ASO Analyses
About ASO Analyses
An ASO Analysis is a simulation-based module that works in concert with ASM to optimize the actions of your strategy.
About Components in an ASO Analysis
An Asset Strategy Optimization (ASO) analysis is made up of records and links as defined by the ASO Data Model. Specifically, an ASO analysis is a collection of Scenarios, Resources, and simulation results. An ASO analysis is represented by a System analysis record, which stores identifying information about the analysis and is linked to other records that make up the analysis.
Details
Beyond understanding an ASO analysis at the entity level, it is helpful to visualize it at a conceptual level, where groups of records and links make up the main elements of the analysis. These elements are described in the following list:
- Diagram: A logical, visual representation of the physical structure of equipment and locations, including the connections between them. Each ASO analysis contains one Diagram.Note: If you create an ASO analysis from an Asset Strategy, a Diagram will exist, but it will contain only an Asset element.
A Diagram is represented by a System Subsystem record, which can be linked to System Subsystem, System Sensor, System Buffer, System Link, System Asset, and System Switch records. The items that these records represent are referred to as elements, which are simply the components that make up the Diagram itself.
- Scenario: A representation of one possibility for managing the risk and cost for a given piece of equipment or location. A Scenario is represented by a System Scenario record, which contains all the identifying information for the Scenario and is linked to other records that help define the Scenario. Each ASO analysis contains multiple Scenarios and will always contain at least the following Scenarios:
- Active Scenario
- Proposed Scenario
- Unmitigated ScenarioNote: The Unmitigated Scenario cannot be manipulated in ASO. It represents the unmitigated strategy, or the strategy as it exists with only Risks and no Actions. The simulation results will include results for the Unmitigated Scenario, but you cannot modify the Unmitigated Scenario in ASO.
An ASO analysis can contain additional Scenarios if you choose to create them. Except for the Unmitigated Scenario, each Scenario can contain the following components:
- Risk: A component that identifies a specific way that a piece of equipment or location can fail, specifies the consequences of the failure, and includes Time to Failure (TTF) and Time to Repair (TTR) distribution data. A Risk is represented by a System Risk record, which contains all of the identifying information for the risk.
- Action: A component that identifies a specific operation that can be performed against a piece of equipment or location. Actions include condition-based maintenance, procedures, redesigns, time-based maintenance, and training and may or may not mitigate Risks. Actions are represented by records in the System Condition Monitor, System Inspection, System Preventive Maintenance, or System Special Action families, which contain all the identifying information for the action.
- Global Event: A component that groups together actions that require a shutdown. Scheduling a Global Event can make a system more efficient by providing more time in which to run while still allowing maintenance and other actions to take place. A Global Event is represented by a System Global Event record, which contains all the identifying information for the Global Event.
- Resource: A component of an ASO analysis that associates a cost with an occurrence of an action or risk. Resources are represented by a System Resource record.
- Simulation Results: The outcome of running a simulation against all Scenarios included in a given ASO analysis. Simulation results are stored in System Element Result, System Action Result, or System Resource Result records, which are linked to the root System analysis record.
ASO Analysis Example
This topic provides an example of ASO analyses to explain how ASO analyses are created and used.
This ASO analysis example involves a water bottling facility. The water bottling facility is a unit, labeled the Water Bottling Unit. This unit contains two systems: Water Collection System and Bottling System. Each system contains equipment that work together to complete a single process.
The Water Collection System contains the following equipment:
- Water Pump
- Water Tank
The Bottling System contains the following equipment:
- Filling Machine
- Capping Machine
- Labeling Machine
The unit, systems, equipment, and the process in which they are involved are illustrated in the following image.
An ASO analysis begins with an asset strategy, system strategy, or unit strategy. Our ASO analysis example includes the following strategies, where the indentation of the bullets indicates the structure of the strategies:
- Water Bottling Strategy (unit strategy)
- Water Collection Strategy (system strategy)
- Water Pump Strategy (asset strategy)
- Water Tank Strategy (asset strategy)
- Bottling Strategy (system strategy)
- Filling Machine Strategy (asset strategy)
- Capping Machine Strategy (asset strategy)
- Labeling Machine Strategy (asset strategy)
- Water Collection Strategy (system strategy)
ASM Records and Links in Our Example
The following image shows the records and links that are used to create the association between the Unit Strategy, one of its System Strategies, one of its Asset Strategies (Water Pump Strategy), and the Asset Strategy's Action and Risk records.
ASO Records and Links in Our Example
The following image illustrates existing records and links after the ASO Analysis is created. The colors in the image have the following meanings:
- Orange: Identifies two separate Water Bottling Strategy System Subsystem records, which represent the Diagram in the ASO Analysis.
