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The recommendations give a quick overview of the actions which should be prioritized. The recommendations are calculated for possible cost savings (€), energy consumption savings (kWh) and CO2 emission savings (kg) on an annual basis. These are not exact forecasts. The maintained energy prices and CO2 emission factors of the building are taken into account.<img src="https://cdn-assets.productfruits.com/809b7166-00ca-4965-b691-ffa55912c0de" alt="" data-position="full" data-width="75.56390977443608%" data-height="auto" class="lexical-inline-image position-full" style="z-index: 20;"><h4 class="LexTKB__h4" dir="ltr" style="text-align: center;">Figure 1: Overview of identified recommendations by analysis function</h4>

<h2 class="LexTKB__h2" dir="ltr">Components</h2>aedifion offers automatically generated recommendations to increase the efficiency and operational quality of building services systems. The following functions can only be used if the product <a href="https://docs.aedifion.io/en/products/analytics/" target="_blank" rel="noopener noreferrer" class="LexTKB__link">aedifion.analytics</a> is booked.Digital twins of the individual building systems are required so that analyses can be performed automatically. Instructions on how to create digital twins, also called component, can be found in the section <a href="https://help.aedifion.io/en/article/create-and-map-new-components" target="_blank" rel="noopener noreferrer" class="LexTKB__link">"Create and map new components"</a>. There are a variety of component types that can be used to create digital twins, each of which can be stored as a component any number of times per building, such as the component type <a href="https://docs.aedifion.io/en/products/analytics/component-models/#heating-circuit" target="_blank" rel="noopener noreferrer" class="LexTKB__link">heating circuit</a>. Analyses including recommendations for action, urgency and key figures are assigned to the individual components in each case.<h2 class="LexTKB__h2" dir="ltr">Analyses</h2>Specific analyses such as "Setpoint Deviation" are stored for each component. Each analysis uses the data summarized in components and automatically evaluates the operating status of the digital twin in question. As a result, the analysis shows specific recommendations for action, urgency and key figures. These differ from component to component.<img src="https://docs.aedifion.io/en/products/io/images/frontend/analytics-results.png" alt="frontend-project-overview" data-position="full" data-width="90%" data-height="auto" class="lexical-inline-image position-full" style="z-index: 20;"><h4 class="LexTKB__h4" dir="ltr" style="text-align: center;">Figure 1: Overview of the analyses for the component Heating Circuit 4</h4>In order to perform analyses, the individual components must be created and the necessary datapoints assigned<h2 class="LexTKB__h2" dir="ltr">Recommendations</h2><img src="https://docs.aedifion.io/en/products/io/images/frontend/analytics-results2.png" alt="frontend-project-overview" data-position="full" data-width="90%" data-height="auto" class="lexical-inline-image position-full" style="z-index: 20;"><h4 class="LexTKB__h4" dir="ltr" style="text-align: center;">Figure 2: View of the analysis results on the Optimization page</h4>The recommended actions are structured to provide easy-to-acquire insights and quick-to-implement actions to improve operational performance. The recommendations for action are identified by qualitative warning levels as traffic light colors.Red: Suboptimal performance. Improvement has strong impact or optimization effort is moderate.Yellow: Suboptimal performance. Effort could be higher than benefit. Implement measure in the course of maintenance work.Green: Performance is satisfactory. No measure is recommended.<h2 class="LexTKB__h2" dir="ltr">KPIs</h2>Key performance indicators (KPIs) and time series are very individual for each function and are explained in the respective specification of each analysis function under results.<img src="https://cdn-assets.productfruits.com/602023ac-232f-4e60-bd9b-8a04f65088c9" alt="" data-position="full" data-width="87.29323308270676%" data-height="auto" class="lexical-inline-image position-full" style="z-index: 20;">Figure 3: Recommendations and KPIs

