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
portail (to continue)portal
To create new Agent:
- Click Health Status tab in Asset.
- Click + Create, options: Tag, Text, 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. Text It consists in writing a JAVAscript using a script interface. The script can be tested before being implemented. Script runs on wintell hub. Can perform simple computations or do the association with external libraries. External runs outside the wintell hub. Push the results periodically to the WINTELL hub through a web API. - 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 DescriptionDescription, it contains the detailed information about the agent.
- Define the History source, eDNA per default.
Create Tag agent
To create new Tag agent:
Status- Click Agent Health status tab in Asset.
- Click + Create button.
- Put Period (in seconds).
- Define the agent scope in Description field - it sets the Agent’s name.
- Put History source, if other than eDNA.
- Define 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 Select Equipment Tagsin in Bindings , used for creating the models. Search the tags using the filter. Click Remove Click Remove Selected, to discard a tag.
- Click Save.
Create DATAmaestro agent
To create new DATAmaestro agent:
It is possible to create a DATAmaestro agent using the DATAmaestro Indicator. The DM Indicator has to must be created beforehand and stored in the DM Lake.Create Text agent
To create new Text agent:
- Click Agents Click Health status tab in Asset.
- Click + Create buttonCreate button.
- Select TextSelect Text.
- Put Period Put Period (in seconds).
- Define the agent scope in Description field in Description field - agent’s name.
- Put History Put History source, if other than eDNA.
- Write the text Script. Select tags in Tags. There is Help tab is Help tab for JAVAscript tutorial with some important elements of the code.
- Click SaveClick Save.
Create Script agent
To create new Script agent:
Click Agent 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 Agents 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 Agents in Click Health status in Asset.
Click the Edit Icon the Edit Icon (pencil) for the agent to be edited.
Make changes. Click SaveClick Save.
Delete Agent
To delete an agent:
Click Management in main menu.
Click Agent.
Click the Delete Icon Click Health status tab.
Click the Delete Icon (Litter) for 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 Agents 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 - Actions.
Click Associations, it shows the relations between the agent and the actions: Actions associated to Agent Name. . 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)