- Yellow: Identifies two separate Water Collection Strategy System Subsystem records, which represent the Water Collection Strategy System Strategy.
- Green: Identifies two separate Water Pump Strategy System Asset records, which represent the Water Pump Strategy Asset Strategy.
- Gray: Identifies System Asset records that are part of the ASO Analysis but not the focus of this documentation.
Example Data
The Equipment record Water Pump contains the following values:
- Name: Water Pump
- Production Contribution: 100
- Fixed Cost: 5000
- Variable Cost: 50
- Variable Cost Units: Per Hour
- Lost Production Cost: 0
- Lost Production Cost Units: Per Day
The Asset Strategy record that is linked to the Equipment record Water Pump contains the following values:
- Strategy ID: Water Pump Strategy
- Description: Asset Strategy for the Water Pump
- Plan Length: 5
- Asset Name: Water Pump
- Asset Family: Equipment
Active Strategy and Proposed Strategy
Action Data
The following table shows the example data stored in the Action records that are linked to the Active Strategy record with the ID Water Pump Strategy.
Action | Values |
---|---|
Redesign Impellers |
Name: Redesign Impellers Action Type: Redesign (DSM) Interval: 2 Interval Units: Years Nonrecurring: Yes Cost: 1,600 Shutdown Required: Yes |
Replace Seals |
Name: Replace Seals Action Type: Time-Based Maintenance (Preventative) (PM) Interval: 2 Interval Units: Years Nonrecurring: No Cost: 2,000 Shutdown Required: Yes |
Vibration Analysis |
Name: Vibration Analysis Action Type: Condition-Based Maintenance (Predictive) (CM) Interval: 3 Interval Units: Weeks Nonrecurring: No Cost: 0 Shutdown Required: No |
Risk Data
The following table shows the example data stored in the Risk records (and the corresponding Risk Assessment records) that are linked to the Active Strategy record with the ID Water Pump Strategy. It also shows which Action records represent actions that mitigate the risk.
Risk | Risk Values | Mitigating Action Values |
---|---|---|
Seal Failure |
Name: Seal Failure Unmitigated Risk Rank: 150.6 Unmitigated Financial Risk: 690.00 |
Name: Replace Seals Mitigated Risk Rank: 3.6 Mitigated Financial Risk: 230.00 |
Bearing Failure |
Name: Bearing Failure Unmitigated Risk Rank: 306 Unmitigated Financial Risk: 1,080.00 |
Name: Vibration Analysis Mitigated Risk Rank: 3.6 Mitigated Financial Risk: 360.00 |
Impeller Failure |
Name: Impeller Failure Unmitigated Risk Rank: 156 Unmitigated Financial Risk: 165.00 |
Name: Replace Seals Unmitigated Risk Rank: 1.5 Unmitigated Financial Risk: 55.00 |
Action Data
The following table shows the example data stored in the Action records that are linked to the Proposed Strategy record with the ID Water Pump Strategy.
Action | Values |
---|---|
Redesign Impellers |
Name: Redesign Impellers Action Type: Redesign (DSM) Interval: 3 Interval Units: Years Nonrecurring: Yes Cost: 1,800 Shutdown Required: Yes |
Replace Seals |
Name: Replace Seals Action Type: Time-Based Maintenance (Preventative) (PM) Interval: 2 Interval Units: Years Nonrecurring: No Cost: 1,500 Shutdown Required: Yes |
Vibration Analysis |
Name: Vibration Analysis Action Type: Condition-Based Maintenance (Predictive) (CM) Condition Monitoring Type: Periodic Interval: 4 Interval Units: Weeks Nonrecurring: No Cost: 0 Shutdown Required: No |
Risk Data
The following table shows the example data stored in the Risk records (and the corresponding Risk Assessment records) that are linked to the Proposed Strategy record with the ID Water Pump Strategy. It also shows which Action records represent actions that help mitigate the risk.
Risk | Risk Values | Mitigating Action Values |
---|---|---|
Seal Failure |
Name: Seal Failure Unmitigated Risk Rank: 150.6 Unmitigated Financial Risk: 690.00 |
Name: Replace Seals Mitigated Risk Rank: 3.6 Mitigated Financial Risk: 225.00 |
Bearing Failure |
Name: Bearing Failure Unmitigated Risk Rank: 306 Unmitigated Financial Risk: 1,080.00 |
Name: Vibration Analysis Mitigated Risk Rank: 3.2 Mitigated Financial Risk: 360.00 |
Impeller Failure |
Name: Impeller Failure Unmitigated Risk Rank: 306 Unmitigated Financial Risk: 165.00 |
Name: Replace Seals Unmitigated Risk Rank: 1.5 Unmitigated Financial Risk: 55.00 |
Active Scenario and Proposed Scenario
Action Data
The following table shows the example data that is used in the Actions that are defined for the Water Pump Strategy and belong to the Active Scenario. Because the Active Scenario always reflects data that was mapped from ASM and these values cannot be changed, this table includes only the values that are specific to ASO and were not mapped from ASM.
