Abstract: A valve body has a piston that slides within the body through four successive positions. The piston has a head, and an upper and lower skirt, with a port in the upper skirt. In the first position, a bias force urges the piston to the first of four positions, in which the piston port is closed. In a second position, the piston port aligns with a low pressure port in the valve body, when a low pressure supply of water is connected. In a third position, greater pressure again closes the piston port. In a fourth position, at a still greater pressure, the piston port aligns with a high pressure port in the valve body. The bias force or a location of the piston port can be varied for valves along a supply line, whereby varying supply pressure opens different valves, thereby enabling addressing of valves according to supply pressure.

Abstract: An aerosol distribution determining system is provided. The system includes a set of pairs. Each of the pairs includes a light emitter mounted to a black object for respectively emitting electromagnetic radiation and absorbing a portion of the electromagnetic radiation. The system further includes a hyperspectral imaging camera for capturing hyperspectral images of the electromagnetic radiation in an absence of and in a presence of an aerosol distribution. The system also includes a data processing system for determining at least one of a size, a vertical density distribution, and a shape of particles in the aerosol distribution based on information derived using the hyperspectral images.

Abstract: Atmospheric particle detectors having a hybrid measurement cavity and light baffle are provided. In one aspect, an atmospheric particle detector includes: an optical measurement cavity; a light baffle attached to the optical measurement cavity, wherein the light baffle is configured to i) permit unobstructed airflow into the optical measurement cavity and ii) block ambient light from entering the optical measurement cavity; a photodetector on a first side of the optical measurement cavity; a retro reflector on a second side of the optical measurement cavity opposite the photodetector, and a light source configured to produce a light beam that passes through the optical measurement cavity without illuminating the photodetector. A method for particle detection using the atmospheric particle detector is also provided.

Abstract: Techniques for estimating direct and diffuse sunlight reaching a location as a function of time using color whole sky images are provided. In one aspect, a method for forecasting solar insolation is provided that includes the steps of: obtaining color whole sky images using a digital camera which are taken at different times, and wherein an image of a solar disk is present in at least one of the color whole sky images; creating sky transparency images from the color whole sky images; determining atmospheric solar scattering based on a width of the solar disk in the color whole sky images; determining cloud motion trajectories from a time series of the sky transparency images; and calculating the solar insolation as a function of time using the sky transparency, the atmospheric solar scattering, and the cloud motion trajectories. A system for forecasting solar insolation is also provided.

Abstract: Techniques for modeling a data center are provided. In one aspect, a method for determining data center efficiency is provided. The method includes the following steps. Target parameters for the data center are obtained. Technology pre-requisite parameters for the data center are obtained. An optimum data center efficiency is determined given the target parameters for the data center and the technology pre-requisite parameters for the data center.

Abstract: A computer-implemented method includes identifying one or more tag readers. The one or more of tag readers are positioned peripherally to a region. The computer-implemented method further includes receiving a signal, by at least one of the one or more tag readers, from a tag. The computer-implemented method further includes determining a received signal strength indication for at least one of the one or more tag readers and mapping at least one received signal strength indication onto at a one dimensional representation of the region to yield a mapped data. The computer-implemented method further includes performing pattern recognition on the mapped data to yield a pattern data and applying machine learning to the pattern data to locate the tag within the region. A corresponding computer system and computer program product are also disclosed.

Abstract: Techniques for improving weather forecasting using model blending and historical global positioning system-radio occultation (GPS-RO) measurements are provided. In one aspect, a method for weather forecasting includes: obtaining historical GPS-RO measurements; determining a refractive index of the atmosphere from the GPS-RO measurements; obtaining historical forecasts from multiple individual numerical weather models from a same given time period as the GPS-RO measurements; statistically correcting the historical forecasts using the refractive index of the atmosphere determined from the GPS-RO measurements; blending the numerical weather models using the statistically corrected historical forecasts to create a blended weather model, wherein the blending is performed to improve a forecast of the refractive index of the atmosphere by the blended weather model; and forecasting primary weather parameters using the blended weather model. Secondary weather parameters (e.g.

Abstract: Methods and systems for predicting irradiance include learning a classification model using unsupervised learning based on historical irradiance data. The classification model is updated using supervised learning based on an association between known cloudiness states and historical weather data. A cloudiness state is predicted based on forecasted weather data. An irradiance is predicted using a regression model associated with the cloudiness state.

Abstract: Embodiments include a wireless mote network having a plurality of motes, wherein each of the plurality of motes includes a processing unit in communication with a communications device. Each of the motes includes at least a sensor configured to monitor an environmental condition in an area around the mote or an actuator configured to control one or more external systems. The wireless mote network also includes a central communications device configured to communicate with one or more of the motes within a range of the central communications device and a controller configured to communicate with the central communications device, to receive one or more signals indicative of the environmental condition of one or more of the plurality of motes, and to transmit one or more control signals indicating an operation of the actuator to one or more of the plurality of motes.

