Patent Application
20160306368
Traditional product recipe development systems require a user to specify a recipe by picking from pre-defined lists of base components. The lists are typically sorted alphabetically by name and/or type. Traditional systems display all of the components stored by the system without providing any information regarding the use of a selected component with one or more additional components.
In addition, traditional systems require the user to make an assumption about the type of formulation to be developed prior to the generation process. The user must understand which components they are interested in, as traditional systems fail to provide contextual information regarding selected components and/or combinations of components. Traditional systems further fail to identify whether the current formulation is duplicating work conducted by other members of an organization.
In various embodiments, a computer-implemented method for advisor recipe development is disclosed. The method comprises: receiving, by a processor, a first component; and identifying, by the processor, enhanced context specific information based on the first component.
In various embodiments, an advisor recipe development system is disclosed. The advisor recipe development system comprises a processor and a non-transitory computer-readable medium coupled to the processor. The non-transitory computer-readable medium is configured to store computer program instructions that when executed by the processor are operable to cause the processor to: receive a first component; and identify enhanced context specific information based on the first component.
In various embodiments, a computer-implemented method for advisor recipe development is disclosed. The method comprises: receiving, by a processor, a first component; receiving, by the processor, a second component; and identifying, by the processor, enhanced context specific information based on the first component and the second component.
The features of the various embodiments are set forth with particularity in the appended claims. The various embodiments, however, both as to organization and methods of operation, together with advantages thereof, may best be understood by reference to the following description, taken in conjunction with the accompanying drawings as follows:
Reference will now be made in detail to several embodiments, including embodiments showing example implementations of an advisor recipe development platform and method. Wherever practicable similar or like reference numbers may be used in the figures and may indicate similar or like functionality. The figures depict example embodiments of the disclosed systems and/or methods of use for purposes of illustration only. One skilled in the art will readily recognize from the following description that alternative example embodiments of the structures and methods illustrated herein may be employed without departing from the principles described herein.
In some embodiments, the list of components may be limited to a specific dictionary of components. For example, dictionaries of components may comprise catalysts, binders, fillers, blowing agents, and/or other groupings of components. A limited list of components may be presented based on the dictionary selected by the user. The limited list of components may be sorted as discussed above, such as, for example, sorting the components alphabetically based on the name and/or type of the component.
The selection of the first component may be provided to an external device, system, or process by a processor, such as the processing unit 1102 discussed hereinbelow in connection with
In some embodiments, the enhanced context specific information may comprise one or more lists of additional components used in existing formulations with the first component. The one or more lists of additional components may comprise information related to the use of the additional components with the selected component, such as, for example, frequency of use and quantity of use information. The frequency of use information may indicate the number of formulations in which the additional component has been paired with the selected component. The quantity of use information may indicate the typical amount of an additional component used in formulations with the first component. The one or more lists of additional components may be sortable by frequency of use, quantity of use, and/or other factors.
In some embodiments, the enhanced context specific information may comprise relevant component information related to the first component. For example, the relevant component information may comprise the chemical structure of the first component, the manufacturer's specifications regarding the first component, the Material Safety Data Sheet (MSDS) code for the first component, the Enterprise Resource Management (ERP) code, and/or other component information for the first component. The relevant component information may be defined by a user, an organization, and/or an outside body, such as, for example, a standards setting body.
In some embodiments, the enhanced context specific information may comprise primary information related to the first component. For example, such primary enhanced context specific information may comprise processing and performance metrics (for example, physical testing results), formulation development objectives, and/or statistical moments of data related to recipes containing the first component, such as, for example, mean and standard deviation related to testing or performance of the component in a recipe containing the first component. In some embodiments, this primary information may be sorted, for example, by decreasing frequency.
In some embodiments, the enhanced context specific information may comprise secondary information related to the first component. For example, such secondary information may comprise scale-up trial data, commercial product data, and support document data relating to the first component in a recipe containing the first component. The secondary information may be sorted, for example, by date of the information.
The processor may receive 8 a second component selected by a user to include in the formulation being developed. The second component may be selected from the one or more lists of components provided by the enhanced context specific information to the user. In some embodiments, a user may base the selection of the second component on the enhanced context specific information provided by the system. After receiving 8 the additional component, the system may provide 10 updated enhanced context specific information to the user based on the combination of the first component and the second component. The updated enhanced context information may provide 10, for example, the same type of information as provided 6 for the first component, additional information as that provided 6 for the first component, or different contextual information as that provided 6 for the first component.
