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The scope of the Wintell platform is to supervise optimally operations and health of wind mills. As a result, wind turbines availability and performance will be significantly improved. Advanced machine learning algorithms, called Smart agents, are monitoring several hundred parameters per turbine to continuously diagnose health and operational performance of the system. As soon as abnormal situations are detected, these are reported and end-users are notified. The system provides reporting facilities and alleviates the workflow of end-users.
Check Status of Smart Agent
To check status of smart agent:
- Click at the name of the Wind Turbine.
- Click at Health status tab.
- Click Agent Name.
- Turbine state appears with status of agent, data it ran and description of status.
Create New Agent using the Wintell portal
To create new Agent:
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- Click Health Status tab in Asset.
- Click
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- New.
- In General tab, put the Period (sec), defines the repeat interval in which the smart agent will run.
- Put Title, name of the agent.
- Detail the smart agent principle in Description, it contains the detailed information about the agent.
- Define the History source, eDNA per default.
- Choose Status, the type of agent. The default type if Tag. The options are: Tag, Script, Datamaestro, Stored Script and External.
Agent Type Description Tag It consists in establishing a threshold value to a respective status (OPERATIONAL, WARNING, ALARM, SERVICE and FAILED). It is possible to connect one or more equipment with one or more tags, selected from a list. The equipment identification number is the one used for the CMMS - Senergy.
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Script It consists in writing a JAVAscript using a script interface. The script can be tested before being implemented. Datamaestro It is based on a DATAmaestro Analytics predictive model. Stored Script It runs on wintell hub. Can perform simple computations or do the association with external libraries. External It runs outside the wintell hub. Push the results periodically to the WINTELL hub through a web API.
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- The Definition tab changes depending on the agent type.
- Define the History source, eDNA per default.
Create Tag agent
To create new Tag agent:
- Click Health status tab in Asset.
- Click
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- New button.
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- In General tab, put Period (in seconds).
- Define the agent scope in Description field - it sets the Agent’s name.
- Put History source, if other than eDNA.
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- In Definition tab, put status Thresholds.
Select Status: OPERATIONAL, WARNING, ALARM, SERVICE and FAIL.
Status Description Operational Equipment is working appropriately Warning There is a possible danger or problem in the near future Alarm Indication of fault Service Equipment is in maintenance Failed Equipment failed - Put a Threshold value.
- Click Add button.
- Click Remove Selected, to discard a Threshold.
- Select Equipment Tags in Bindings , used for creating the models. Search the tags using the filter
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- . The equipment field is filled automatically. Click Remove Selected, to discard a tag.
- Click Save.
Create DATAmaestro agent
To create new DATAmaestro agent:
Beforehand, the predictive model must be created in DATAmaestro Analytics.- Click Health status tab in Asset.
- Click New button.
- In General tab, put Period (in seconds).
- Define the agent scope in Description field - it sets the Agent’s name.
- Put History source, if other than eDNA.
- In Definition tab, put Equipment number. This field is filled automatically.
- Put DATAmaestro Project name. Example: /wintell/XXX.dm.project
- Put Task name. It is
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- the name of the model
- Put status Thresholds.
Select Status: OPERATIONAL, WARNING, ALARM, SERVICE and FAIL.
Status Description Operational Equipment is working appropriately Warning There is a possible danger or problem in the near future Alarm Indication of fault Service Equipment is in maintenance Failed Equipment failed - Put a Threshold value.
- Click Add button.
- Click Remove Selected, to discard a Threshold.
Create Text agent
To create new Text agent:
- Click Health status tab in Asset.
- Click + Create button.
- Select Text.
- Put Period (in seconds).
- Define the agent scope in Description field - agent’s name.
- Put History source, if other than eDNA.
- Write the text Script. Select tags in Tags. There is Help tab for JAVAscript tutorial with some important elements of the code.
- Click Save.
Create Script agent
To create new Script agent:
Click Health status tab in Asset.
Click + Create button.
Select Script.
Put Period (in seconds).
Define the agent scope in Description field - agent’s name.
Put History source, if other than eDNA.
Put the Path.
Click Save.
Create External agent
To create new External agent:
Click Health status tab in Asset.
Click + Create button.
Select External.
Put Period (in seconds).
Define the agent scope in Description field - agent’s name.
Click Save.
Edit Agent
To edit an agent:
Click Health status in Asset.
Click the Edit Icon (pencil) for the agent to be edited.
Make changes. Click Save.
Delete Agent
To delete an agent:
Click Health status tab.
Click the Delete Icon (Litter) beside the agent to be deleted.
Message windows: “Do you really want to delete Agent Name?”. Click OK.
Visualize Agent
To view agent information:
Click Health status tab in Asset.
Click + View, options: History, Actions and Associations.
Click at the Agent name and click History. The history of the changes of agent status is shown - History of Agent Name.
Click Actions, it shows the actions for all agents.
Click Associations, it shows the relations between the agent and the actions: Actions associated to Agent. The agent can be associated to one or more actions.
Example: Actions associated to Test Agent
Send mail when Alarm
Send request to CMMS when WTG failed (warning => alarm)
Send request to CMMS when WTG failed (operational => warning)