Abstract: The smart desert geothermal heat pump for air conditioning and domestic water cooling includes a heat pump having heat exchange piping adapted for installation underground in desert sand adjacent a structure to be heated/cooled. The heat pump draws heat from the sand to heat air in the structure in a heating cycle and draws heat from the structure to sink in the ground in a cooling cycle to cool the structure. A processor has an artificial intelligence machine learning unit configured to store historical weather data and mean heat pump on/off times by calendar date in Big Data tall arrays, and periodically re-computes mean heat pump on/off times by calendar date. A controller connected to the processor and at least one switch on the heat pump automatically switches between heating and cooling cycles and turns the pump on and off according to the median re-computed heat pump on/off times.

Abstract: The ocean wave power generator with an artificially intelligent controller is a wave power generator based on a two-body mass-spring-damper system, including a first mass, a second mass, and a linear generator coupled to the second mass. A linear actuator is coupled to the second mass, and first and second motion sensors are positioned for detecting position and speed of the first and second masses. The maximum power output of the linear generator is determined based on the position and the speed of the first mass, and an ideal position and an ideal speed of the second mass, corresponding to the maximum power output of the linear generator and the position and the speed of the first mass, are determined. The position and the speed of the second mass are adjusted using a linear actuator to match the ideal position and the ideal speed of the second mass.

Abstract: The ocean wave power generator with an artificially intelligent controller is a wave power generator based on a two-body mass-spring-damper system, including a first mass, a second mass, and a linear generator coupled to the second mass. A linear actuator is coupled to the second mass, and first and second motion sensors are positioned for detecting position and speed of the first and second masses. The maximum power output of the linear generator is determined based on the position and the speed of the first mass, and an ideal position and an ideal speed of the second mass, corresponding to the maximum power output of the linear generator and the position and the speed of the first mass, are determined. The position and the speed of the second mass are adjusted using a linear actuator to match the ideal position and the ideal speed of the second mass.

Abstract: The smart desert geothermal heat pump for air conditioning and domestic water cooling includes a heat pump having heat exchange piping adapted for installation underground in desert sand adjacent a structure to be heated/cooled. The heat pump draws heat from the sand to heat air in the structure in a heating cycle and draws heat from the structure to sink in the ground in a cooling cycle to cool the structure. A processor has an artificial intelligence machine learning unit configured to store historical weather data and mean heat pump on/off times by calendar date in Big Data tall arrays, and periodically re-computes mean heat pump on/off times by calendar date. A controller connected to the processor and at least one switch on the heat pump automatically switches between heating and cooling cycles and turns the pump on and off according to the median re-computed heat pump on/off times.