In some embodiments, the enhanced context specific information provided 10 for the selection of two or more components may comprise one or more lists of additional components. The one or more lists of additional components may present additional components commonly and/or previously used with the first component and the second component, such as, for example, frequency of use and quantity of use information. The frequency of use information may indicate the number of formulations in which the additional component has been paired with the combination of the first component and the second component. The quantity of use information may indicate the typical amount of the additional component used in formulations with the combination of the first component and the second component. The one or more lists of additional components may be sortable by frequency of use, quantity of use, and/or other factors.
In some embodiments, the enhanced context specific information may comprise relevant information related to the formulation comprising the first component and the second component. For example, the relevant information may comprise the chemical structure of the formulation, the manufacturer's specifications regarding the formulation and/or the constituent components of the formulation, the Material Safety Data Sheet (MSDS) code for the selected components and/or the formulation, the Enterprise Resource Management (ERP) code for the selected components and/or the formulation, and/or other formulation information. The relevant information may be defined by a user, an organization, and/or an outside body, such as, for example, a standards setting body.
In some embodiments, the enhanced context specific information may comprise formulation specific information. The formulation specific information may identify an owner/original creator of a formulation and/or formulations containing the first and second components, contact information for the owner/creator of the one or more formulations, and/or a count of formulations including the first and second components. In some embodiments, the formulation specific information may be limited to formulations developed within a specific organization. In other embodiments, the formulation specific information may include information for all known formulations including the first and second components.
In some embodiments, the enhanced context specific information may comprise primary information related to the formulation and/or the first and second components. For example, this primary enhanced context specific information may comprise processing and performance metrics (for example, physical testing results), development objectives related to the formulation, the first component, and/or the second component, and/or statistical moments of data related to the formulation, such as, for example, mean and standard deviation related to testing or performance of the formulation and/or formulations containing the first and second components. In some embodiments, the primary information may be sorted, for example, by decreasing frequency.
In some embodiments, the enhanced context specific information may comprise secondary information related to the selected formulation and/or the first and second components. For example, the secondary information may comprise scale-up trial data, commercial product data, and/or support document data relating to the first component, the second component and/or the combination of the first and second components. The secondary information may be sorted, for example, by the date that the information was produced. The user may complete 12 the generation of a new formulation by saving and/or otherwise finalizing the formulation.
In some embodiments, the component selection screen may comprise a component selection list. The component selection list may display one or more components matching the category of component selected by a user. For example, in one embodiment, when isocyanates are selected and received by the processor as the component category, the component selection list may display one or more isocyanates. The component selection list may indicate the number of times that the specific component has been used in a formulation, the average amount of the component used in formulations, and/or additional information about the component. The component selection list may organize the displayed components, for example, alphabetically, based on frequency of use, and/or based on one or more additional sorting criteria.
A user may select a first component from the component selection list and that selection may be received 108 by the processor. After receiving 108 the first component selection, the advisor recipe development system may provide 110 enhanced context specific information based on the selection of the first component to a display and/or may communicate the enhanced context specific information to other systems and/or processors. The enhanced context specific information may comprise, for example, one or more lists of components used with the first component in existing formulations, relevant information, primary information relating to the first component, and/or secondary information relating to the first component.
In some embodiments, the enhanced context specific information may comprise organizational specific information. For example, the enhanced context specific information may comprise inventory information identifying the current quantities and/or locations of the first component within an organization, usage information identifying people within the organization that have used the first component, and/or a list of projects within the organization that have used the first component. The enhanced context specific information may provide information relating to the number of formulations that include the first component associated with a person and/or project.
In some embodiments, the enhanced context specific information may comprise component specific information, such as, for example, a list of physical properties that have been measured for the first component and/or formulations using the first component. For example, the list of physical properties may comprise density, thermal conductivity, compression strength, shore D hardness, tensile strength, and/or other physical properties. In some embodiments, the enhanced context specific information may comprise the average processing conditions for formulations including the first component.
In some embodiments, the component selection list may be updated based on the selection of the first component. For example, the component selection list may be updated to display only those components from the selected component category that have been used in previous formulations with the first component. When a user wishes to add a second component from the same component category as the first component, the user may select a second component from the component selection list. The user may select a different component category by selecting one of the one or more component selection buttons. When a user selects a different component category, the system may update the component selection list to display components from the selected component category that have been used in formulations with the first component.
