Abstract: A system for maintaining consistency of a data value using a probability includes an interface and a processor. The interface is configured to receive a data value for storing. The processor is configured to store the data value in a data element of a data structure and determine, using an adaptive filter, a probability of certainty associated with the data value. The probability of certainty associated with the data value depends on a time since the data value was updated. The adaptive filter provides as output the probability of certainty and store the probability of certainty associated with the data value in the data structure.

Abstract: The present disclosure provides a pharmaceutical composition comprising an Agrin fragment or derivative thereof, and uses of the pharmaceutical composition. The present disclosure also provides method of producing the pharmaceutical composition.

Abstract: A predictive engine includes an optimizer and a predictor. The optimizer is configured to receive an observed dataset having inputs and multivariate responses and determine latent response variables based on the predictive inputs and the multivariate responses. The optimizer is further configured to select latent response variables, measure dependencies between multivariate responses, estimate coefficients that relate the input predictors to determined latent response variables, and correlate dependencies and coefficients with the latent response variables. The predictor is configured to generate a predictive distribution of probabilities for the latent variables, map the probabilities to multivariate responses, generate a predictive distribution of probabilities for the multivariate responses, and determine at least one optimized input from the multivariate responses.

Abstract: A HVAC system includes building equipment operable to affect a physical state of a space in the building and a controller coupled to the building equipment. The controller is configured to accept a plurality of binary inputs indicating one or more conditions of the space, provide, to the building equipment, a plurality of outputs configured to control the operation of the building equipment, configure a first binary input of a plurality of binary inputs as an interrupt, the interrupt configured to receive an interrupt signal, determine, based on the interrupt signal, a state of the interrupt, and deactivate the plurality of outputs so that no control signals are sent to the building equipment so long as the controller determines the interrupt is in an activated state.

Abstract: A HVAC system includes an environmental sensor configured to provide an indoor air quality (IAQ) value indicative of at least one of a pollutant or a pathogen in a space in the building and a controller positioned in the space, the controller configured to receive the IAQ value from the environmental sensor, determine if the IAQ value is above a IAQ setpoint for the space, determine an occupancy status for the space, and control HVAC equipment to ventilate the space with outdoor air at a flowrate in response to determining that the IAQ value is above the IAQ setpoint, such that the flow rate when the occupancy status of the space is unoccupied is less than the flow rate when the occupancy status of the space is occupied.

Abstract: A controller for controlling HVAC equipment in a building includes a processing circuit configured to receive an occupancy schedule indicating at least one of a first occupied period or a last unoccupied period for a space in the building for a schedule period and receive a user input indicating the space should be purged based on occupancy. The controller selects, based on the user input, at least one of a pre-occupancy purge mode or a post-occupancy purge mode. The controller is further configured to control the HVAC equipment to ventilate the space for a purge duration prior to the beginning of the first occupied period in response to selecting a pre-occupancy purge mode, and ventilate the space for the purge duration at the beginning of the last unoccupied period in response to selecting a post-occupancy purge mode.

Abstract: A system for element tracking in documents includes a memory device, a database, and a processor. The memory device is configured to store a mapping in a memory between a linked element within a document and a database object. The database is configured to store the database object. The processor is configured to in response to an update of the database object: a) cause storage in the database of an update event associated with the linked element; and b) provide an update indication that the update associated with the linked element has occurred.

Abstract: A system includes an interface and a processor. The interface is configured to receive a request to create planning spreadsheet data. The processor is configured to: generate the planning spreadsheet data based at least in part on actual data from a previous time period, where the planning spreadsheet data is saved in a planning spreadsheet; receive an indication that the actual data has changed to an updated actual data; prompt a user of the planning spreadsheet to indicate whether or not to update the planning spreadsheet in response to the indication that the actual data has changed; and generate an alternate planning spreadsheet data based at least in part on the updated actual data in response to an indication not to update the planning spreadsheet, where the alternate planning spreadsheet data is saved in an alternate planning spreadsheet.

Abstract: A method for providing environmental comfort includes obtaining measurements of a dry bulb temperature, a relative humidity, and an airflow rate for an indoor space, calculating an apparent temperature for the indoor space using the measurements, and generating a visualization comprising a comfort band and a value of each of the apparent temperature, the dry bulb temperature, the relative humidity, and the airflow rate for the indoor space plotted relative to the comfort band along independent axes. The method also includes controlling building equipment to drive the value of one or more of the apparent temperature, the dry bulb temperature, the relative humidity, or the airflow rate into the comfort band.