Action | Mitigated Risk | Source | Values |
---|---|---|---|
Redesign Impellers | Impeller Failure | System Special Action |
Duration: 2 Duration Units: Weeks Replace Failure Consequence: Yes Replace TTF Distribution: Yes |
System Risk Assessment | Mitigated Unplanned Correction Cost: 1000^1 | ||
Weibull |
Name: New TTF Distribution Distribution Type: Weibull Time Unit: Months Beta: 4 Eta: 48 Gamma: 0 | ||
Replace Seals | Seal Failure | System Preventive Maintenance |
Duration: 1 Duration Units: Days |
Vibration Analysis | Bearing Failure | System Inspection |
Duration: 1 Duration Units: Hours Detection Probability (%): 90 |
Risk Data
The following table shows the example data that is used in the Risks that are defined for the Water Pump Strategy and belong to the Active Scenario. Note that this table includes only the values that are specific to ASO and were not mapped from ASM.
Risk | Mitigating Action | Source | Values |
---|---|---|---|
Seal Failure | Replace Seals | System Risk |
Last Failure: 1/1/1999 12:00:00 AM Fixed Unplanned Correction Cost: 1500 Variable Unplanned Correction Cost: 1000 Variable Unplanned Correction Cost Units: Per Day Planned Correction Cost: 1000 Planned Correction Duration: 12 Planned Correction Duration Units: Hours Is Active: Yes Is Latent: No Failure Without Replacement: No Number of Subcomponents: 1 PF Interval: 30 PF Interval Units: Days Repair Immediately: Yes Percentage of PF Interval to Wait (%): 0 |
Weibull |
Name: TTF Distribution Distribution Type: Weibull Time Unit: Years Beta: 4 Eta: 3 Gamma: 0 Enable Distribution Association: No | ||
Normal |
Name: TTR Distribution Distribution Type: SingleValue Time Unit: Hours Value: 12 Enable Distribution Association: No | ||
Bearing Failure | Vibration Analysis | System Risk |
Last Failure: 1/1/1999 12:00:00 AM Fixed Unplanned Correction Cost: 2000 Variable Unplanned Correction Cost: 1000 Variable Unplanned Correction Cost Units: Per Day Planned Correction Cost: 1000 Planned Correction Duration: 4 Planned Correction Duration Units: Hours Is Active: Yes Is Latent: No Failure Without Replacement: No Number of Subcomponents: 1 PF Interval: 6 PF Interval Units: Weeks Repair Immediately: Yes Percentage of PF Interval to Wait (%): 0 |
Exponential |
Name: TTF Distribution Distribution Type: Exponential Time Unit: Months Value: 60 Enable Distribution Association: No | ||
Exponential |
Name: TTR Distribution Distribution Type: Exponential Time Unit: Hours MTTR: 8 Enable Distribution Association: No | ||
Impeller Failure | Redesign Impellers | System Risk |
Last Failure: 1/1/1999 12:00:00 AM Fixed Unplanned Correction Cost: 1500 Variable Unplanned Correction Cost: 1000 Variable Unplanned Correction Cost Units: Per Day Planned Correction Cost: 1000 Planned Correction Duration: 4 Planned Correction Duration Units: Hours Is Active: Yes Is Latent: No Failure Without Replacement: No Number of Subcomponents: 1 PF Interval: 0 PF Interval Units: Days Repair Immediately: Yes Percentage of PF Interval to Wait (%): 0 |
Exponential |
Name: TTF Distribution Distribution Type: Exponential Time Unit: Months Value: 24 Enable Distribution Association: No | ||
Normal |
Name: TTR Distribution Distribution Type: SingleValue Time Unit: Hours Value: 12 Enable Distribution Association: No |
Action Data
The following table shows the example data that is used in the Actions that are defined for the Water Pump Strategy and belong to the Proposed Scenario. Because you can change the values that were originally mapped from ASM to a Proposed Scenario, this table includes the values that are specific to ASO and those that were mapped from ASM. In our example, however, we have not changed these values from their original ASM values. To distinguish between the two types of values, values that were mapped from ASM are colored gray in the table.
