SlideShare a Scribd company logo
Predictive Maintenance
From RunToFail to ConditionBasedMonitoring
 RTF Run to failure or Breakdown Maintenance: maintenance actions are taken
only after breakdown.
 Preventive Maintenance or Scheduled Maintenance: maintenance actions after
specific time intervals of operation, regardless the condition of the engines.
 Predictive Maintenance or CBM Condition-Based Maintenance : maintenance
actions are taken according to the actual condition of the operating engines,
which is assessed through appropriate condition monitoring procedures.
One of the major challenges for Industrial plants users is to ensure high level of
engine availability and reliability, and efficient operation during their complete life-
cycle. For this purpose, various maintenance approaches have been introduced
over the years:
Why CBM
Corrective/reactive maintenance
can have severe performance
costs, and preventive/ scheduled
maintenance replaces parts
before the end of their useful life.
CBM optimizes the tradeoff
between maintenance costs and
performance costs by increasing
availability and reliability while
eliminating unnecessary
maintenance activities.
CBM
Condition based maintenance allows preventive and corrective actions to be
scheduled at the optimal time, thus reducing the total cost of ownership. Today,
improvements in technology are making it easier to gather, store and analyze data
for CBM. In particular, CBM is highly effective where safety and reliability is the
paramount concern such as the aircraft industry, semiconductor manufacturing,
nuclear, oil and gas, and so on.
The goal of condition based maintenance is to spot upcoming equipment failure so
maintenance can be proactively scheduled when it is needed – and not before. Asset
conditions need to trigger maintenance within a long enough time period before failure, so
work can be finished before the asset fails or performance falls below the optimal level.
Predictive maintenance
Relies on maintenance based on trends acquired by equipment data.
Predictive maintenance is based on predicting when an asset needs attention
rather than simply replacing a part, when it could last longer.
It deals with online data, machine conditions are constantly monitored and data
are constantly analyzed.
CBM program:
• Data Acquisition part, where data are acquired from engines under monitoring
• Data Processing part, where the acquired data are validated and transformed
properly according to the requirements of the decision-making techniques that
follow
• Decision Making part, where a number of methods and techniques are applied
to obtain the current health condition of the engine and recommend maintenance
plans
CBM Benefits & Investments
 CBM is performed while the asset is working, this
lowers disruptions to normal operations
 Reduces the cost of asset failures
 Improves equipment reliability
 Minimizes unscheduled downtime due to
catastrophic failure
 Minimizes time spent on maintenance
 Minimizes overtime costs by scheduling the
activities
 Minimizes requirement for emergency spare parts
 Optimized maintenance intervals (more optimal
than manufacturer recommendations)
 Improves worker safety
 Reduces the chances of collateral damage to the
system
 Condition monitoring test equipment is expensive
to install, and databases cost money to analyze
 Cost to train staff – you need a knowledgeable
professional to analyze the data and perform the
work
 Fatigue or uniform wear failures are not easily
detected with CBM measurements
 Condition sensors may not survive in the
operating environment
 May require asset modifications to retrofit the
system with sensors
 Unpredictable maintenance periods
Benefits Investments
Predictive Maintenance Techniques
The predictive maintenance principle is to use a combination of measurement on
process and machinery, to evaluate equipment condition.
Several technologies are available:
Predictive Maintenance Tools
VIBRATION
ANALYSIS
THERMO
IMAGE
NDT/VISUAL
INSPECTION
PERFORMANCE
TEST
OIL
ANALYSIS
P-F curve
The P-F Curve chart is one of the most important tools for a reliability centered
maintenance plan.
Data collection
All the method described before, needs to analyze machine data.
Data can be collected from the system by two different methods:
 Spot readings: can be performed at
regular intervals using portable
instruments (Pruftechnik)
 Continuous readings: Sensors can be
retrofitted to equipment or installed
during manufacture for continuous
data collection (Condition monitoring
par 2.2 and remote diagnostic cap.3)
Type of Data Acquisition & Analysis
In addition to Vibration Analysis, wide range of data acquisition and analysis are oriented to assist
the RCA process and Troubleshoot machine problems.
• Machine and Shaft alignment
• Torsional vibration analysis
• Thermographic analysis
• Machine support and casing displacement analysis
• Combustion chamber vibration monitoring
• Enclosure temperature analysis
• Combustion emission analysis
• Noise emission analysis
• Process data analysis
• Control System diagnostic
• …
Web site: www.gssnet.eu
Contact: info@gss-eu.com
Sales Department: matilde.rosati@gss-eu.com
Ph/Fax +39 055 0126653
Mob. +39 3392203342
Follow us
Registered Office: Via Iacopo Vignali n. 42 50142 Firenze (FI) Italy
VAT: IT05998230485 Fiscal Code: 05998230485
Registro delle Imprese di Firenze R.E.A. Firenze: 591900
Ph/Fax + 39 055 0126653