The user may select a second component from the component selection list and that selection may be received 108 by the processor. The second component may comprise a component identified by the system as being used in existing formulations with the first component. In some embodiments, the second component may comprise a component not previously used with the first component. The component not previously used may be provided 110 to a display, for example, or may be communicated to other systems and/or processors. After receiving 108 the second component selection, the system may provide 110 enhanced context specific information related to the combination of the first component and the second component. The enhanced context specific information may comprise one or more lists of components used with the combination of the first component and the second component in existing formulations, relevant component/formulation information, formulation ownership information, primary information relating to the combination of the first component and the second component, and/or secondary information relating to the combination of the first component and the second component.
In some embodiments, the enhanced context specific information may comprise organization specific information. For example, the enhanced context specific information may comprise inventory information identifying the current quantities and locations of the first component, the second component, or a combination of the first and second component within the organization, usage information identifying people within the organization that have used the first component, the second component, or the combined first and second components, and/or a list of projects within the organization that have used the first component, the second component, and/or the combined first and second component. The enhanced context specific information may provide information relating to the number of formulations that include the first component, the second component, and/or the combination of the first and second components associated with a person and/or project.
In some embodiments, the enhanced context specific information may comprise component specific information, such as, for example, a list of physical properties that have been measured for the first component, the second component, and/or formulations using the first and second components. For example, the list of physical properties may comprise density, thermal conductivity, compression strength, shore D hardness, tensile strength, and/or other physical properties. In some embodiments, the enhanced context specific information may comprise the average processing conditions for formulations including the first and second components.
In some embodiments, the enhanced context specific information may comprise component information developed internally and/or by an outside organization, such as, for example, processing and performance metrics, formulation development objectives, moments of data including, for example, standard deviations, means, and/or other statistical data. The enhanced context specific information may further comprise data related to scale-up trials, commercial products, and/or detailed support documents.
In some embodiments, the enhanced context specific information may comprise graphical data feedback. For example, if a user selects a first component and a second component, a graph of hardness and/or elongation as a function of the amount of the second component in the formulation may be displayed to the user. The graphical data feedback may be provided by one or more displays, such as, for example, liquid crystal displays (LCD), cathode ray tube (CRT) displays, three-dimensional (3D) displays, holographic displays, or any other suitable display type.
The user may select one or more additional components from the component selection list, which may be received 106 by the processor. The component selection list may be updated and/or limited based on the selection of the second component and the one or more additional components. After each additional component is selected, the system may update the enhanced context specific information to comprise components including each of the selected components and/or information related to each of the individual components. A user may continue to add components from the component selection list until the user has generated a satisfactory formulation.
In some embodiments, the user may remove one or more components from the selected components, which may then be received by the processor. The user may select a component from a selected components list and may remove the selected component from the formulation. The system may update the components selection list and the enhanced context specific information to reflect the removal of a component. In some embodiments, each component is deleted in the order in which the components were added to the formulation. For example, when a first component, a second component, and a third component are selected, the user may be required to remove the third component before removing the second component. In some embodiments, the user can remove a component without removing subsequently selected components.
In some embodiments, the component selection list may be modified by selecting information included in the enhanced context specific information. For example, a user may select displayed enhanced context specific information relating to members of an organization who have used the selected components in one or more projects. The component selection list may be updated to display only those components used by a selected member of the organization in conjunction with the previously selected components. The system may allow a user to limit the component selection list based on additional enhanced context specific information, such as, for example, a list of projects in which the selected components were used, available components within the organization/at a specific location, and/or other enhanced context specific information.
In some embodiments, the advisor recipe development system comprises asynchronous communication with the processor. For example, the advisor recipe development system may comprise a multi-threaded process in which subsequent threads or communication calls cancel previous calls to the processor. By cancelling previous calls, the advisor recipe development system provides relevant and live information for the current selections of a user. For example, in one embodiment, if a user rapidly selects components for inclusion in a formulation, each subsequent component selection initiates generation of context specific information that includes all currently selected materials and cancels the previous request for context specific information. In other embodiments, the advisor recipe development system comprises synchronous communication with a processor. In this embodiment, each call for context specific information is completed before the next request is processed.
The advisor recipe development system start screen 200 may further comprise one or more system interaction virtual buttons 208a-208d. The system interaction virtual buttons 208a-208d may provide a user with additional system interaction options unrelated to the generation of formulations. For example, a “System Info” virtual button 208a may provide information regarding the advisor recipe development system, such as, for example, the technical specifications of the system, the connected databases, and/or additional system information. An “About PFU Formulator” virtual button 208b may identify information about the advisor recipe development software executed by the system, such as, for example, the version number or build number. A “Help” virtual button 208c may be configured to provide instructions or help regarding the use of the advisor recipe development system. A “Cancel” virtual button 208d may be configured to exit the advisor recipe development system.
