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Analytics

The Analytics module in Battery Buddy is designed to help users visualize and analyze the behavior of key battery parameters over time. It enables engineers and service teams to:

  • Monitor real-time performance
  • Compare parameter fluctuations
  • Track trends across voltage, current, SoC, temperature, and other critical metrics

Analytics can be accessed from the left sidebar and offers two main viewing modes:

  • Graph View – Real-time or historical plots of selected parameters
  • Table View – Tabular display of recorded data with export functionality

Graph View

The Graph View provides a real-time, interactive line chart that plots selected battery parameters against a time axis. It allows zooming, panning, parameter selection, and live tooltips for precise insights.

Key Features of Graph View

1. Parameter Selection

  • Click the Select Parameters button to choose the metrics you want to plot (e.g., Pack Voltage, SOC, Current).
  • You can select from grouped categories like Cell Voltage, Temperature, and Fault Warnings.
  • Selected parameters appear as color-coded tags above the graph.
Parameter selection menu to customize graph display

2. Time Range Selection

  • Use the Time Range dropdown to set a view window.
  • Options include:
    • Preset: Last 5 minutes, 30 minutes, 1 hour, etc.
    • Custom: Manually choose start and end timestamps.
  • Toggle Real-time mode ON/OFF for live monitoring.
Adjustable time range with real-time toggle

3. Interactive Graph & Hover Tooltips

  • Hover anywhere on the graph to view parameter values at a specific time.
  • A tooltip shows values for all selected parameters with exact timestamp.
  • Lines are color-coded to match the parameter legend.

                 

Real-time values displayed with hover tool tips

4. Zoom & Scroll Timeline

  • A blue horizontal scroll bar below the chart enables zooming and panning.
  • Stretch or drag the handles to focus on a narrower time window.
Zoom and pan functionality using the horizontal scrollbar

5. Parameter Summary Table

Below the graph, a table shows a summary of each parameter:

ParameterLatestMinMax
Pack Voltage59.03 V59.01 V59.04 V
Pack Current0.00 A0.00 A0.00 A
SOC56%56%56%

Summary of latest, min, and max values for selected parameters

Table View

The Table View presents battery parameters in a timestamped, tabular format for detailed analysis. It allows parameter selection, time range adjustments, and exporting data to CSV for offline review.

Key Features of Table View

1. Timestamped Parameter Logs

Each row in the table represents a data snapshot captured at a specific timestamp.

  • Columns include:
    • Time
    • Selected Parameters (e.g., Pack Voltage, Pack Current, SOC)
  • Parameter values are displayed with appropriate units (e.g., V, A, %, etc.)
Table View displaying parameter values with timestamped logs

2. Parameter Selection & Time Range

The parameter selection panel and time range dropdown in Table View are the same as in Graph View.

  • Use these controls to choose which parameters to display and set the time window for data.
  • Real-time mode can be toggled ON/OFF.

 For detailed steps, refer to the Graph View section.

3. CSV Export

Click the Download icon (top-right) to export the visible table as a .CSV file.

  • The exported file includes the timestamp and all selected parameters.
  • Compatible with Excel, Google Sheets, and other spreadsheet tools.
Table View data to a CSV file