Dynamic alteration of operational parameters of a machine

A computer system, the computer system comprising:

• one or more processors, one or more computer-readable memories, one or more computer-readable tangible storage medium, and program instructions stored on at least one of the one or more computer-readable tangible storage medium for execution by at least one of the one or more processors via at least one of the one or more computer-readable memories, wherein the computer system is capable of performing a method comprising:
• receiving an IoT feed from one or more IoT devices and data relating to an activity in a multi-machine environment;
• identifying a health condition of one or more machines performing the activity based on the IoT feed, wherein identifying the health condition includes detecting an external substance on a floor within a threshold distance of at least one machine of the one or more machines performing the activity;
• determining whether the at least one machine of the one or more machines requires one or more maintenance actions based on the identified health condition, wherein the determination is made at least based on a presence of the external substance within the threshold distance of the at least one machine;
• in response to determining the at least one machine requires the one or more maintenance actions, identifying a timeframe during which the one or more maintenance actions are able to be performed, wherein the identified timeframe includes a time gap between a first activity and a second activity, wherein the first activity and the second activity are different than the one or more maintenance actions;
• updating a movement path of one or more service robots in the multi-machine environment based on the identified timeframe;
• deploying the one or more service robots to execute the one or more maintenance actions in accordance with the updated movement path;
• and
• adapting one or more operational parameters of the one or more machines within a threshold distance of the deployed one or more service robots.

A computer program product, the computer program product comprising:

• one or more computer-readable tangible storage medium and program instructions stored on at least one of the one or more computer-readable tangible storage medium, the program instructions executable by a processor capable of performing a method, the method comprising:
• receiving an IoT feed from one or more IoT devices and data relating to an activity in a multi-machine environment;
• identifying a health condition of one or more machines performing the activity based on the IoT feed, wherein identifying the health condition includes detecting an external substance on a floor within a threshold distance of at least one machine of the one or more machines performing the activity;
• determining whether the at least one machine of the one or more machines requires one or more maintenance actions based on the identified health condition, wherein the determination is made at least based on a presence of the external substance within the threshold distance of the at least one machine;
• in response to determining the at least one machine requires the one or more maintenance actions, identifying a timeframe during which the one or more maintenance actions are able to be performed, wherein the identified timeframe includes a time gap between a first activity and a second activity, wherein the first activity and the second activity are different than the one or more maintenance actions;
• updating a movement path of one or more service robots in the multi-machine environment based on the identified timeframe;
• deploying the one or more service robots to execute the one or more maintenance actions in accordance with the updated movement path;
• and
• adapting one or more operational parameters of the one or more machines within a threshold distance of the deployed one or more service robots.