In some embodiments, the advisor recipe development system start screen 200 may be configured to allow one or more databases to be searched for users and/or formulations based on, for example, the type of component associated with the formulations. For example, in the illustrated embodiments, a search 210 may be conducted in a user database for additional users associated with a specific category of component 212, such as, for example, polyols, isocyanates, catalysts, fillers, and/or blowing agents. A “Database Maintenance” virtual button 214 may be configured to allow an administrator to update, modify, and/or remove one or more databases from the search option.
In one embodiment, a user may select the “New Formulation File” virtual button 202 to begin generation of a new formulation, such as, for example, a chemical formulation. After selecting the “New Formulation File” virtual button 202, the advisor recipe development system may display a component selection screen, such as, for example, the component selection screen 300 illustrated in
In some embodiments, the component selection screen 300 may comprise a dynamic component list 310. The dynamic component list 310 may be configured to display components from the selected category based on one or more parameters of the current formulation. For example, in some embodiments, the dynamic component list 310 may be configured to display components from the selected category based on the frequency of use of the component with previously selected components. In some embodiments, the dynamic component list 310 may be configured to display one or more components from the selected category based on a formulation requirement defined by the user. In the illustrated embodiment, the dynamic component list 310 is configured to display components from the selected component category based on the frequency of use of the component. Because no other components have been selected, the dynamic component list 310 displays all of the components for the selected category of isocyanates listed by general frequency of use in all formulations. In some embodiments, the component selection screen 300 may comprise a search box 312. The search box 312 may be configured to allow a user to search for a specific component by a known identifier, such as, for example, by name and/or chemical code.
In some embodiments, the component selection screen 300 may comprise a context specific information section 316. The context specific information section 316 may be configured to display enhanced context specific information based on the formulation and/or selected components. The enhanced context specific information section 316 may be configured to display, for example, enhanced context specific information such as descriptions of selected components and/or formulations, inventory information about selected components, usage information about selected components and/or formulations, chemical structure information, and/or additional enhanced context specific information. In the illustrated embodiment, the user has not selected any components and the context specific information section 316 displays component information about the component selected in the component selection list 302. The enhanced context-specific information may be organized in one or more tabs 318a-318b.
In some embodiments, a user may select a component from the component selection list 302 and/or the dynamic component list 310. For example, a user may select a component from the dynamic component list 310 by double-clicking on a component displayed in the dynamic component list 310.
In some embodiments, the enhanced context-specific information section 416 may be updated based on the selected component. The enhanced context-specific information section 416 may be updated to display context specific information related to the MONDUR MR polyisocyanate selected by the user. One or more information tabs 418a-418h may be configured to display context specific information related to the selected components. A component information tab 418a may be configured to display component information related to a selected component, such as, for example, chemical definition details of a component selected by the user, for example, from the component selection list 402.
The one or more information tabs 418a-418h may be configured to display enhanced context specific information. For example, an inventory tab 418b may be configured to display inventory information related to the selected component.
In some embodiments, a formulation ownership tab 418c may be configured to display a list of users who have used the selected component in formulations.
A physical properties tab 418e is configured to display physical properties of the selected component and/or formulation.
In some embodiments, a processing information tab 418f is configured to provide enhanced context-specific information related to the processing of formulations including the selected components. Processing information may comprise, for example, mold time, curing time, temperatures, pressure measurements, and/or other processing specific information. An internal use tab 418g is configured to provide institution specific information relating to the uses of a selected component within the institution. For example, the internal use tab 418g may be configured to identify one or more individuals within an organization who have submitted requests for a selected component within a specific time period, such as, for example, the last twelve months. An international use tab 418h is configured to identify individuals outside of a business unit or organization who have used the selected components. For example, in one embodiment, the international use tab 418h may be configured to identify employees of an organization outside of a specific country, such as, for example, the United States, who have used the selected components and may identify restrictions on those individuals, such as, for example, export controls or procedures.
A user may select a polyol from the component selection list 502 and/or from the dynamic component list 510. In one embodiment, a user may select Water as a polyol.
In some embodiments, a user may select a second polyol for inclusion in the formulation. For example, as shown in
A user may select a new category of components, for example, catalyst, from the components category list 314.
