PMQ考试题目

PMQ考试题目
1. A customer wants to know what the role of Master Data Management is in PMQ. What this role？
A. storage of event data
B. orchestration of data
C. decision optimization
D. capture and modification of asset data
1.答案是D
2. A major timber provider owns several sawmills and a fleet of trucks used for delivery
Which three benefits would be expected by implementing PMQ?（choose three）
A.less production time lost in the sawmill due to machine failure
B.more accurate demand forecasting for timber purchases
C.fuel savings through optimized delivery route planning
D.improved product quality through identifying and addressing production issues in the
sawmills
E.more reliable delivery through increased availability of trucks
2.答案是ACD
3. A global petroleum company wants to increase asset utilization and reliability in a remote environment. Specifically it wants to find out which asset drilling platform are more prone to the fierce icy conditions and the level of degradation of working assets
Regarding PMQ，which two predictive modeling streams within SPSS Modeler would you use？（Choose two）
e preventative analysis，calculate the expected future lifetime of an asset and its sub
parts
e a survival model that takes into account weather conditions and seasonality
e continuous real-time monitoring of machine or asset health，and prediction of
potential machine faults using the Health Score Model
e a resource optimization model assuming staffing constraints in harsh weather
conditions
3.答案是AC
4. A customer is performing a multi-stage PMQ event orchestration
Where are messages held between the orchestration stages？
A.In the Analytic Data Store
B.In a log file
C.In system memory
D.In a message queue
4.答案是D
5. A client wants to develop a predictive model that has the capability to continuously monitor machine or asset health and to predict potential machine faults in real-time
Which data are used to accomplish this task？（Choose three）
A.Cost data
B.Work order ID data
C.Historical defect data
D.Operational information data
E.Environmental sensor data
5.答案是CDE
6. A prospective customer is questioning why IBM Integration Bus is part of the PMQ solution and how critical is its function to PMQ.
What are two examples of this critical function？（Choose two）
A.Asset profile storage
B.Data orchestration
C.Connections to external data sources
D.Decision optimization
6.答案是BC
7. An electricity generating company is trying to reduce the number，frequency，and severity of outages。

They are using a PMQ implementation to help predict when a turbine is likely to fail Which three data sources would be used in this scenario？（Choose three）
A.Vibration readings from sensors on the turbine casing
B.Text from maintenance and inspection logs
C.Historical and current electricity price trends
D.Historical information on past failures and repairs
E.Satisfaction surveys from electricity consumers
7.答案是ABD
8. How is real-time write back of PMQ data to an external system performed？
A. using a Web service call in IBM Integration Bus that takes place as part of a PMQ orchestration
B. using a Web service call in SPSS Modeler that takes place as part of a PMQ orchestration
C. using a Web service call in SPSS Decision Management that takes place as part of a PMQ orchestration
D. using IBM DataStage
8.答案是C
9. How are real-time scoring outputs written to the PMQ data store？
A. database updates in an SPSS Modeler stream by CADS batches
B. database updates in IBM Integration Bus
C. processed using data custom Java code
D. processed as new PMQ events
9.答案是D
10. In which three situations would PMQ be a good choice to help address a company‘s
requirements？（Choose three）
A. A manufacturer of hard disks wants to reduce the number of warranty returns
B. A water company wants to predict sewage overflow based solely on rainfall data
C. A water company wants to predict sewage leakage based on sewer construction，details of properties connected，environment readings
D. An electricity company wants to make more efficient use of the team who maintains and repairs their distribution network
