Load-Sharing Strategy Taking Account of Compressor Degradation

The objective of designing a control structure that takes the degradation of the system into account is to preserve its performance and mitigate further damage. This problem is often encountered in process industries, e.g. in gas processing plants, where the question arises how to distribute the control effort among multiple actuators based on their degradation. The main focus of this work is to investigate how to assign the loads in a two-compressor system taking the degradation, i.e. the loss of available performance, into consideration. Contrarily to other approaches, such as methods based on distance to surge or predictive control, the algorithm proposed in this work does not require a reconfiguration of the control structure, at the same time taking explicitly the degradation into account. The simulation results confirm that this approach mitigates further loss of performance, in particular for compressors, which have significantly different degradation rates.

[1]  A. Verheyleweghen,et al.  HEALTH-AWARE OPERATION OF A SUBSEA GAS COMPRESSION SYSTEM UNDER UNCERTAINTY , 2016 .

[2]  Mehenvan P. Boyce Principles Of Operation And Performance Estimation Of Centrifugal Compressors. , 1993 .

[3]  P Pilidis,et al.  Experimental Investigation of the Influence of Fouling on Compressor Cascade Characteristics and Implications for Gas Turbine Engine Performance , 2010 .

[4]  Nina F. Thornhill,et al.  Optimization of a network of compressors in parallel: Real Time Optimization (RTO) of compressors in chemical plants – An industrial case study , 2015 .

[5]  Bela G. Liptak,et al.  Instrument Engineers' Handbook, Volume Two , 2005 .

[6]  Klaus Brun,et al.  Degradation in Gas Turbine Systems , 2001 .

[7]  Daniel Lewandowski,et al.  Safe and efficient operation of centrifugal compressors using linearized MPC , 2014, 53rd IEEE Conference on Decision and Control.

[8]  Sant Kumar,et al.  Load sharing optimization for parallel and serial compressor stations , 2017, 2017 IEEE Conference on Control Technology and Applications (CCTA).

[9]  Jan Tommy Gravdahl,et al.  Modeling and simulation for automatic control , 2002 .

[10]  Daniel Lewandowski,et al.  Experimental evaluation of MPC-based anti-surge and process control for electric driven centrifugal gas compressors , 2015 .

[11]  Jan Tommy Gravdahl,et al.  Modeling and Control of Surge and Rotating Stall in Compressors , 1998 .

[12]  Sergio Bittanti,et al.  Online performance tracking and load sharing optimization for parallel operation of gas compressors , 2016, Comput. Chem. Eng..

[13]  Asok Ray,et al.  Damage-Mitigating Control of Mechanical Systems: Part I -- Conceptual Development and Model Formulation , 1993, 1993 American Control Conference.

[14]  A. P. Tarabrin,et al.  An Analysis of Axial Compressors Fouling and a Cleaning Method of Their Blading , 1996 .

[15]  Torkel Glad,et al.  Resolving actuator redundancy - optimal control vs. control allocation , 2005, Autom..

[16]  Matteo Cicciotti Adaptive monitoring of health-state and performance of industrial centrifugal compressors , 2015 .