A user may select a different category of components, such as, for example, blowing agents, from the components category list 314.
In some embodiments, the dynamic component list 910 may be updated based on the selection of one or more items from the context specific information section. For example, in one embodiment illustrated in
In this example, the computing device 1100 comprises one or more processor circuits or processing units 1102, on or more memory circuits and/or storage circuit component(s) 1104 and one or more input/output (I/O) circuit devices 1106. Additionally, the computing device 1100 comprises a bus 1108 that allows the various circuit components and devices to communicate with one another. The bus 1108 represents one or more of any of several types of bus structures, including a memory bus or local bus using any of a variety of bus architectures. The bus 1108 may comprise wired and/or wireless buses.
The processing unit 1102 may be responsible for executing various software programs such as system programs, applications programs, and /or module to provide computing and processing operations for the computing device 1100. The processing unit 1102 may be responsible for performing various voice and data communications operations for the computing device 1100 such as transmitting and receiving voice and data information over one or more wired or wireless communication channels. Although the processing unit 1102 of the computing device 1100 includes single processor architecture as shown, it may be appreciated that the computing device 1100 may use any suitable processor architecture and/or any suitable number of processors in accordance with the described embodiments. In one embodiment, the processing unit 1100 may be implemented using a single integrated processor.
The processing unit 1102 may be implemented as a host central processing unit (CPU) using any suitable processor circuit or logic device (circuit), such as a general purpose processor. The processing unit 1102 also may be implemented as a chip multiprocessor (CMP), dedicated processor, embedded processor, media processor, input/output (I/O) processor, co-processor, microprocessor, controller, microcontroller, application specific integrated circuit (ASIC), field programmable gate array (FPGA), programmable logic device (PLD), or other processing device in accordance with the described embodiments.
As shown, the processing unit 1102 may be coupled to the memory and/or storage component(s) 1104 through the bus 1108. The memory bus 1108 may comprise any suitable interface and/or bus architecture for allowing the processing unit 1102 to access the memory and/or storage component(s) 1104. Although the memory and/or storage component(s) 1104 may be shown as being separate from the processing unit 1102 for purposes of illustration, it is worthy to note that in various embodiments some portion or the entire memory and/or storage component(s) 1104 may be included on the same integrated circuit as the processing unit 1102. Alternatively, some portion or the entire memory and/or storage component(s) 1104 may be disposed on an integrated circuit or other medium (e.g., hard disk drive) external to the integrated circuit of the processing unit 1102. In various embodiments, the computing device 1100 may comprise an expansion slot to support a multimedia and/or memory card, for example.
The memory and/or storage component(s) 1104 represent one or more computer-readable media. The memory and/or storage component(s) 1104 may be implemented using any computer-readable media capable of storing data such as volatile or non-volatile memory, removable or non-removable memory, erasable or non-erasable memory, writeable or re-writeable memory, and so forth. The memory and/or storage component(s) 1104 may comprise volatile media (e.g., random access memory (RAM)) and/or nonvolatile media (e.g., read only memory (ROM), Flash memory, optical disks, magnetic disks and the like). The memory and/or storage component(s) 1104 may comprise fixed media (e.g., RAM, ROM, a fixed hard drive, etc.) as well as removable media (e.g., a Flash memory drive, a removable hard drive, an optical disk, etc.). Examples of computer-readable storage media may include, without limitation, RAM, dynamic RAM (DRAM), Double-Data-Rate DRAM (DDRAM), synchronous DRAM (SDRAM), static RAM (SRAM), read-only memory (ROM), programmable ROM (PROM), erasable programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM), flash memory (e.g., NOR or NAND flash memory), content addressable memory (CAM), polymer memory (e.g., ferroelectric polymer memory), phase-change memory, ovonic memory, ferroelectric memory, silicon-oxide-nitride-oxide-silicon (SONOS) memory, magnetic or optical cards, or any other type of media suitable for storing information.
The one or more I/O devices 1106 allow a user to enter commands and information to the computing device 1100, and also allow information to be presented to the user and/or other components or devices. Examples of input devices include a keyboard, a cursor control device (e.g., a mouse), a microphone, a scanner and the like. Examples of output devices include a display device (e.g., a monitor or projector, speakers, a printer, a network card, etc.). The computing device 1100 may comprise an alphanumeric keypad coupled to the processing unit 1102. The keypad may comprise, for example, a QWERTY key layout and an integrated number dial pad. The computing device 1100 may comprise a display coupled to the processing unit 1102. The display may comprise any suitable visual interface for displaying content to a user of the computing device 2000. In one embodiment, for example, the display may be implemented by a liquid crystal display (LCD) such as a touch-sensitive color (e.g., 76-bit color) thin-film transistor (TFT) LCD screen. The touch-sensitive LCD may be used with a stylus and/or a handwriting recognizer program.