E. A trucking company wants to predict payroll costs for permanent and contact drivers on a three-month rolling basis
10.答案是ACD
11. In which order should data be loaded into PMQ？
A. metadata，master data，event data
B. master data，metadata，event data
C. event data，master data，metadata
D. event data，metadata，master
11.答案是B
12. New Manufacturing Quality modeling is comprised of.
A. inspection quality during production，warranty analytics，and vintage tracking
B. enhanced Maximo integration with failure event capture
C. analytic foundation with new orchestration APIs
D. top failure causes report and drill through
12.答案是A
13. Three related measurements of an asset are arriving as a PMQ event at the same time into the PMQ solution。

How should the data be stored？
A. 1 event and 3 event observations
B. 3 events and 3 event observations
C. 6 events
D. 1 event observation and 3 events
13.答案是A
14. The maintenance staff wants to learn how likely an asset is to fail
Which output of the Maintenance Predictive Model would be used to help determines this outcome？
A.Required labor hours
bor cost reduction
C.Predicted number of replacement parts
D.Health score of the equipment for each day
14.答案是D
15. Using the CRISP-DM process，after the business objective has been defined，which two questions should be asked to learn more about the data？（Choose two）
A. Which types of asset data are available for analysis？
B. Which types of information should be collected in the future？
C. Is the data sufficient for analysis？
D. which factors are most important in maintaining the asset？
15.答案是AC
16. What is the role of IBM Integration Bus in transforming data into a format that can be used in PMQ？
A．In IBM Integration Bus，the graphical mapper acts as the data transform
B. IBM Integration Bus complicated event data mapping，without resorting to any programming
C. KPIs are calculated before the data structure is brought into the correct format，then ported into event tables in the data store
D. KPIs are calculated after the data structure is brought into the correct format，then ported into event tables in the data store
16.答案是A
17. What is used to write events to the PMQ database？
A. Service Adapter
B. Event Store Adapter
C. Calculation Invocation
D. Profile Row Selector
17.答案是B
18. What are two customer benefits of IBM Predictive Maintenance and Quality？（choose two）
A. Increases employee retention
B. Reduces operational costs
C. Improves asset productivity and increases process efficiency
D. Allocates maintenance budgets
18.答案是BC
19. What are two put-of-the-box event formats supported in PMQ？（Choose two）
A. .csv
B. .dmp
C. .etl
D. .xml
19.答案是AD
20. What are two use cases for PMQ？（Choose two）
A. field asset maintenance
B. customer retention
C. process quality
D. weather forecasting
20.答案是AC
21. What are three sources from which PMQ analyzes data？（Choose three）
A. video feed data
B. environmental data
C. manufacturing data
D. billing data
E. machine data
21.答案是BCE
22. What are two ways to display the Health Score Model output？（Choose two）
A. Model Predictor Coefficients
B. Health Score Contributor
C. scoring equation
D. Health Score Trend
22.答案是BD
23. What is a typical predictive model used in a Predictive Maintenance and Quality project？
A. customer churn predictive model
B. price optimization model
C. health score model
D. risk detection predictive model
23.答案是C
24. What should you do first when encountering a timeout error when using the PMQ Deployment Wizard？
A. Continue with install；timeout errors may be safely ignored
B. Abort the installation and restart after logging in as “root”
C. Abort install and restart after upgrading the CPU of installation server
D. Click the “back”button to access the list of deployment tasks；rerun only those tasks that failed to complete
24.答案是D
25. What two assumptions in the Health Score Model？（Choose two）
A. The lower the health score，the “sicker”the asset
B. Failure events fit a Poisson distribution
C. A multinational logistic algorithm is used
D. Binary target fields are used
25.答案是AC
26. What are three ways to distinguish between the roles of SPSS Modeler and SPSS CADS within PMQ？（Choose three）
A. SPSS CADS can create data models
B. SPSS CADS can interface with various applications which generate model outputs
C. SPSS Modeler is primarily meant for model building
D. SPSS CADS is a deployment engine which can initiate multiple modeler streams