More Related Content

What's hot

General Maintenance
General MaintenanceGeneral Maintenance
General Maintenance
pradhyot05
 
Predictive Maintenance
Predictive MaintenancePredictive Maintenance
Predictive Maintenance
fljungbe
 
Introduction to maintenance
Introduction to maintenanceIntroduction to maintenance
Introduction to maintenance
Tanveer Hussain
 
Predictive maintenance
Predictive maintenancePredictive maintenance
Predictive maintenanceJames Shearer
 
Is Reliability Centered Maintenance (RCM) right for you?
Is Reliability Centered Maintenance (RCM) right for you?Is Reliability Centered Maintenance (RCM) right for you?
Is Reliability Centered Maintenance (RCM) right for you?
Nancy Regan
 
Preventive maintenance e book
Preventive maintenance e bookPreventive maintenance e book
Preventive maintenance e book
jericfreimuth
 
Rcm 4 hour overview for rcm teams
Rcm 4 hour overview for rcm teamsRcm 4 hour overview for rcm teams
Rcm 4 hour overview for rcm teams
Matthew Clemens
 
Maintenance Strategy, Types of Maintenance
Maintenance Strategy, Types of MaintenanceMaintenance Strategy, Types of Maintenance
Maintenance Strategy, Types of Maintenance
Dhanesh S
 
RELIABILITY CENTERED MAINTAINANCE
RELIABILITY CENTERED MAINTAINANCERELIABILITY CENTERED MAINTAINANCE
RELIABILITY CENTERED MAINTAINANCE
kifayat ullah
 
Reliability Centered Maintenance Implementation and Case Study
Reliability Centered Maintenance Implementation and Case StudyReliability Centered Maintenance Implementation and Case Study
Reliability Centered Maintenance Implementation and Case Study
Waseem Akram
 
Condition monitoring
Condition monitoringCondition monitoring
Condition monitoring
Ankit Narain
 
Plant Maintenance
Plant MaintenancePlant Maintenance
Plant Maintenance
Anand Subramaniam
 
Maintenance & its types
Maintenance & its typesMaintenance & its types
Maintenance & its types
zohaib moin
 
Implementing effective preventive and predictive maintenance programs
Implementing effective preventive and predictive maintenance programsImplementing effective preventive and predictive maintenance programs
Implementing effective preventive and predictive maintenance programs
hossam hassanein
 
Maintenance types
Maintenance typesMaintenance types
Maintenance typesMotasem Ash
 
Reliability Centered Maintenance (RCM) and Total Productive Maintenance (TPM)...
Reliability Centered Maintenance (RCM) and Total Productive Maintenance (TPM)...Reliability Centered Maintenance (RCM) and Total Productive Maintenance (TPM)...
Reliability Centered Maintenance (RCM) and Total Productive Maintenance (TPM)...
Flevy.com Best Practices
 
Maintenance and maintenance
Maintenance and maintenanceMaintenance and maintenance
Maintenance and maintenance
Tanveer Hussain
 
Maintenance strategy
Maintenance strategyMaintenance strategy
Maintenance strategy
gumma alsgier
 
Reliability centered maintenance
Reliability centered maintenanceReliability centered maintenance
Reliability centered maintenance
Rodolfo Stonner, PMP, RMP
 

What's hot (20)

General Maintenance
General MaintenanceGeneral Maintenance
General Maintenance
 
Predictive Maintenance
Predictive MaintenancePredictive Maintenance
Predictive Maintenance
 
Introduction to maintenance
Introduction to maintenanceIntroduction to maintenance
Introduction to maintenance
 
Predictive maintenance
Predictive maintenancePredictive maintenance
Predictive maintenance
 
Is Reliability Centered Maintenance (RCM) right for you?
Is Reliability Centered Maintenance (RCM) right for you?Is Reliability Centered Maintenance (RCM) right for you?
Is Reliability Centered Maintenance (RCM) right for you?
 
