Performance assessment of milk processing system using Petri nets

The study presents the quantitative effect of the recorded failure and repair data on the performance of a liquid milk processing plant in terms of its availability and reduced capacity. Process modeling and behavioral analysis of the system has been carried out by dividing the system into four subsystems placed in series using Petri Nets approach. A licensed software package (named Petri module of GRIF) has been used for model formalism and its simulation. The results of this study are expected to be useful to the proprietors of the milk processing plant as well as for practitioners from other fields such as multiprocessor electronic systems, telecommunication systems and production systems among others who want to analyze, understand and predict the behavior of various types of equipments. Reliability, Availability, and Maintainability modeling tools described here can be of helpful to them in planning selective maintenance strategies for their systems.

[1]  Anish Sachdeva,et al.  Behavioral and performance analysis of feeding system using stochastic reward nets , 2009 .

[2]  J. de Brito,et al.  Stochastic Petri net-based modelling of the durability of renderings , 2018 .

[3]  Rasiah Loganantharaj,et al.  Extension of Petri Nets for Representing and Reasoning with Tasks with Imprecise Durations , 2005, Applied Intelligence.

[4]  Yadati Narahari,et al.  Performance modeling of automated manufacturing systems , 1992 .

[5]  Zoltán Balogh,et al.  Modeling of Uncertainty with Petri Nets , 2019, ACIIDS.

[6]  Sanjeev Kumar,et al.  Reliability and availability analysis of the serial processes in skim milk powder system of a dairy plant: a case study , 2015 .

[7]  Madjid Tavana Dynamic process modelling using Petri nets with applications to nuclear power plant emergency management , 2008, Int. J. Simul. Process. Model..

[8]  Vinod Kumar,et al.  Performance optimisation for ethanol manufacturing system of distillery plant using particle swarm optimisation algorithm , 2018 .

[9]  Anish Sachdeva,et al.  Performance Modeling and Analysis of Refrigeration System of a Milk Processing Plant using Petri Nets , 2019 .

[10]  Shuzhen Yao,et al.  Petri Nets-based method to elicit component-interaction related safety requirements in safety-critical systems , 2018, Comput. Electr. Eng..

[11]  Susanna Donatelli,et al.  Expressiveness and Conciseness of Timed Automata for the Verification of Stochastic Models , 2020, LATA.

[12]  Kurt Jensen,et al.  Coloured Petri Nets and the Invariant-Method , 1981, Theor. Comput. Sci..

[13]  Marco Ajmone Marsan,et al.  A class of generalized stochastic Petri nets for the performance evaluation of multiprocessor systems , 1984, TOCS.

[14]  Kishor S. Trivedi,et al.  From stochastic Petri nets to Markov regenerative stochastic Petri nets , 1995, MASCOTS '95. Proceedings of the Third International Workshop on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems.

[15]  Rommert Dekke,et al.  AVAILABILITY ASSESSMENT METHODS AND THEIR APPLICATION IN PRACTICE , 1995 .

[16]  Wolfgang Reisig,et al.  Petri Nets: Applications and Relationships to Other Models of Concurrency , 1986, Lecture Notes in Computer Science.

[17]  Michael K. Molloy Performance Analysis Using Stochastic Petri Nets , 1982, IEEE Transactions on Computers.

[18]  Balbir S. Dhillon,et al.  Comparisons of block diagram and Markov method system reliability and mean time to failure results for constant and non-constant unit failure rates , 1997 .

[19]  Monika Saini,et al.  Operational availability analysis of generators in steam turbine power plants , 2020, SN Applied Sciences.

[20]  Haisheng Li,et al.  Research on the Availability Analysis Method of Navigation Satellite Based on Petri Nets , 2018 .

[21]  K. Feldmann,et al.  Material flow and control sequence specification of flexible production systems using coloured Petri nets , 1998 .

[22]  Monika Saini,et al.  Mathematical modeling and performance evaluation of A-pan crystallization system in a sugar industry , 2019, SN Applied Sciences.

[23]  P. C. Tewari,et al.  Simulation modeling and analysis of a complex system of a thermal power plant , 2009 .

[24]  Kishor S. Trivedi,et al.  Extended Stochastic Petri Nets: Applications and Analysis , 1984, Performance.

[25]  Christian Emeka Okafor,et al.  Availability Assessment of Steam and Gas Turbine Units of a Thermal Power Station Using Markovian Approach , 2016 .

[26]  G. Thangamani,et al.  Generalized Stochastic Petri Nets for Reliability Analysis of Lube Oil System with Common-Cause Failures , 2012 .

[27]  Anish Sachdeva,et al.  Reliability analysis of pulping system using Petri nets , 2008 .