The checklist is used to create and manage tasks. Tasks can be created with reference to components or individual analysis results as well as without a specific assignment. The overview shows the title of the task, the name of the associated digital twin, the expected annual savings potential (if this can be quantified), the start date, the person responsible and the current processing status. An end date and comments can also be added to the tasks. This information can be viewed in the detailed view.<img src="https://cdn-assets.productfruits.com/4d07b4bf-d86a-4c2c-87dc-7c42d77c179b" alt="" data-position="full" data-width="89.84962406015038%" data-height="auto" class="lexical-inline-image position-full" style="z-index: 20;"><h4 class="LexTKB__h4" dir="ltr" style="text-align: center;">Figure 1: Checklist with task description, component reference and the person responsible for implementation</h4><h2 class="LexTKB__h2" dir="ltr">Create a new task</h2>New tasks can be added by company administrators using the “New task” button in the top right-hand corner. Clicking on this button opens a modal in which the following information can be added:<ul class="LexTKB__ul"><li value="1" class="LexTKB__listItem">Priority (default: Medium)</li><li value="2" class="LexTKB__listItem">Task title (mandatory field)</li><li value="3" class="LexTKB__listItem">Task description</li><li value="4" class="LexTKB__listItem">Component ID</li><li value="5" class="LexTKB__listItem">ID of the analysis result</li><li value="6" class="LexTKB__listItem">Start date</li><li value="7" class="LexTKB__listItem">End date</li><li value="8" class="LexTKB__listItem">Assignee</li><li value="9" class="LexTKB__listItem">Status of the task</li></ul>The task is created by clicking on "Create task”.<img src="https://cdn-assets.productfruits.com/45442b2e-fdad-48d7-a9d4-bb5e086f9b53" alt="" data-position="full" data-width="50%" data-height="auto" class="lexical-inline-image position-full" style="z-index: 20;"><h4 class="LexTKB__h4" dir="ltr" style="text-align: center;">Figure 2: Create a new task</h4>After successful creation, the component ID is replaced by the component name. The result ID is replaced by the short interpretation of the analysis result. In addition, if possible, the annual savings potential of this result is requested and used.<img src="https://cdn-assets.productfruits.com/86aac176-93a3-4c2b-b6d1-b0309c427c74" alt="" data-position="full" data-width="50%" data-height="auto" class="lexical-inline-image position-full" style="z-index: 20;"><h4 class="LexTKB__h4" dir="ltr" style="text-align: center;">Figure 3: Details view of a task</h4><h2 class="LexTKB__h2" dir="ltr">Edit an existing task</h2>Information on the tickets created can be edited using the “Details” button. The following information can be changed:<ul class="LexTKB__ul"><li value="1" class="LexTKB__listItem">Priority</li><li value="2" class="LexTKB__listItem">Title</li><li value="3" class="LexTKB__listItem">Description</li><li value="4" class="LexTKB__listItem">Start and end date</li><li value="5" class="LexTKB__listItem">Status</li></ul>To make changes, simply click on the field and then either enter the new information or select it from the options displayed. Changes are saved automatically.<h2 class="LexTKB__h2" dir="ltr">Delete a task</h2>To delete tasks, you first need to open the details view. You can then initiate a deletion using the three dots and the "Delete task” button.<img src="https://cdn-assets.productfruits.com/d5cf759d-0e3a-4597-a97a-915115372fa6" alt="" data-position="full" data-width="50%" data-height="auto" class="lexical-inline-image position-full" style="z-index: 20;"><h4 class="LexTKB__h4" dir="ltr" style="text-align: center;">Figure 4: Delete a task</h4>After clicking on "Delete task”, a window opens in which the deletion of the task must be confirmed. After confirmation, the task is removed from the list and can no longer be displayed. Both company and project administrators can delete tasks.<h2 class="LexTKB__h2" dir="ltr">Comments</h2>In order to log information and discussions, but also instructions, comments can be added to the created tickets. If there are no comments yet, an initial comment can be created by clicking on the “Add comment” button.<img src="https://cdn-assets.productfruits.com/89a3a207-5611-472e-a24f-bd951fc39c58" alt="" data-position="full" data-width="50%" data-height="auto" class="lexical-inline-image position-full" style="z-index: 20;"><h4 class="LexTKB__h4" dir="ltr" style="text-align: center;">Figure 5: Add a new comment</h4>If comments already exist, further comments can be added using the plus button to the right of the “Comments” heading. The comments are displayed in chronological order, the last comment is always at the top of the list.<img src="https://cdn-assets.productfruits.com/e364f8cf-ee9e-40c4-b53c-7f12853ba7af" alt="" data-position="full" data-width="50%" data-height="auto" class="lexical-inline-image position-full" style="z-index: 20;"><h4 class="LexTKB__h4" dir="ltr" style="text-align: center;">Figure 6: Details view with comments</h4>

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