Preventive maintenance e book
Preventive maintenance e bookPreventive maintenance e book
Preventive maintenance e book
 
Rcm 4 hour overview for rcm teams
Rcm 4 hour overview for rcm teamsRcm 4 hour overview for rcm teams
Rcm 4 hour overview for rcm teams
 
Maintenance Strategy, Types of Maintenance
Maintenance Strategy, Types of MaintenanceMaintenance Strategy, Types of Maintenance
Maintenance Strategy, Types of Maintenance
 
RELIABILITY CENTERED MAINTAINANCE
RELIABILITY CENTERED MAINTAINANCERELIABILITY CENTERED MAINTAINANCE
RELIABILITY CENTERED MAINTAINANCE
 
Reliability Centered Maintenance Implementation and Case Study
Reliability Centered Maintenance Implementation and Case StudyReliability Centered Maintenance Implementation and Case Study
Reliability Centered Maintenance Implementation and Case Study
 
Condition monitoring
Condition monitoringCondition monitoring
Condition monitoring
 
Plant Maintenance
Plant MaintenancePlant Maintenance
Plant Maintenance
 
Maintenance strategies
Maintenance strategiesMaintenance strategies
Maintenance strategies
 
Maintenance & its types
Maintenance & its typesMaintenance & its types
Maintenance & its types
 
Implementing effective preventive and predictive maintenance programs
Implementing effective preventive and predictive maintenance programsImplementing effective preventive and predictive maintenance programs
Implementing effective preventive and predictive maintenance programs
 
Maintenance types
Maintenance typesMaintenance types
Maintenance types
 
Reliability Centered Maintenance (RCM) and Total Productive Maintenance (TPM)...
Reliability Centered Maintenance (RCM) and Total Productive Maintenance (TPM)...Reliability Centered Maintenance (RCM) and Total Productive Maintenance (TPM)...
Reliability Centered Maintenance (RCM) and Total Productive Maintenance (TPM)...
 
Maintenance and maintenance
Maintenance and maintenanceMaintenance and maintenance
Maintenance and maintenance
 
Maintenance strategy
Maintenance strategyMaintenance strategy
Maintenance strategy
 
Reliability centered maintenance
Reliability centered maintenanceReliability centered maintenance
Reliability centered maintenance
 

Similar to Predictive maintenance

Condition Monitoring Maintenance
Condition Monitoring MaintenanceCondition Monitoring Maintenance
Condition Monitoring Maintenance
Nanoprecise
 
Condition Based Monitoring and Maintenance - Nanoprecise
Condition Based Monitoring and Maintenance - NanopreciseCondition Based Monitoring and Maintenance - Nanoprecise
Condition Based Monitoring and Maintenance - Nanoprecise
Nanoprecise
 
C010621622
C010621622C010621622
C010621622
IOSR Journals
 
Embedded Condition Based Maintenance A New Modeling Approach
Embedded Condition Based Maintenance A New Modeling Approach Embedded Condition Based Maintenance A New Modeling Approach
Embedded Condition Based Maintenance A New Modeling Approach
iosrjce
 
What is Predictive Maintenance? Learn Its Benefits & Role of Industrial IoT
What is Predictive Maintenance? Learn Its Benefits & Role of Industrial IoTWhat is Predictive Maintenance? Learn Its Benefits & Role of Industrial IoT
What is Predictive Maintenance? Learn Its Benefits & Role of Industrial IoT
Embitel Technologies (I) PVT LTD
 
Plant Maintenance & Condition Monitoring
Plant Maintenance & Condition MonitoringPlant Maintenance & Condition Monitoring
Plant Maintenance & Condition Monitoring
Elena Maria Vaccher
 
Condition-based Maintenance for High-speed Fleet
Condition-based Maintenance for High-speed FleetCondition-based Maintenance for High-speed Fleet
Condition-based Maintenance for High-speed Fleet
Gopalakrishna Palem
 
Maintenance engineering
Maintenance engineeringMaintenance engineering
Maintenance engineering
Anirudh Goyal
 
