Abstract: Techniques are disclosed for automatically pre-processing data to generate a single view of the data that is suitable for machine learning and data analytics operations. Multiple data sets are joined together using one or more primary keys if raw data in the data sets have a same frequency. On the other hand, if raw data in the data sets do not have the same frequency, then for raw data in data sets having a different frequency than data in a user-specified base data set, the raw data is normalized and resampled. The normalized and resampled data in the data sets is further aggregated based on timestamps associated with the base data set, and the data sets are then joined to the base data set using one or more primary keys. The joined data sets can be stored and used to train machine learning models and/or for data analytics operations.

Abstract: One or more embodiments include a virtual personal assistant module executing on a virtual personal assistant system. The virtual personal assistant module obtains first sensor data from a first sensor included in a plurality of sensors. The virtual personal assistant module analyzes the first sensor data to generate a first result. The virtual personal assistant module obtains second sensor data from a second sensor included in the plurality of sensors. The virtual personal assistant module analyzes the second sensor data and the first result to generate a second result. The virtual personal assistant module outputs a natural language audio output to the user based on the second result.

Abstract: A bladeless fluid/vapor includes: (a) three or more turbine discs disposed within a case, wherein each turbine disc has a center opening, a first set of holes substantially equally spaced from one another along a first radius, a second set of holes substantially equally spaced from one another along a second radius, and two or more of the turbine discs have a set of exhaust ports positioned annularly around the center opening; (b) the case includes a main housing, a cover and one or more fluid/vapor inlets oriented to direct a fluid/vapor onto an outer portion of the turbine discs; (c) a drive shaft passing through the center openings of the turbine discs and attached to the turbine discs; (d) a fluid/vapor outlet in the cover; and (e) a set of exhaust holes proximate to and connected to the fluid/vapor outlet that are positioned annularly around the drive shaft.

Abstract: A bladeless fluid/vapor includes: (a) three or more turbine discs disposed within a case, wherein each turbine disc has a center opening, a first set of holes substantially equally spaced from one another along a first radius, a second set of holes substantially equally spaced from one another along a second radius, and two or more of the turbine discs have a set of exhaust ports positioned annularly around the center opening; (b) the case includes a main housing, a cover and one or more fluid/vapor inlets oriented to direct a fluid/vapor onto an outer portion of the turbine discs; (c) a drive shaft passing through the center openings of the turbine discs and attached to the turbine discs; (d) a fluid/vapor outlet in the cover; and (e) a set of exhaust holes proximate to and connected to the fluid/vapor outlet that are positioned annularly around the drive shaft.

Abstract: The bladeless turbine includes a case, three or more turbine discs disposed within the case. Each turbine disc has a center opening, and two or more of the turbine discs have a set of exhaust ports positioned annularly around the center opening. A drive shaft passes through the center openings of the turbine discs and is attached to the three or more turbine discs, wherein the drive shaft is positioned within the case along the centerline, free to rotate within the case, and extends through the case for connection to a generator. The one or more fluid/vapor inlets are attached to the main housing such that a fluid/vapor is directed at a specified angle onto the three or more turbine discs. The fluid/vapor outlet is aligned with the centerline. A set of exhaust holes proximate to and connected to the fluid/vapor outlet that are positioned annularly around the drive shaft.

Abstract: A plastic pipe to metal pipe coupling includes a metal pipe, a plastic pipe and a metal retaining collar. The metal pipe has an inner diameter, a first end, a second end and a barbed outer portion proximate to the second end. The plastic pipe has an inner diameter, a first end and a second end. A portion of the plastic pipe proximate to the first end is disposed around the barbed outer portion of the metal pipe. The metal retaining collar is disposed around the portion of the plastic pipe and compresses the portion of the plastic pipe onto the barbed outer portion of the metal pipe.

Abstract: A solar energy power generation system generates AC electrical power from solar radiation through the use of parabolic troughs to capture the energy and a fluid turbine to convert the solar energy to mechanical energy. The turbine is directly coupled to a generator to produce AC electrical power.

Abstract: The bladeless turbine includes a case, three or more turbine discs disposed within the case. Each turbine disc has a center opening, and two or more of the turbine discs have a set of exhaust ports positioned annularly around the center opening. A drive shaft passes through the center openings of the turbine discs and is attached to the three or more turbine discs, wherein the drive shaft is positioned within the case along the centerline, free to rotate within the case, and extends through the case for connection to a generator. The one or more fluid/vapor inlets are attached to the main housing such that a fluid/vapor is directed at a specified angle onto the three or more turbine discs. The fluid/vapor outlet is aligned with the centerline. A set of exhaust holes proximate to and connected to the fluid/vapor outlet that are positioned annularly around the drive shaft.

Abstract: A solar energy power generation system generates AC electrical power from solar radiation through the use of parabolic troughs to capture the energy and a fluid turbine to convert the solar energy to mechanical energy. The turbine is directly coupled to a generator to produce AC electrical power.