The processing unit 1102 may be arranged to provide processing or computing resources to the computing device 1100. For example, the processing unit 1102 may be responsible for executing various software programs including system programs such as operating system (OS) and application programs. System programs generally may assist in the running of the computing device 1100 and may be directly responsible for controlling, integrating, and managing the individual hardware components of the computer system. The operating system (OS) may be implemented, for example, as a MICROSOFT WINDOWS OS, SYMBIAN OS, EMBEDIX OS, LINUX OS, Binary Run-time Environment for Wireless (BREW) OS, JAVA OS, ANDROID OS, APPLE OS or other suitable operating system (OS) in accordance with the described embodiments. The computing device 1100 may comprise other system programs such as device drivers, programming tools, utility programs, software libraries, application programming interfaces (APIs), and so forth.
The computer 1100 also includes a network interface 1110 coupled to the bus 1108. The network interface 1110 provides a two-way data communication coupling to a local network 1112. For example, the network interface 1110 may be a digital subscriber line (DSL) modem, satellite dish, an integrated services digital network (ISDN) card or other data communication connection to a corresponding type of telephone line. As another example, the communication interface 1110 may be a local area network (LAN) card effecting a data communication connection to a compatible LAN. Wireless communication means such as internal or external wireless modems may also be implemented.
In some embodiments, the network interface 1110 connects the computer 1100 to one or more databases and/or data repositories. The network interface 1110 may utilize one or more communication protocols, such as, for example, Transmission Control Protocol and Internet Protocol (TCP/IP), User Datagram Protocol (UDP), File Transfer Protocol (FTP), Hypertext Transfer Protocol (HTTP), Hypertext Transfer Protocol Secure (HTTPS), and/or any other communication protocol. In one embodiment, the network interface 1110 utilizes secure TCP/IP sockets and a HTTPS protocol to provide encrypted and highly-secure two-way data transfer. Those skilled in the art will recognize that any suitable combination of protocols may be used to communication with remote systems and/or data repositories.
In some embodiments, the network interface 1110 provides authentication of each request for a communication exchange. For example, the network interface 1110 may provide authentication by verifying WINDOWS logged in user information, WINDOWS challenge/response (NTLM) authentication, Kerberos challenge/response authentication, and/or any other type of authentication. In various embodiments, the authentication of each request for a communication exchange may comprise a manual authentication or automatic authentication. In other embodiments, authentication of each request is not performed. Authentication of user requests for a communication exchange to allow the network interface 1110, a remote system, and/or a data repository to tailor a response to the requests for communication exchange.
In any such implementation, the network interface 1110 sends and receives electrical, electromagnetic or optical signals that carry digital data streams representing various types of information, such as the selection of a component, enhanced context specific information, or a list of components. The network interface 1110 typically provides data communication through one or more networks to other data devices. For example, the network interface 1110 may effect a connection through the local network to an Internet Host Provider (ISP) or to data equipment operated by an ISP. The ISP in turn provides data communication services through the internet (or other packet-based wide area network). The local network and the internet both use electrical, electromagnetic or optical signals that carry digital data streams. The signals through the various networks and the signals on the network interface 1110, which carry the digital data to and from the computer system 1100, are exemplary forms of carrier waves transporting the information.
The computer 1100 can send messages and receive data, including program code, through the network(s) and the network interface 1110. In the Internet example, a server might transmit a requested code for an application program through the internet, the ISP, the local network (the network 1112) and the network interface 1110. In accordance with the invention, one such downloaded application provides for advisor recipe development. The received code may be executed by processor 1104 as it is received, and/or stored in storage device 1110, or other non-volatile storage for later execution. In this manner, computer 1100 may obtain application code in the form of a carrier wave.
Various embodiments may be described herein in the general context of computer executable instructions, such as software, program modules, and/or engines being executed by a computer. Generally, software, program modules, and/or engines include any software element arranged to perform particular operations or implement particular abstract data types. Software, program modules, and/or engines can include routines, programs, objects, components, data structures and the like that perform particular tasks or implement particular abstract data types. An implementation of the software, program modules, and/or engines components and techniques may be stored on and/or transmitted across some form of computer-readable media. In this regard, computer-readable media can be any available medium or media useable to store information and accessible by a computing device. Some embodiments also may be practiced in distributed computing environments where operations are performed by one or more remote processing devices that are linked through a communications network. In a distributed computing environment, software, program modules, and/or engines may be located in both local and remote computer storage media including memory storage devices.
