Enhancing safety of independent metering systems for mobile machines by means of fault detection

Systems with independent metering offer a high potential for increasing the functionality and efficiency of valve-controlled hydraulic drives. But nowadays there are only a few prototypical applications. One reason for that are the so far insufficient safety investigations. Besides the structural investigations carried out at the research institute, this contribution deals with a fault detection by means of limit checking of the applied pressure sensors. A detection algorithm is derived from several software-in-the-loop simulations of the independent metering system applied at an excavator arm. The functionality and limits of the fault detection will be shown by means of measurements. As a result, all safety-critical faults can be detected which leads to a Diagnostic Coverage of DC = 99% and thus allows the use of independent metering up to a Performance Level PL = e.

[1]  Rolf Isermann,et al.  Fault-tolerant actuators and drives—Structures, fault detection principles and applications , 2009 .

[2]  Rolf Isermann,et al.  IDENTIFICATION OF A HYDRAULIC SERVO-AXIS USING SUPPORT VECTOR MACHINES , 2005 .

[3]  Rolf Isermann,et al.  Fault-tolerant actuators and drives - Structures, fault detection principles and applications , 2009, Annu. Rev. Control..

[4]  Andrew Ball,et al.  The development of an adaptive threshold for model-based fault detection of a nonlinear electro-hydraulic system , 2005 .

[5]  Hubertus Murrenhoff,et al.  Condition monitoring für intelligente hydraulische Linearantriebe , 2005 .

[6]  Teresia Ramdén Condition Monitoring and Fault Diagnosis of Fluid Power Systems : Approaches with Neural Networks and Parameter Identification , 1998 .

[7]  Jouni Mattila,et al.  Detection and Isolation of Faults in Mobile Hydraulic Valves Based on a Reduced-Order Model and Adaptive Thresholds , 2013 .

[8]  Qin Zhang,et al.  WAVELET--BASED PRESSURE ANALYSIS FOR HYDRAULIC PUMP HEALTH DIAGNOSIS , 2003 .

[9]  Matti Linjama,et al.  Jammed on/off Valve Fault Compensation with Distributed Digital Valve System , 2009 .

[10]  Dipl.-Ing. Jan Lübbert,et al.  Pressure compensator control – a novel independent metering architecture , 2016 .

[11]  Nariman Sepehri,et al.  Nonlinear observer-based fault detection technique for electro-hydraulic servo-positioning systems , 2005 .

[12]  Bin Yao,et al.  Fault Detection of an Electro-Hydraulic Cylinder Using Adaptive Robust Observers , 2004 .

[13]  S Weber,et al.  Safety and reliability of independent metering systems in mobile machinery , 2016 .

[14]  J. Richalet,et al.  Industrial applications of model based predictive control , 1993, Autom..

[15]  David Schmitz Entwurf eines fehlertoleranten Lenkventils für Steer-by-Wire Anwendungen bei Traktoren , 2014 .

[16]  Marco Münchhof Fehlerdiagnose für hydraulische Servo-Achsen (Fault Diagnosis for Hydraulic Servo Axes) , 2007, Autom..

[17]  Mahmoud Omid,et al.  Vibration-based fault diagnosis of hydraulic pump of tractor steering system by using energy technique. , 2009 .

[18]  Rolf Isermann,et al.  Fault-Diagnosis Applications , 2011 .

[19]  Michael Rannow Fail Operational Controls for an Independent Metering Valve , 2016 .