CONDITION-BASED MAINTENANCE USING SENSOR ARRAYS AND TELEMATICS
CONDITION-BASED MAINTENANCE USING SENSOR ARRAYS AND TELEMATICSCONDITION-BASED MAINTENANCE USING SENSOR ARRAYS AND TELEMATICS
CONDITION-BASED MAINTENANCE USING SENSOR ARRAYS AND TELEMATICS
ijmnct
 
Maintenance Strategies.ppt
Maintenance Strategies.pptMaintenance Strategies.ppt
Maintenance Strategies.ppt
Nazeeh11
 
Maintenance and Asset Management
Maintenance and Asset ManagementMaintenance and Asset Management
Maintenance and Asset Management
Rubber & Tyre Machinery World
 
Condition-based Maintenance with sensor arrays and telematics
Condition-based Maintenance with sensor arrays and telematicsCondition-based Maintenance with sensor arrays and telematics
Condition-based Maintenance with sensor arrays and telematics
Gopalakrishna Palem
 
Maintenance planning and replacement
Maintenance  planning and replacementMaintenance  planning and replacement
Maintenance planning and replacement
Amit Singh
 
Introduction to Reliability Centered Maintenance
Introduction to Reliability Centered MaintenanceIntroduction to Reliability Centered Maintenance
Introduction to Reliability Centered Maintenance
Dibyendu De
 
Unit 8 maintainance management pptx
Unit 8 maintainance management pptxUnit 8 maintainance management pptx
Unit 8 maintainance management pptx
RASHMIPANWAR10
 
Reliability Centered Maintenance
Reliability Centered MaintenanceReliability Centered Maintenance
Reliability Centered Maintenance
Nafis Ahmad
 
Condition Monitoring and Maintenance Management for Precision Component Manuf...
Condition Monitoring and Maintenance Management for Precision Component Manuf...Condition Monitoring and Maintenance Management for Precision Component Manuf...
Condition Monitoring and Maintenance Management for Precision Component Manuf...
IRJET Journal
 
Machinery Maintenance
Machinery MaintenanceMachinery Maintenance
Machinery Maintenance
Mohammud Hanif Dewan M.Phil.
 
10 steps to achieve world-class manufacturing maintenance practices
10 steps to achieve world-class manufacturing maintenance practices10 steps to achieve world-class manufacturing maintenance practices
10 steps to achieve world-class manufacturing maintenance practices
UMSConferences
 

Similar to Predictive maintenance (20)

Condition Monitoring Maintenance
Condition Monitoring MaintenanceCondition Monitoring Maintenance
Condition Monitoring Maintenance
 
Condition Based Monitoring and Maintenance - Nanoprecise
Condition Based Monitoring and Maintenance - NanopreciseCondition Based Monitoring and Maintenance - Nanoprecise
Condition Based Monitoring and Maintenance - Nanoprecise
 
C010621622
C010621622C010621622
C010621622
 
Embedded Condition Based Maintenance A New Modeling Approach
Embedded Condition Based Maintenance A New Modeling Approach Embedded Condition Based Maintenance A New Modeling Approach
Embedded Condition Based Maintenance A New Modeling Approach
 
What is Predictive Maintenance? Learn Its Benefits & Role of Industrial IoT
What is Predictive Maintenance? Learn Its Benefits & Role of Industrial IoTWhat is Predictive Maintenance? Learn Its Benefits & Role of Industrial IoT
What is Predictive Maintenance? Learn Its Benefits & Role of Industrial IoT
 
Plant Maintenance & Condition Monitoring
Plant Maintenance & Condition MonitoringPlant Maintenance & Condition Monitoring
Plant Maintenance & Condition Monitoring
 
Condition-based Maintenance for High-speed Fleet
Condition-based Maintenance for High-speed FleetCondition-based Maintenance for High-speed Fleet
Condition-based Maintenance for High-speed Fleet
 
Maintenance engineering
Maintenance engineeringMaintenance engineering
Maintenance engineering
 
CONDITION-BASED MAINTENANCE USING SENSOR ARRAYS AND TELEMATICS
CONDITION-BASED MAINTENANCE USING SENSOR ARRAYS AND TELEMATICSCONDITION-BASED MAINTENANCE USING SENSOR ARRAYS AND TELEMATICS
CONDITION-BASED MAINTENANCE USING SENSOR ARRAYS AND TELEMATICS
 