Abstract: An automated irrigation control comprising crop sensor physically attached to a crop and a light sensitive sensor having a photo-detector for monitoring light intensity of a crop, an irrigation conduit extending along the span of the irrigation zone and adapted to carry fluid, with one or more controllable valves and sensors, growth sensors placed in close proximity of the crop sensors, a computer control system, an irrigation controller, and a communications link between the computer control system, the one or more crop sensor, the three or more growth sensors, and the irrigation controller.

Abstract: A segmented variable drip irrigation system, comprised of a first horizontally disposed conduit and a second horizontally disposed conduit encompassing the first horizontally disposed conduit. The first horizontally disposed conduit passes through a forward end section, a middle section and exits through a rear end section of the second horizontally disposed conduit. The second horizontally disposed conduit contains a drain mounted to its end, at least one flow control valve and a plurality of drip emitters connected to the second horizontally disposed conduit.

Abstract: Techniques for automatically and efficiently controlling air conditioning units (ACUs) in a data center are provided. In one aspect, a method for controlling ACUs in a data center is provided. The method includes the following steps. It is identified which of the ACUs in the data center comprise base ACUs and which of the ACUs in the data center comprise redundant ACUs. Output from one or more of the redundant ACUs is increased in response to one or more control events. Output from the redundant ACUs is decreased once a predetermined period of time has elapsed without a new control event occurring.

Abstract: Methods and systems for data center management include collecting sensor data from one or more sensors in a rack; determining a location and identifying information for each asset in the rack using a set of asset tags associated with respective assets; communicating the sensor and asset location to a communication module; receiving an instruction from the communication module; and executing the received instruction to change a property of the rack.

Abstract: Methods and systems for data center management include collecting sensor data from one or more sensors in a rack; determining a location and identifying information for each asset in the rack using a set of asset tags associated with respective assets; communicating the sensor and asset location to a communication module; receiving an instruction from the communication module; and executing the received instruction to change a property of the rack.

Abstract: A multifunctional sky camera system and techniques for the use thereof for total sky imaging and spectral irradiance/radiance measurement are provided. In one aspect, a sky camera system is provided. The sky camera system includes an objective lens having a field of view of greater than about 170 degrees; a spatial light modulator at an image plane of the objective lens, wherein the spatial light modulator is configured to attenuate light from objects in images captured by the objective lens; a semiconductor image sensor; and one or more relay lens configured to project the images from the spatial light modulator to the semiconductor image sensor. Techniques for use of the one or more of the sky camera systems for optical flow based cloud tracking and three-dimensional cloud analysis are also provided.

Abstract: Methods and systems for data center management include collecting sensor data from one or more sensors in a rack; determining a location and identifying information for each asset in the rack using a set of asset tags associated with respective assets; communicating the sensor and asset location to a communication module; receiving an instruction from the communication module; and executing the received instruction to change a property of the rack.

Abstract: Techniques for real-time modeling temperature distributions based on streaming sensor data are provided. In one aspect, a method for creating a three-dimensional temperature distribution model for a room having a floor and a ceiling is provided. The method includes the following steps. A ceiling temperature distribution in the room is determined. A floor temperature distribution in the room is determined. An interpolation between the ceiling temperature distribution and the floor temperature distribution is used to obtain the three-dimensional temperature distribution model for the room.

Abstract: An aerosol distribution determining system and method are provided. The system includes a set of light emitters for emitting electromagnetic radiation. The system further includes a hyperspectral imaging camera for capturing hyperspectral images of the electromagnetic radiation in an absence of and in a presence of an aerosol distribution. The system also includes a data processing system for determining at least one of a size, a vertical density distribution, and a shape of particles in the aerosol distribution based on a spectral response, an angular distribution, and a polarization of the aerosol distribution derived using the hyperspectral images.

Abstract: An automated irrigation control comprising crop sensor physically attached to a crop and a light sensitive sensor having a photo-detector for monitoring light intensity of a crop, an irrigation conduit extending along the span of the irrigation zone and adapted to carry fluid, with one or more controllable valves and sensors, growth sensors placed in close proximity of the crop sensors, a computer control system, an irrigation controller, and a communications link between the computer control system, the one or more crop sensor, the three or more growth sensors, and the irrigation controller.

Abstract: A method for tracking objects in a two-dimensional space includes first tracking devices that are activated to read tagged objects within the reading ranges of the first tracking devices. Second tracking devices are activated to read tagged objects within the reading ranges of the second tracking devices. The tagged objects read by each first tracking device are compared to the tagged objects read by each second tracking device, and based on the locations of the tagged objects read by the first and second tracking devices, the locations of the tagged objects are determined.