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Fig. 1

Result of the Pareto analysis for the “repair time” criterion in the V1 variant
Result of the Pareto analysis for the “repair time” criterion in the V1 variant

Fig. 2

Result of the Pareto analysis for the “number of failures” criterion in variant V1
Result of the Pareto analysis for the “number of failures” criterion in variant V1

Fig. 3

Result of the Pareto analysis for the “repair time” criterion in the V2 variant
Result of the Pareto analysis for the “repair time” criterion in the V2 variant

Fig. 4

Result of the Pareto analysis for the “number of failures” criterion in the V2 variant
Result of the Pareto analysis for the “number of failures” criterion in the V2 variant

Fig. 5

Tested equipment and the “number of failures — failure recovery time” (V2) system
Tested equipment and the “number of failures — failure recovery time” (V2) system

Fig. 6

Tested equipment and the “number of failures — failure recovery time” (V1) system
Tested equipment and the “number of failures — failure recovery time” (V1) system

Fig. 7

Risk matrix for the tested devices (V2)
Risk matrix for the tested devices (V2)

Fig. 8

Risk matrix for the tested devices (V1)
Risk matrix for the tested devices (V1)

Descriptions and comparison of the adopted damage category

Categorysingle-criteria Pareto analysistwo-criteria Pareto analysisrisk analysis
Adamage for which the total share in a given criterion is 80%severe and chronic damagedamage with an unacceptable risk

Risk analysis tools used for maintenance

Risk ToolDescriptionsample publications on the issue
ETAEvent Tree Analysis — a method for describing the consequences of the superior event, illustrating the progression of events from the initial event to the final event, with particular emphasis on the moments that are decisive for the condition of the facility (installation). It is the primary method of creating an object model for threat analysisAhmadi et al., 2008; Mareş et al., 2017
FTAFault Tree Analysis — a qualitative method of risk analysis using the structure of logical trees, allowing for modelling the course of a failure and then its analysis. An FTA diagram illustrates causes, the result of which are referred to as uncertain events or riskGharahasanlou et al., 2014; Vaurio, 2010
FMEAFailure Modes Effects Analysis — a method that consists of analytically determining the cause-and-effect relationships of potential product defects and considering the criticality (risk) factor in the analysis. Its aim is to consistently and systematically identify potential product/process defects, and then eliminate them or minimise the related riskSutrisno et al., 2015; Onodera & Katsushige, 1997; Braaksma et al., 2013; Mikołajczyk, 2013; Mańka, 2015; Ennouri, 2015
HAZOPHazard and Operability Studies, in other words, the analysis of threats and operational capabilities, is based on the PN-IEC 61882 standard. It is often used in the design of new facilities and installations, modernisation of facilities, installations or processesHu et al., 2012; Crawley &Tyler, 2015
HIRAHazard Identification and Risk Assessment — risk assessment tool that can be used to assess which hazards pose the greatest risk in terms of how likely they are to occur and how great their potential impact may bePurohit et al., 2018; Liberti et al., 2015
GOFAGoal-Oriented Failure — analysis and a hazard identification technique that uses selective features from Failure Mode and Effects Analysis (FMEA) and Fault Tree Analysis (FTA) to identify the causes of failure of a specific targetYi et al., 2017; Yi et al., 2016
RBIRisk-Based Inspection — determining the scope and methods of testing, allowing to determine the risk associated with the operation of technical devices, based on the results of quantitative risk analysisArunraj & Maiti, 2007; Khan et al., 2004; Khan & Haddara, 2003
RCMReliability-Centred Maintenance — determining the necessary maintenance activities in the operational efficiency of the machine or device, considering the conditions of useHauge et al., 2001; Braglia et al., 2019

List of the frequency and duration of emergency downtime at the enterprise

EquipmentUnits of equipmentCode of equipmentNumber of failures ni in the analysed periodNumber of failures per equipmentTotal time ti of damage removal [h]Time ti of damage removal for single equipment [h]
horizontal tank7hori355702
submersible pump20subm402401
washing station2wash84243
condensing unit1cond55153
water boiler1wate-b55102
shrink wrapping machine1shri3393
pneumatic pump for cheese1pneu3393
centrifuge LWG-471cent3393
pneumatic press of cheeses1pneu14482
milk collection station1milk4482
cheese cauldron1chee-c3362
vacuum packing machine1vacu3362
cheese slurry pump1chee-s3362
hot water pump3hot3162
water cooler1wate-c2263
pasteuriser - milk - cream1past4441
centrifugal pump1centp2221
screw compressor1scre1122
elevator1elev1111
together1325824140

Summary of the analysis results for variant V1

CategoryEquipment qualification in aspect (V1)
single-criteria Pareto analysistwo-criteria Pareto analysisrisk analysis
by repair timeby number of damage incidents
Awashing station, condensing unit, shrink wrapping machine, pneumatic press of cheeses, centrifuge LWG-47, water cooler, horizontal tank, water boiler, pneumatic pump for cheese, milk collection station, cheese cauldron, vacuum packing machine, cheese cauldronhorizontal tank, condensing unit, water boiler, washing station, pneumatic press of cheeses, shrink wrapping machine, pneumatic pump for cheese, centrifuge LWG-47, cheese cauldron, vacuum packing machineshrink wrapping machine, centrifuge LWG-47, pneumatic press of cheeses, washing station, condensing unit, cheese slurry pump, cheese cauldron, vacuum packing machine, pneumatic pump for cheese, milk collection station, water boiler, horizontal tankpasteuriser - milk – cream, pneumatic pump for cheese, washing station, milk collection station, condensing unit, horizontal tank, water boiler,
number of devices1310127

Summary of the analysis results for variant V2

CategoryEquipment qualification in aspect (V1)
single-criteria Pareto analysistwo-criteria Pareto analysisrisk analysis
by repair timeby number of damage incidents
Ahorizontal tank, submersible pump, washing station, condensing unit, water boiler, shrink wrapping machine, pneumatic pump for cheese, centrifuge LWG-47submersible pump, horizontal tank, washing station, condensing unit, water boiler, pneumatic pump for cheese, milk collection station, pasteuriser - milk - creamhorizontal tank, submersible pump, washing stationhorizontal tank, submersible pump
number of devices8832