Action | Mitigated Risk | Source | Values |
---|---|---|---|
Redesign Impellers | Impeller Failure | System Special Action |
Name: Redesign Impellers Action Type: Redesign (DSN) Action Cost: 1600 Interval: 2 Interval Units: Years Duration: 1.5 Duration Units: Weeks Shutdown Required: Yes One Time Action: Yes Replace Failure Consequence: Yes Replace TTF Distribution: Yes |
System Risk Assessment | Mitigated Unplanned Correction Cost: 1000^1 | ||
Weibull |
Name: New TTF Distribution Distribution Type: Weibull Time Unit: Months Beta: 4 Eta: 48 Gamma: 0 | ||
Replace Seals | Seal Failure | System Preventive Maintenance |
Name: Replace Seals Action Type: Time-Based Maintenance (Preventive) (PM) Action Cost: 2000 Interval: 2 Interval Units: Years Duration: .5 Duration Units: Days Shutdown Required: Yes One Time Action: No |
Vibration Analysis | Bearing Failure | System Inspection |
Name: Vibration Analysis Action Type: Condition-Based Maintenance (Predictive) (CM) Condition Monitoring Type: Periodic Action Cost: 0 Interval: 3 Interval Units: Weeks Duration: 1 Duration Units: Hours Shutdown Required: No One Time Action: No Detection Probability (%): 100 |
Risk Data
The following table shows the example data that is used in the Risks that are defined for the Water Pump Strategy and belong to the Proposed Scenario. Because you can change the values that were originally mapped from ASM to a Proposed Scenario, this table includes the values that are specific to ASO and those that were mapped from ASM. In our example, however, we have not changed these values from their original ASM values. To distinguish between the two types of values, values that were mapped from ASM are colored gray in the table.
Risk | Mitigating Action | Source | Values |
---|---|---|---|
Seal Failure | Replace Seals | System Risk |
Name: Seal Failure Last Failure: 1/1/1999 12:00:00 AM Fixed Unplanned Correction Cost: 1500 Variable Unplanned Correction Cost: 1000 Variable Unplanned Correction Cost Units: Per Day Planned Correction Cost: 1000 Planned Correction Duration: 8 Planned Correction Duration Units: Hours Is Active: Yes Is Latent: No Failure Without Replacement: No Number of Subcomponents: 1 PF Interval: 30 PF Interval Units: Days Repair Immediately: Yes Percentage of PF Interval to Wait (%): 0 |
Weibull |
Name: TTF Distribution Distribution Type: Weibull Time Unit: Years Beta: 4 Eta: 3 Gamma: 0 Enable Distribution Association: No | ||
Normal |
Name: TTR Distribution Distribution Type: SingleValue Time Unit: Hours Value: 12 Enable Distribution Association: No | ||
Bearing Failure | Vibration Analysis | System Risk |
Name: Bearing Failure Last Failure: 1/1/1999 12:00:00 AM Fixed Unplanned Correction Cost: 2000 Variable Unplanned Correction Cost: 1000 Variable Unplanned Correction Cost Units: Per Day Planned Correction Cost: 800 Planned Correction Duration: 2 Planned Correction Duration Units: Hours Is Active: Yes Is Latent: No Failure Without Replacement: No Number of Subcomponents: 1 PF Interval: 6 PF Interval Units: Weeks Repair Immediately: Yes Percentage of PF Interval to Wait (%): 0 |
Exponential |
Name: TTF Distribution Distribution Type: Exponential Time Unit: Months Value: 60 Enable Distribution Association: No | ||
Exponential |
Name: TTR Distribution Distribution Type: Exponential Time Unit: Hours MTTR: 8 Enable Distribution Association: No | ||
Impeller Failure | Redesign Impellers | System Risk |
Name: Impeller Failure Last Failure: 1/1/1999 12:00:00 AM Fixed Unplanned Correction Cost: 1500 Variable Unplanned Correction Cost: 1000 Variable Unplanned Correction Cost Units: Per Day Planned Correction Cost: 600 Planned Correction Duration: 3 Planned Correction Duration Units: Hours Is Active: Yes Is Latent: No Failure Without Replacement: No Number of Subcomponents: 1 PF Interval: 0 PF Interval Units: Days Repair Immediately: Yes Percentage of PF Interval to Wait (%): 0 |
Exponential |
Name: TTF Distribution Distribution Type: Exponential Time Unit: Months Value: 24 Enable Distribution Association: No | ||
Normal |
Name: TTR Distribution Distribution Type: SingleValue Time Unit: Hours Value: 12 Enable Distribution Association: No |