E. SPSS Modeler can construct flexible analytical processes that can be deployed throughout a client‘s operations
26.答案是BCE
27. What are three causes for an error received when using the “Test Connections”function of the installer？（Choose three）
A. The hostname or IP address is entered incorrectly
B. There are invalid cryptographic keys
C. There are missing entries in the etc/hosts file
D. There is a incorrect database login
E. The firewall is blocking requests
27.答案是ACE
28. What is the default strategy for loading master data in PMQ？
A. Master data is loaded from an external database；PMQ polls the database for updates
B. PMQ polls for data files in a file system directory；files must be named according to a predefined naming convention
C. PMQ loads master data from a relational staging table
D. Master data should be loaded directly into the PMQ database tables using an external operation
28.答案是B
29. What are three examples of orchestration？（Choose three）
A. scoring event data
B. loading Batch event data
C. reporting recommended actions
D. applying business rules to the data
E. disabling work order creation
29.答案是ABD
30. When an adapter class is executed，which XML tag describes how observations with specific measurement types update specific profile tables？
A. <event_orchestration_mapping>
B. <adapter_class>
C. <adapter_configuration>
D. <observation_profile_update>
30.答案是C
31. When performing real-time scoring，Where is the transformation logic defined that maps the PMQ structure to the SPSS model structure？
A. IBM Integration Bus
B. model.xml
C. orchestration.xml
D. IBM Cognos Framework Manager
31.答案是C
32. When processing incoming data in real-time，where is the-map defined that describes the transformation of incoming data
A. solution.xml
B. model.xml
C. IBM Integration Bus
D. SPSS Modeler
32.答案是A
33. When loading event data，how should you refer to master data entities？
A. by created date
B. by description
C. by business key
D. by surrogate key
33.答案是C
34. Where is the calculation logic for computing real-time profile variables and KPIs from defined events？
A. SPSS Modeler
B. Maximo
C. an orchestration.xml file
D. IBM Cognos Framework Manager
34.答案是C
35. Which component of the PMQ architecture is responsible for formulating recommended actions？
A. Analytic Data Srore
B. Decision Management
C. Master Data
D. Dashboards
35.答案是B
36. Which statement about master data is correct？
A. It cannot arrive from external systems
B. It is real-time data that must arrive from field-level systems
C. It is pre populated with PMQ installation and cannot be changed
D. It can come from manufacturing engineering systems（MES）such as IBM Maximo，or other
36.答案是D
37. Which two are required for loading master data in PMQ？（Choose two）
A. A file is placed in the file input directory（\masterdatain）
B. IBM Integration Bus retrieves and stores and data from the database as required
C. The default format is a CSV file or XML feeds
D. A flow in IBM Integration Bus reads and processes it and then removes it from the directory
37.答案是AD
38. Which operation is performed using a PMQ orchestration？
A. viewing BI reports
B. aggregating data
C. publishing Framework Manager models
D. developing message flows
38.答案是B
39. Which two actions are performed with the combine application template in IBM Analytical Decision Management？（Choose two）
A. Combine score value ranges with business rule impact
B. Combine versions of predictive models
C. Define logical business rules
D. Define running version of score or rules
39.答案是AC
40. Which three databases should be created after the installation of all the components of the IBM Predictive Maintenance and Quality（PMQ）server？
A. Cognos database（COG102DB）
B. Master Data Management database（MAMDB）
C. Integration Bus database（IBDB）
D. SPSS database（SPSSDB）
E. Collaboration and Deployment Services database（C&DSDB）
40.答案是ABD
41. Which operating system is supported by PMQ Client installer？
A. Microsoft Windows 7 64 bit
B. Microsoft Windows XP
C. Red hat Enterprise Linux 6.5
D. Microsoft Windows Server 2012
41.答案是A
42. Which three statement accurately describe how organizations use PMQ？（Choose three）
A. Users of PMQ can also use the analytical components in a wide range of business areas。

Such as customer segmentation，financial forecasting，and fraud detection
