Battery-powered work machine downtime analysis

A computing device, comprising:

• a user interface having a display screen;
• one or more memories;
• and
• one or more processors, communicatively coupled to the one or more memories, configured to:
• receive machine information and operating parameters associated with a battery-powered work machine;
• estimate utilization of the battery-powered work machine based, at least in part, on a workday simulation using the machine information and the operating parameters;
• determine a disruption score indicating a predicted impact of replacing a diesel-powered work machine with the battery-powered work machine,
• wherein the disruption score is based, at least in part, on a predicted charging downtime of the battery-powered work machine;
• and
• output, to the display screen, a recommendation associated with replacing the diesel-powered work machine with the battery-powered work machine, wherein the recommendation is based, at least in part, on the disruption score.

A computing device, comprising:

• a user interface having a display screen;
• one or more memories;
• and
• one or more processors, communicatively coupled to the one or more memories, configured to:
• receive machine information and operating parameters associated with one or more battery-powered work machines;
• estimate utilization of the one or more battery-powered work machines based, at least in part, on a workday simulation using the machine information and the operating parameters;
• determine a charger load based, at least in part, on the workday simulation and utilization of the one or more battery-powered work machines,
• wherein the charger load is based, at least in part, on a predicted charging time of each of the one or more battery-powered work machines;
• and
• output, to the display screen, a recommendation associated with the one or more battery-powered work machines, wherein the recommendation is based, at least in part, on the charger load.