Systems and methods for generating and providing fluid analysis reports

A method, comprising:

• obtaining, by a processing circuit comprising one or more memory devices coupled to one or more processors, information regarding a plurality of fluids from a plurality of vehicles;
• determining, by the processing circuit, a plurality of thresholds based on the information regarding the plurality of fluids from the plurality of vehicles, wherein each threshold is specific to a fluid type of the plurality of fluids, an operating condition of a vehicle of the plurality of vehicles that yielded the information, and a risk level associated with the operating condition;
• analyzing, by the processing circuit, a fluid sample from a particular vehicle to identify a fluid type of the fluid sample;
• identifying, by the processing circuit, a vehicle type of the particular vehicle associated with the fluid sample;
• retrieving, by the processing circuit, a population of the obtained information pertinent to at least one of the identified fluid type of the fluid sample or the vehicle type of the particular vehicle;
• retrieving, by the processing circuit, a subset of thresholds associated with the retrieved population of the obtained information;
• comparing, by the processing circuit, a plurality of characteristics of the fluid sample to the retrieved subset of thresholds, wherein each of the plurality of characteristics comprises a respective value indicative of a condition, composition, or contamination level of the fluid sample;
• determining, by the processing circuit a risk level associated with each of the plurality of characteristics of the fluid sample based on the comparison, wherein the risk level corresponds to a severity category indicative of a potential maintenance action;
• causing, by the processing circuit, responsive to the determination of the risk level, a dynamic graphical user interface on a computing device to render a first display comprising information regarding the comparison and the risk level along with an interactive element configured to enable a drill down of the plurality of characteristics of the fluid sample and at least one corresponding maintenance recommendation based on the risk level;
• receiving, by the processing circuit, an indication of an update to the information regarding the plurality of fluids;
• responsive to the update to the information regarding the plurality of fluids, retrieving, by the processing circuit, an updated population of the updated information pertinent to the at least one of the identified fluid type of the fluid sample or the vehicle type of the particular vehicle;
• determining, by the processing circuit responsive to retrieving the updated population, a second risk level associated with each of the plurality of characteristics of the fluid sample based on a comparison between the plurality of characteristics of the fluid sample and a different subset of thresholds associated with the updated population of the obtained information pertinent to the at least one of the identified fluid type of the fluid sample or the vehicle type of the particular vehicle;
• generating, by the processing circuit, at least one second maintenance recommendation according to the plurality of characteristics of the fluid sample and the second risk level;
• and
• triggering, by the processing circuit, on the computing device subsequent to determining the second risk level and generating the at least one second maintenance recommendation, an update of the dynamic graphical user interface to render a second display comprising the plurality of characteristics of the fluid sample and the at least one second maintenance recommendation, wherein the plurality of characteristics of the fluid sample are arranged via the dynamic graphical user interface according to the second risk level associated with each of the plurality of characteristics.

A processing circuit, comprising:

• one or more processors;
• and
• one or more memory devices couple to the one or more processors, the one or more memory devices storing instructions that, when executed by the one or more processors, cause the one or more processors to:
• obtain information regarding a plurality of fluids from a plurality of vehicles;
• determine a plurality of thresholds based on the information regarding the plurality of fluids from the plurality of vehicles, wherein each threshold is specific to a fluid type of the plurality of fluids, an operating condition of a vehicle of the plurality of vehicles that yielded the information, and a risk level associated with the operating condition;
• analyze a fluid sample from a particular vehicle to identify a fluid type of the fluid sample;
• identify a vehicle type of the particular vehicle associated with the fluid sample;
• retrieve a population of the obtained information pertinent to at least one of the identified fluid type of the fluid sample or the vehicle type of the particular vehicle;
• retrieve a subset of thresholds associated with the retrieved population of the obtained information;
• compare a plurality of characteristics of the fluid sample to the retrieved subset of thresholds, wherein each of the plurality of characteristics comprises a respective value indicative of a condition, composition, or contamination level of the fluid sample;
• determine a risk level associated with each of the plurality of characteristics of the fluid sample based on the comparison, wherein the risk level corresponds to a severity category indicative of a potential maintenance action;
• cause, responsive to the determination of the risk level, a dynamic graphical user interface on a computing device to render a first display comprising information regarding the comparison and the risk level along with an interactive element configured to enable a drill down of the plurality of characteristics of the fluid sample and at least one corresponding maintenance recommendation based on the risk level;
• receive an indication of an update to the information regarding the plurality of fluids;
• responsive to the update to the information regarding the plurality of fluids, retrieve an updated population of the updated information pertinent to the at least one of the identified fluid type of the fluid sample or the vehicle type of the particular vehicle;
• determine, responsive to retrieving the updated population, a second risk level associated with each of the plurality of characteristics of the fluid sample based on a comparison between the plurality of characteristics of the fluid sample and a different subset of thresholds associated with the updated population of the obtained information pertinent to the at least one of the identified fluid type of the fluid sample or the vehicle type of the particular vehicle;
• generate at least one second maintenance recommendation according to the plurality of characteristics of the fluid sample and the second risk level;
• and
• trigger, on the computing device subsequent to determining the second risk level and generating the at least one second maintenance recommendation, an update of the dynamic graphical user interface to render a second display comprising the plurality of characteristics of the fluid sample and the at least one second maintenance recommendation, wherein the plurality of characteristics of the fluid sample are arranged via the dynamic graphical user interface according to the second risk level associated with each of the plurality of characteristics.