Abstract: A predictive engine includes an optimizer and a predictor. The optimizer is configured to receive an observed dataset having inputs and multivariate responses and determine latent response variables based on the predictive inputs and the multivariate responses. The optimizer is further configured to select latent response variables, measure dependencies between multivariate responses, estimate coefficients that relate the input predictors to determined latent response variables, and correlate dependencies and coefficients with the latent response variables. The predictor is configured to generate a predictive distribution of probabilities for the latent variables, map the probabilities to multivariate responses, generate a predictive distribution of probabilities for the multivariate responses, and determine at least one optimized input from the multivariate responses.

Abstract: A building heating, ventilation or air conditioning (HVAC) system is shown. The system includes a display device. The display device includes a first processing circuit, the first processing circuit provides a setpoint to one or more virtual controllers. Execution of one of the one or more virtual controllers with the setpoint of an environmental condition of the building generates one or more control commands. The processing circuit further provides the one or more control commands to a building equipment. The system further includes the building equipment that receives the one or more control commands to control the environmental condition of the building.

Abstract: A system for element tracking in documents includes a memory device, a database, and a processor. The memory device is configured to store a mapping in a memory between a linked element within a document and a database object. The database is configured to store the database object. The processor is configured to in response to an update of the database object: a) cause storage in the database of an update event associated with the linked element; and b) provide an update indication that the update associated with the linked element has occurred.

Abstract: A predictive engine includes an optimizer and a predictor. The optimizer is configured to receive an observed dataset having inputs and multivariate responses and determine latent response variables based on the predictive inputs and the multivariate responses. The optimizer is further configured to select latent response variables, measure dependencies between multivariate responses, estimate coefficients that relate the input predictors to determined latent response variables, and correlate dependencies and coefficients with the latent response variables. The predictor is configured to generate a predictive distribution of probabilities for the latent variables, map the probabilities to multivariate responses, generate a predictive distribution of probabilities for the multivariate responses, and determine at least one optimized input from the multivariate responses.

Abstract: A system for element tracking in documents includes a memory device, a database, and a processor. The memory device is configured to store a mapping in a memory between a linked element within a document and a database object. The database is configured to store the database object. The processor is configured to in response to an update of the database object: a) cause storage in the database of an update event associated with the linked element; and b) provide an update indication that the update associated with the linked element has occurred.

Abstract: An HVAC system for a building includes an airside economizer, a plurality of sensors, and a controller. The airside economizer includes a first air intake configured to receive return air from within a building, a second air intake configured to receive outdoor air from outside the building, and an air discharge configured to provide discharge air to the building.

Abstract: A system for maintaining consistency of a data value using a probability includes an interface and a processor. The interface is configured to receive a data value for storing. The processor is configured to store the data value in a data element of a data structure and determine, using an adaptive filter, a probability of certainty associated with the data value. The adaptive filter receives a previously stored data value in a previously stored data element of a previously stored data structure as input to determine the probability of certainty associated with the data value. The adaptive filter provides as output the probability of certainty. The processor is further configured to store the probability of certainty associated with the data value in the data structure.

Abstract: A system for maintaining consistency of a data value using a probability includes an interface and a processor. The interface is configured to receive a data value for storing. The processor is configured to store the data value in a data element of a data structure and determine, using an adaptive filter, a probability of certainty associated with the data value. The probability of certainty associated with the data value depends on a time since the data value was updated. The adaptive filter provides as output the probability of certainty and store the probability of certainty associated with the data value in the data structure.

Abstract: A system for data transformation includes a database, a spreadsheet storage of a spreadsheet for planning, an interface, and a processor. The spreadsheet storage is separate from the database. The interface is configured to receive a database datum associated with a large time period. The processor is configured to generate a plurality of spreadsheet data based at least in part on the database datum. Each spreadsheet datum is associated with one of a set of small time periods. The plurality of spreadsheet data is stored in the spreadsheet storage. The spreadsheet storage is separate from the database. The processor is configured to provide the plurality of spreadsheet data for display in the spreadsheet.

Abstract: A system for false positive detection includes an interface and a processor. The interface is configured to receive a transaction data. The processor is configured to determine whether the transaction data is a statistical outlier; in response to the transaction data being the statistical outlier: query database data to determine whether the transaction data is a false positive; and in response to the transaction data being the false positive, indicate that the transaction data is normal.