A pump motor controller for determining the speeds and run times of a pump motor for use in a pool is provided. The controller is adapted to receive data in the form of at least one of water parameters and outdoor parameters. The controller is further adapted to receive to receive data in the form of desired pool or spa set points. The controller is further adapted to determine the speeds and run times of a pump motor for use in a pool based at least in part on data in the form of at least one of water parameters and outdoor parameters and data in the form of desired pool set points.

A method for protection and diagnosis of a linear compression (2), the linear compressor (2) including at least one electronic control (11), the protection method being configured to perform the following steps at each work cycle of the linear compressor (2): detecting a suction time (t.sub.s) of the linear compressor (2); detecting a compression time (t.sub.c) of the linear compressor; calculating, after the step of detecting a compression time (t.sub.c) of the linear compressor, a decision parameter (T) equivalent to the difference between the previously detected suction time (t.sub.s) and the compression time (t.sub.c).

A method for determining a vacuum degree threshold is provided including: acquiring the current altitude signal of a vehicle; when the current altitude signal is invalid, acquiring a vacuum degree threshold and a standard working time, which correspond to a historical altitude signal received by an electronic vacuum pump of the vehicle last time, the vacuum degree threshold includes a vacuum degree turn-on threshold value and a vacuum degree turn-off threshold; acquiring the actual working time of the vacuum degree threshold corresponding to the historical altitude signal of the electronic vacuum pump when the current working cycle is completed; and when the difference between the actual working time and the standard working time exceeds a preset range, updating, according to the difference, the vacuum degree threshold corresponding to the historical altitude signal, and taking the updated vacuum degree threshold as a target vacuum degree threshold of the next working cycle.

Systems and methods for a compressor system are provided for selectively operating the compressor system with reduced power consumption. An output demand level of the compressor system can be monitored over time to identify a demand profile. A pressure setpoint for the compressor system can be selectively adjusted based on the demand profile, including to selectively transition between an operational pressure setpoint for an active demand profile and a reduced pressure setpoint for an inactive demand profile.

A computer implemented method of predicting a future maintenance event of a pumping equipment on a wellbore pumping unit comprising loading a pump usage log and a pump maintenance log into a predictive maintenance model. The predictive maintenance model is trained by a machine learning process with a historical database of completed pumping jobs. The predictive maintenance model determines a probability of a future maintenance event in response to the current pump usage. The unit controller displays an alert of the remaining pump life in comparison to a threshold value for a recommended pump maintenance period or a required pump maintenance period.