characteristics analysis for five plunger pump, Journal of Oilfield Equipment, issue.30, pp.9-22, 2000. ,
The fault method of five plunger pump based on vibration signal analysis, Journal of Xi'an Petroleum Institute, issue.16, pp.19-22, 2001. ,
Laboratory Drilling Performance of PDC Bits, SPE Drilling Engineering, vol.3, issue.02, pp.125-135, 1986. ,
DOI : 10.2118/15617-PA
Stability Theory of Dynamical Systems, IEEE Transactions on Systems, Man, and Cybernetics, vol.1, issue.4, 1970. ,
DOI : 10.1109/TSMC.1971.4308335
Eggbeater PDC drill bit design eliminates balling in water-based drilling fluids, SPE/IADC Drilling Conference, 1993. ,
DOI : 10.2118/21933-pa