Updating a dynamic threshold of a parameter based on performance review of any device

A method comprising:

• receiving respective operating conditions associated with a plurality of consumer appliances that are communicatively coupled to a database, wherein each of the operating conditions is based on sensor measurements obtained from a plurality of sensors associated with the plurality of consumer appliances, and wherein each of the plurality of consumer appliances is a same type of appliance;
• generating historical data tracking a first type of component of the plurality of consumer appliances based on the respective operating conditions;
• identifying, based on the historical data, a trend corresponding to the first type of component;
• determining, based on the trend, a first set of optimal operating parameters for operating the first type of component;
• updating a first set of initial operating parameters of a first consumer appliance of the plurality of computer appliances based on the first set of optimal operating parameters to generate an updated operating parameter for a first component of the first consumer appliance, wherein the first set of initial operating parameters is determined by the manufacturer of the first consumer appliance;
• transmitting the first set of updated operating parameters to the first consumer appliance to effect a change in an operation of the first component;
• determining a weight indicative of an importance of the first component;
• and
• determining a second set of optimal parameters for the first consumer appliance based on the weight associated with the first component and a condition of the first component.