Abstract: The present invention is a system and method for 3D engineering drawing extrapolation and automation incorporating Machine Learning (ML). The instant innovation receives a 3D computer model of a part to be manufactured, and automatically breaks the model into labelled surfaces capable of being attributed, assigned and represented by 2D drawings. One or more sub-processes receives data defining attributes of the 2D drawings and performs calculations to pre-determine drill-hole locations on a machine-ready part. The system then determines if there are unintended gaps, interferences, or other irregularities resident thereupon. The system creates a list of any irregularities and returns a punch list to a human user for correction. The system utilizes Amazon Web Services (AWS) to both perform data extracting and flattening of the 3D model and to select optimally-sized machine stock and optimize its orientation in relation to the manufacturing machine head.

Abstract: A method of forming a hybrid, hand-held drinking bottle includes connecting a top element to a bottom element to form a seam therebetween. The top element includes a top wall extending around a top axis, and a top opening extending within the top element between opposed ends of the top wall. The top element is formed from a material that is of a first hardness. The bottom element comprises an end wall, a bottom wall extending around a bottom axis, and a bottom opening extending between the end wall and an opposing end of the bottom wall. The bottom element is formed from a material that is of a second hardness less than the first hardness. The top opening is in communication with the bottom opening when the top element is connected to the bottom element. The method further includes over molding a collar around the seam.

Abstract: Examples of a cognitive forecasting system are defined. In an example, the system receives a forecasting requirement from a user. The system obtains parameter data from a plurality of data sources associated with the forecasting requirement and identify a parameter set therein. The system implements an artificial intelligence component to sort the parameter data into a plurality of data domains and identify a set of preponderant data domains therein. The system may update the preponderant data domains based on a modification in the plurality of data domains. The system may establish a forecasting model corresponding to the forecasting requirement by performing a cognitive learning. The system may update the forecasting model corresponding to the update in the parameter data. The system may generate a forecasting result corresponding to the forecasting requirement. The system may generate the cognitive forecasting model that may account for real time fluctuations in the data.

Abstract: A method of forming a hybrid, hand-held drinking bottle includes connecting a top element to a bottom element to form a seam therebetween. The top element includes a top wall extending around a top axis, and a top opening extending within the top element between opposed ends of the top wall. The top element is formed from a material that is of a first hardness. The bottom element comprises an end wall, a bottom wall extending around a bottom axis, and a bottom opening extending between the end wall and an opposing end of the bottom wall. The bottom element is formed from a material that is of a second hardness less than the first hardness. The top opening is in communication with the bottom opening when the top element is connected to the bottom element. The method further includes over molding a collar around the seam.

Abstract: A method of forming a hybrid, hand-held drinking bottle includes connecting a top element to a bottom element to form a seam therebetween. The top element includes a top wall extending around a top axis, and a top opening extending within the top element between opposed ends of the top wall. The top element is formed from a material that is of a first hardness. The bottom element comprises an end wall, a bottom wall extending around a bottom axis, and a bottom opening extending between the end wall and an opposing end of the bottom wall. The bottom element is formed from a material that is of a second hardness less than the first hardness. The top opening is in communication with the bottom opening when the top element is connected to the bottom element. The method further includes over molding a collar around the seam.

Abstract: A method of forming a hybrid, hand-held drinking bottle includes connecting a top element to a bottom element to form a seam therebetween. The top element includes a top wall extending around a top axis, and a top opening extending within the top element between opposed ends of the top wall. The top element is formed from a material that is of a first hardness. The bottom element comprises an end wall, a bottom wall extending around a bottom axis, and a bottom opening extending between the end wall and an opposing end of the bottom wall. The bottom element is formed from a material that is of a second hardness less than the first hardness. The top opening is in communication with the bottom opening when the top element is connected to the bottom element. The method further includes over molding a collar around the seam.

Abstract: An adaptable water filtration device including an upstream housing defining an upstream chamber. A filter mount is coupled to the upstream housing and extends into the upstream chamber. A first filter is removably disposed in the upstream chamber and is detachably engaged with the filter mount. The first filter is configured to filter a first contaminant from the contaminated water. A second filter is removably disposed in the upstream chamber and is detachably engaged with the filter mount. The second filter is downstream of the first filter and configured to filter a second contaminant from the contaminated water through adsorption. The water filtration system is configured to enable selective adaptation of the filtering characteristics thereof by a user by selectively disposing the first and second filters in the upstream chamber to achieve a prescribed filtering effect on the contaminated water. A prefilter may be included to prevent downstream clogging.

Abstract: An adaptable water filtration device including an upstream housing defining an upstream chamber. A filter mount is coupled to the upstream housing and extends into the upstream chamber. A first filter is removably disposed in the upstream chamber and is detachably engaged with the filter mount. The first filter is configured to filter a first contaminant from the contaminated water. A second filter is removably disposed in the upstream chamber and is detachably engaged with the filter mount. The second filter is downstream of the first filter and configured to filter a second contaminant from the contaminated water through adsorption. The water filtration system is configured to enable selective adaptation of the filtering characteristics thereof by a user by selectively disposing the first and second filters in the upstream chamber to achieve a prescribed filtering effect on the contaminated water. A prefilter may be included to prevent downstream clogging.

Abstract: A new water cap with built-in filter and air pump for filtering unfiltered water within a container. The inventive device includes a filtering portion position interiorly of a container. The filtering portion includes an upper microscreen disposed within the open lower end of the conduit. An upper layer of foam is disposed below the upper microscreen. A filtering cartridge is disposed below the upper layer of foam. A lower layer of foam is disposed below the filtering cartridge. A lower microscreen is disposed below the lower layer of foam. An air pump is coupled with respect to the container. The air pump is in communication with an interior of the container. The air pump has a check valve and an adjustable or standard air flow valve in communication therewith.