Maintenance Strategies.ppt
Maintenance Strategies.pptMaintenance Strategies.ppt
Maintenance Strategies.ppt
 
Maintenance and Asset Management
Maintenance and Asset ManagementMaintenance and Asset Management
Maintenance and Asset Management
 
Condition-based Maintenance with sensor arrays and telematics
Condition-based Maintenance with sensor arrays and telematicsCondition-based Maintenance with sensor arrays and telematics
Condition-based Maintenance with sensor arrays and telematics
 
Maintenance planning and replacement
Maintenance  planning and replacementMaintenance  planning and replacement
Maintenance planning and replacement
 
Introduction to Reliability Centered Maintenance
Introduction to Reliability Centered MaintenanceIntroduction to Reliability Centered Maintenance
Introduction to Reliability Centered Maintenance
 
Unit 8 maintainance management pptx
Unit 8 maintainance management pptxUnit 8 maintainance management pptx
Unit 8 maintainance management pptx
 
Maintenance 2sp
Maintenance 2spMaintenance 2sp
Maintenance 2sp
 
Reliability Centered Maintenance
Reliability Centered MaintenanceReliability Centered Maintenance
Reliability Centered Maintenance
 
Condition Monitoring and Maintenance Management for Precision Component Manuf...
Condition Monitoring and Maintenance Management for Precision Component Manuf...Condition Monitoring and Maintenance Management for Precision Component Manuf...
Condition Monitoring and Maintenance Management for Precision Component Manuf...
 
Machinery Maintenance
Machinery MaintenanceMachinery Maintenance
Machinery Maintenance
 
10 steps to achieve world-class manufacturing maintenance practices
10 steps to achieve world-class manufacturing maintenance practices10 steps to achieve world-class manufacturing maintenance practices
10 steps to achieve world-class manufacturing maintenance practices
 

Recently uploaded

The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
ankuprajapati0525
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
AJAYKUMARPUND1
 
Investor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptxInvestor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptx
AmarGB2
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
gerogepatton
 
Standard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - NeometrixStandard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - Neometrix
Neometrix_Engineering_Pvt_Ltd
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
R&R Consult
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
Osamah Alsalih
 
ASME IX(9) 2007 Full Version .pdf
ASME IX(9)  2007 Full Version       .pdfASME IX(9)  2007 Full Version       .pdf
ASME IX(9) 2007 Full Version .pdf
AhmedHussein950959
 
ML for identifying fraud using open blockchain data.pptx
ML for identifying fraud using open blockchain data.pptxML for identifying fraud using open blockchain data.pptx
ML for identifying fraud using open blockchain data.pptx
Vijay Dialani, PhD
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
Jayaprasanna4
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdfWater Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation & Control
 
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
obonagu
 
WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234
AafreenAbuthahir2
 
DESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docxDESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docx
FluxPrime1
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
Pratik Pawar
 
Fundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptxFundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptx
manasideore6
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
Massimo Talia
 
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Dr.Costas Sachpazis
 

Recently uploaded (20)

The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
 
Investor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptxInvestor-Presentation-Q1FY2024 investor presentation document.pptx
Investor-Presentation-Q1FY2024 investor presentation document.pptx
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
 
Standard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - NeometrixStandard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - Neometrix
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
 
ASME IX(9) 2007 Full Version .pdf
ASME IX(9)  2007 Full Version       .pdfASME IX(9)  2007 Full Version       .pdf
ASME IX(9) 2007 Full Version .pdf
 
ML for identifying fraud using open blockchain data.pptx
ML for identifying fraud using open blockchain data.pptxML for identifying fraud using open blockchain data.pptx
ML for identifying fraud using open blockchain data.pptx
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
 
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdfWater Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdf
 
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
 
WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234
 
DESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docxDESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docx
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
 
Fundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptxFundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptx
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
 