B. The reports and dashboards provided by PMQ let users understand asset health and anticipate problems
C. PMQ can help identify and rectify quality issues that could otherwise lead to product recalls and reputational damage
D. Actionable information from PMQ is fed directly into the systems that manage assets and
maintenance activities
E. Organizations need to train all their engineers and maintenance staff in statistics，advanced analytics，and “data science”to use PMQ
42.答案是ABC
43. Which two statement are correct about PMQ Server Components installation？（Choose two）
A. The Express Deployment option uses default setting for all installed components
B. The Custom Deployment option the user to select installation locations，port numbers and component passwords
C. The Express Deployment option installs the operating system rpms required for PMQ
D. The Custom Deployment option does not allow the user to change port numbers
43.答案是AB
44. Which tool is used to edit PMQ reports？
A. IBM Cognos TM1
B. IBM Cognos Analysis Studio
C. IBM Cognos Insight
D. IBM Cognos Report Studio
44.答案是D
45. Which three activities are tied together in orchestration？（Choose three）
A. running predictive models
B. training predictive models
C. feeding data back to external systems
D. onboarding data
E. validating samples
45.答案是ACD
46. Which XML node is used to describe the orchestrations required for each type of event？
A. <observation_profile_update>
B. <adapter_class>
C. <adapter_configuration>
D. <event_orchestration_mapping>
46.答案是D
47．Which two PMQ database tables store the key performance indicators？（Choose two）
A. resource_kpi
B. event_kpi
C. kpi_results
D. process_kpi
47.答案是AD
48. Which type of data is exchanged between PMQ and Maximo？
A. event data
B. master data
C. health scores from maintenance models
D. quality inspection data
48.答案是B
49. Which PMQ database tables store event data？
A. event and event_observation
B. events and observations
C. sensor_events and sensor_observation
D. event_kpi and observation_kpi
49.答案是A
50. Which type of data is exchanged between PMQ and Maximo？
A. event data
B. master data
C. health scores from maintenance models
D. quality inspection data
50.答案是
51. With which enterprise asset management system does PMQ specifically integrate？
A. Informix
B. InfoSphere streams
C. Big Insights
D. Maximo
51.答案是D
52.You want to install the server artifacts.
Which operating system user permissions are required？
A . mqmuser
B. db2user
C. root or a user with sudo permissions
D. any user with execution rights to the server artifacts installer
52. 答案是C
53. You want to use IBM Collaboration and Deployment Services（C&DS）
Which three tasks of a predictive deployment can be performed？（Choose three）
A.Create business rules
B.Handle versions of scores
C.Run batch jobs
D.Run real-time jobs
E.Create predictive models
53.答案是ACE
54. You are building a report that shows the minimum，maximum，and average operating speed
for a pump。

Which measures dimension would you use？
A. Resource Profile
B. Resource KPI
C. Lifetime KPI
D. Resource Production Batch
54.答案是A
55. You are responsible for the maintenance of assets，your PMQ predictive models are built and running well。

What would be the next two goals for optimizing predictive maintenance planning？（Choose two）
A. profit maximization
B. downtime minimization
C. optimize claim management
D. next best offer
55.答案是AB
56. You want to deploy a working predictive model to real-time environment
Which two are required to accomplish this task？（Choose two）
A.predictive model
B.training data
C.Solution Publisher
D.IBM Collaboration and Deployment Service
56.答案是AB
57. You must build a root cause model in a PMQ project for a-special production step.
What information is required to properly prepare the data from the data audit node？（Choose three）
A.Summary statistics
B.Box plot
C.Distribution graphs
D.Correlations
E.Histogram
57.答案是ACE
58. You want to determine if an equipment temperature spike generally precedes a change in oil pressure. Which report would you use to accomplish task？
A. Actual vs. Plan
B. Top 10 Contributors
C. KPI Trending
D. Equipment Outliers
58.答案是C
59. You are creating a new report. The report will allow you to drill down from year to month to day. Which calendar object should you use in your report？
A. Physical Layer.CALENDAR.TEAR_NO
B. Logical Layer.Dimensions.Calendar.Year No
C. IBMPMQ.Calendar.Year.Year
D. Data Sources.IBMPMQ
59.答案是C。