Although some embodiments may be illustrated and described as comprising functional components, software, engines, and/or modules performing various operations, it can be appreciated that such components or modules may be implemented by one or more hardware components, software components, and/or combination thereof. The functional components, software, engines, and/or modules may be implemented, for example, by logic (e.g., instructions, data, and/or code) to be executed by a logic device (e.g., processor). Such logic may be stored internally or externally to a logic device on one or more types of computer-readable storage media. In other embodiments, the functional components such as software, engines, and/or modules may be implemented by hardware elements that may include processors, microprocessors, circuits, circuit elements (e.g., transistors, resistors, capacitors, inductors, and so forth), integrated circuits, application specific integrated circuits (ASIC), programmable logic devices (PLD), digital signal processors (DSP), field programmable gate array (FPGA), logic gates, registers, semiconductor device, chips, microchips, chip sets, and so forth.
Examples of software, engines, and/or modules may include software components, programs, applications, computer programs, application programs, system programs, machine programs, operating system software, middleware, firmware, software modules, routines, subroutines, functions, methods, procedures, software interfaces, application program interfaces (API), instruction sets, computing code, computer code, code segments, computer code segments, words, values, symbols, or any combination thereof. Determining whether an embodiment is implemented using hardware elements and/or software elements may vary in accordance with any number of factors, such as desired computational rate, power levels, heat tolerances, processing cycle budget, input data rates, output data rates, memory resources, data bus speeds and other design or performance constraints.
In some cases, various embodiments may be implemented as an article of manufacture. The article of manufacture may include a computer readable storage medium arranged to store logic, instructions and/or data for performing various operations of one or more embodiments. In various embodiments, for example, the article of manufacture may comprise a magnetic disk, optical disk, flash memory or firmware containing computer program instructions suitable for execution by a general purpose processor or application specific processor. The embodiments, however, are not limited in this context.
The functions of the various functional elements, logical blocks, modules, and circuits elements described in connection with the embodiments disclosed herein may be implemented in the general context of computer executable instructions, such as software, control modules, logic, and/or logic modules executed by the processing unit. Generally, software, control modules, logic, and/or logic modules comprise any software element arranged to perform particular operations. Software, control modules, logic, and/or logic modules can comprise routines, programs, objects, components, data structures and the like that perform particular tasks or implement particular abstract data types. An implementation of the software, control modules, logic, and/or logic modules and techniques may be stored on and/or transmitted across some form of computer-readable media. In this regard, computer-readable media can be any available medium or media useable to store information and accessible by a computing device. Some embodiments also may be practiced in distributed computing environments where operations are performed by one or more remote processing devices that are linked through a communications network. In a distributed computing environment, software, control modules, logic, and/or logic modules may be located in both local and remote computer storage media including memory storage devices.
Additionally, it is to be appreciated that the embodiments described herein illustrate example implementations, and that the functional elements, logical blocks, modules, and circuits elements may be implemented in various other ways which are consistent with the described embodiments. Furthermore, the operations performed by such functional elements, logical blocks, modules, and circuits elements may be combined and/or separated for a given implementation and may be performed by a greater number or fewer number of components or modules. As will be apparent to those of skill in the art upon reading the present disclosure, each of the individual embodiments described and illustrated herein has discrete components and features which may be readily separated from or combined with the features of any of the other several aspects without departing from the scope of the present disclosure. Any recited method can be carried out in the order of events recited or in any other order which is logically possible.
It is worthy to note that any reference to “one embodiment” or “an embodiment” means that a particular feature, structure, or characteristic described in connection with the embodiment is comprised in at least one embodiment. The appearances of the phrase “in one embodiment” or “in one aspect” in the specification are not necessarily all referring to the same embodiment.
Unless specifically stated otherwise, it may be appreciated that terms such as “processing,” “computing,” “calculating,” “determining,” or the like, refer to the action and/or processes of a computer or computing system, or similar electronic computing device, such as a general purpose processor, a DSP, ASIC, FPGA or other programmable logic device, discrete gate or transistor logic, discrete hardware components, or any combination thereof designed to perform the functions described herein that manipulates and/or transforms data represented as physical quantities (e.g., electronic) within registers and/or memories into other data similarly represented as physical quantities within the memories, registers or other such information storage, transmission or display devices.