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
 

Predictive maintenance

  • 2. From RunToFail to ConditionBasedMonitoring  RTF Run to failure or Breakdown Maintenance: maintenance actions are taken only after breakdown.  Preventive Maintenance or Scheduled Maintenance: maintenance actions after specific time intervals of operation, regardless the condition of the engines.  Predictive Maintenance or CBM Condition-Based Maintenance : maintenance actions are taken according to the actual condition of the operating engines, which is assessed through appropriate condition monitoring procedures. One of the major challenges for Industrial plants users is to ensure high level of engine availability and reliability, and efficient operation during their complete life- cycle. For this purpose, various maintenance approaches have been introduced over the years:
  • 3.
  • 4. Why CBM Corrective/reactive maintenance can have severe performance costs, and preventive/ scheduled maintenance replaces parts before the end of their useful life. CBM optimizes the tradeoff between maintenance costs and performance costs by increasing availability and reliability while eliminating unnecessary maintenance activities.
  • 5. CBM Condition based maintenance allows preventive and corrective actions to be scheduled at the optimal time, thus reducing the total cost of ownership. Today, improvements in technology are making it easier to gather, store and analyze data for CBM. In particular, CBM is highly effective where safety and reliability is the paramount concern such as the aircraft industry, semiconductor manufacturing, nuclear, oil and gas, and so on. The goal of condition based maintenance is to spot upcoming equipment failure so maintenance can be proactively scheduled when it is needed – and not before. Asset conditions need to trigger maintenance within a long enough time period before failure, so work can be finished before the asset fails or performance falls below the optimal level.
  • 6. Predictive maintenance Relies on maintenance based on trends acquired by equipment data. Predictive maintenance is based on predicting when an asset needs attention rather than simply replacing a part, when it could last longer. It deals with online data, machine conditions are constantly monitored and data are constantly analyzed. CBM program: • Data Acquisition part, where data are acquired from engines under monitoring • Data Processing part, where the acquired data are validated and transformed properly according to the requirements of the decision-making techniques that follow • Decision Making part, where a number of methods and techniques are applied to obtain the current health condition of the engine and recommend maintenance plans
  • 7. CBM Benefits & Investments  CBM is performed while the asset is working, this lowers disruptions to normal operations  Reduces the cost of asset failures  Improves equipment reliability  Minimizes unscheduled downtime due to catastrophic failure  Minimizes time spent on maintenance  Minimizes overtime costs by scheduling the activities  Minimizes requirement for emergency spare parts  Optimized maintenance intervals (more optimal than manufacturer recommendations)  Improves worker safety  Reduces the chances of collateral damage to the system  Condition monitoring test equipment is expensive to install, and databases cost money to analyze  Cost to train staff – you need a knowledgeable professional to analyze the data and perform the work  Fatigue or uniform wear failures are not easily detected with CBM measurements  Condition sensors may not survive in the operating environment  May require asset modifications to retrofit the system with sensors  Unpredictable maintenance periods Benefits Investments
  • 9. The predictive maintenance principle is to use a combination of measurement on process and machinery, to evaluate equipment condition. Several technologies are available: Predictive Maintenance Tools VIBRATION ANALYSIS THERMO IMAGE NDT/VISUAL INSPECTION PERFORMANCE TEST OIL ANALYSIS
  • 10. P-F curve The P-F Curve chart is one of the most important tools for a reliability centered maintenance plan.
  • 11. Data collection All the method described before, needs to analyze machine data. Data can be collected from the system by two different methods:  Spot readings: can be performed at regular intervals using portable instruments (Pruftechnik)  Continuous readings: Sensors can be retrofitted to equipment or installed during manufacture for continuous data collection (Condition monitoring par 2.2 and remote diagnostic cap.3)
  • 12. Type of Data Acquisition & Analysis In addition to Vibration Analysis, wide range of data acquisition and analysis are oriented to assist the RCA process and Troubleshoot machine problems. • Machine and Shaft alignment • Torsional vibration analysis • Thermographic analysis • Machine support and casing displacement analysis • Combustion chamber vibration monitoring • Enclosure temperature analysis • Combustion emission analysis • Noise emission analysis • Process data analysis • Control System diagnostic • …
  • 13. Web site: www.gssnet.eu Contact: info@gss-eu.com Sales Department: matilde.rosati@gss-eu.com Ph/Fax +39 055 0126653 Mob. +39 3392203342 Follow us Registered Office: Via Iacopo Vignali n. 42 50142 Firenze (FI) Italy VAT: IT05998230485 Fiscal Code: 05998230485 Registro delle Imprese di Firenze R.E.A. Firenze: 591900 Ph/Fax + 39 055 0126653