It is worthy to note that some embodiments may be described using the expression “coupled” and “connected” along with their derivatives. These terms are not intended as synonyms for each other. For example, some embodiments may be described using the terms “connected” and/or “coupled” to indicate that two or more elements are in direct physical or electrical contact with each other. The term “coupled,” however, also may mean that two or more elements are not in direct contact with each other, but yet still co-operate or interact with each other. With respect to software elements, for example, the term “coupled” may refer to interfaces, message interfaces, application program interface (API), exchanging messages, and so forth.
Various aspects of the subject matter described herein are set out in the following numbered clauses:
1. A computer-implemented method for advisor recipe development, the method comprising: receiving, by a processor, a first component; and identifying, by the processor, enhanced context specific information based on the first component.
2. The computer-implemented method according to clause 1, further comprising identifying, by the processor, one or more additional components based on the first component, wherein the enhanced context specific information comprises the one or more additional components.
3. The computer-implemented method according to clause 2, wherein the one or more additional components comprise components used in conjunction with the first component in one or more existing formulations.
4. The computer-implemented method according to any one of clauses 1 to 3, comprising identifying, by the processor, component information relevant to the first component, wherein the enhanced context specific information comprises the component information.
5. The computer-implemented method according to any one of clauses 1 to 4, comprising identifying, by the processor, primary information related to formulations containing the first component, wherein the enhanced context specific information comprises the primary information.
6. The computer-implemented method according to clause 5, wherein the primary information related to formulations comprising the first component comprises at least one of processing and performance metrics, formulation development objectives, statistical moments of the data, or any combination thereof.
7. The computer-implemented method according to clause 5, comprising identifying, by the processor, secondary information related to the first component, wherein the enhanced context specific information comprises the secondary information.
8. The computer-implemented method according to clause 7, wherein the secondary information related to the first component comprises at least one of scale-up trials, commercial products, detailed support documents, or any combination thereof.
9. An advisor recipe development system comprising: a processor; and a non-transitory computer-readable medium coupled to the processor, the non-transitory computer-readable medium configured to store computer program instructions that when executed by the processor is operable to cause the processor to: receive a selection of a first component; and identify enhanced context specific information based on the first component.
10. The advisor recipe development system according to clause 9, wherein the enhanced context specific information comprises one or more additional components identified based on the selection of the first component.
11. The advisor recipe development system according to clause 10, wherein the one or more additional components comprise components used in conjunction with the first component in one or more existing formulations.
12. The advisor recipe development system according to any one of clauses 9 to 11, wherein the enhanced context specific information comprises component information relevant to the first component.
13. The advisor recipe development system according to any one of clauses 9 to 12, wherein the enhanced context specific information comprises primary information related to formulations containing the first component.
14 The advisor recipe development system according to clause 13, wherein the primary information comprises at least one of processing and performance metrics, formulation development objectives, statistical moments of the data, or any combination thereof.
15. The advisor recipe development system according to clause 13, wherein the enhanced context specific information comprises secondary information related to the first component.
16. The advisor recipe development system according to clause 15, wherein the secondary information comprises at least one of scale-up trials, commercial products, detailed support documents, or any combination thereof.
17. A computer-implemented method for advisor recipe development, the method comprising: receiving, by a processor, a first component; receiving, by the processor, a second component; and identifying, by the processor, enhanced context specific information based on the first component and the second component.
18. The computer-implemented method according to clause 17, comprising: receiving, by the processor, one or more additional components; and updating, by the processor, the enhanced context specific information based on the one or more additional components.
19. The computer-implemented method according to clause 18, wherein the enhanced context specific information comprises a list of components previously used in one or more formulations with the first component, the second component, and the one or more additional components.
20. The computer-implemented method according to clause 18, wherein the enhanced context specific information comprises primary information related to formulations containing the first component, the second component, and the one or more additional components.
21. The computer-implemented method according to clause 18, wherein the primary information comprises at least one of processing and performance metrics, formulation development objectives, statistical moments of the data, or any combination thereof.
22. The computer-implemented method according to clause 18, wherein the enhanced context specific information comprises secondary information related to the first component, the second component, and the one or more additional components.
23. The computer-implemented method according to clause 18, wherein the secondary information comprises at least one of scale-up trials, commercial products, detailed support documents, or any combination thereof.
