RF Performance Predictions for Real Time Shipboard Applications

2012 ◽  
Author(s):  
Nathan Fuhrer ◽  
Amalia E. Barrios
2011 ◽  
Author(s):  
Richard Sprague ◽  
Priya Babu ◽  
Amalia E. Barrios

2010 ◽  
Author(s):  
Richard Sprague ◽  
Priya Babu ◽  
Nathan Fuhrer ◽  
Amalia E. Barrios

2009 ◽  
Author(s):  
Richard Sprague ◽  
Amalia E. Barrios ◽  
Priya Babu

2021 ◽  
Vol 2042 (1) ◽  
pp. 012112
Author(s):  
Chantal Basurto ◽  
Roberto Boghetti ◽  
Moreno Colombo ◽  
Michael Papinutto ◽  
Julien Nembrini ◽  
...  

Abstract Machine Learning techniques have been recently investigated as an alternative to the use of physical simulations, aiming to improve the response time of daylight and electric lighting performance-predictions. In this study, daylight and electric lighting predictor models are derived from daylighting RADIANCE simulations, aiming to provide visual comfort to office room occupants, with a reduced use of electric lighting. The aim is to integrate an intelligent control scheme, that, implemented on a small embedded 32-bit computer (Raspberry Pi), interfaces a KNX system for a quasi-real-time optimization of the building parameters. The present research constitutes a step towards the broader goal of achieving a unified approach, in which the daylight and electric lighting predictor models would be integrated in a Model Predictive Control. A verification of the ML performance is carried-out by comparing the model predictions to data obtained in monitoring sessions in autumn, winter and spring 2020-2021, resulting in an average MAPE of 19.3%.


2019 ◽  
pp. 117-120
Author(s):  
Matthias D. Ziegler ◽  
Bartlett A. Russell ◽  
Amanda E. Kraft ◽  
Michael Krein ◽  
Jon Russo ◽  
...  

1984 ◽  
Vol 24 (06) ◽  
pp. 643-655 ◽  
Author(s):  
A.A. Reznik ◽  
Robert M. Enick ◽  
Sudhir B. Panvelker

Abstract Analytically exact and continuous solutions are developed for the space-time relationships of a linear water flood in a vertically stratified reservoir model. The solutions represent simple extensions of the analytical, but discrete, spatial relationships of Dykstra and Parsons to analytically continuous expressions. Explicit solutions for time are presented that permit the coupling of all instantaneous presented that permit the coupling of all instantaneous and cumulative performance parameters to a completely rational time basis. The continuous nature of the solutions permits unusual fluid behavior to be observed between successive bedbreak through points. Although the model assumes piston-like displacement, these novel phenomena do not appear to be artifacts of this limiting assumption. This work develops the concept of a bed property time that forms the basis for a generalized bed-ordering parameter. For the case of constant injection pressure, parameter. For the case of constant injection pressure, property time is shown to be identical to the real or property time is shown to be identical to the real or process time. For the common case of constant overall process time. For the common case of constant overall injection rate, the customary use of property time concepts to determine real or process time is shown to be completely erroneous, yielding values that are incorrect both in magnitude and in trend. A bed flood-front passing phenomenon is presented that allows the flood fronts of "slower" beds initially to lead those of "faster" beds if specified constraints are satisfied. It is shown that these constraints can be satisfied for moderate bed-fluid property variations. The analytical nature of the solutions provides greater insight into the controlling factors of such processes. The use of real time as a process parameter provides a more realistic basis for comparative performance between floods under the same or different injection conditions. The relationship between injected PV and time can be used to extend the linear model to approximate predictions for stratified, nonlinear, pattern floods. Introduction The first rational description of the saturation distribution created by immiscible displacement in homogeneous porous media was given by the classical work of Buckley and Leverett. The trailing zone relations developed by Welge greatly increased the use of the Buckley and Leverett relationships in water flood performance predictions and in the computation of relative performance predictions and in the computation of relative permeabilities from unsteady-state flows. These analyses did permeabilities from unsteady-state flows. These analyses did not, however, address the major problem of displacement in vertically stratified reservoirs. The problem of vertical stratification of the producingzones was first analyzed by Law using a set of horizontal, parallel, noncommunicating beds coupled only at the parallel, noncommunicating beds coupled only at the injection and production surfaces. This model remains the classic reservoir prototype for analysis of water flood performance in vertically stratified reservoirs. A stratified performance in vertically stratified reservoirs. A stratified reservoir with cross flow can be treated as a uniform system characterized by its average properties. Stiles used this model to predict water flood behaviour when the bed stratification was caused only by variations in the absolute and effective permeabilities. Further, the existence of a trailing zone was not accounted for, creating a piston-like displacement. The velocity of a bed flood front was assumed to be a function of absolute permeability only, which imposed a mobility ratio of unity on every bed. Unfortunately, the Stiles method was also used for mobility ratios other than unity by simple superposition. The results were completely irrational and alien to the model assumptions. The first rational inclusion of mobility ratios other than unity was presented in the work of Dykstra and Parsons. Although the piston-like displacement assumption is retained, this transport model is dynamically correct. Dykstra and Parsons also presented their results in a statistical fashion based on a log-normal permeability distribution. Unfortunately, these results were coupled to a severely restricted recovery correlation by Johnson, which greatly limited the universality of the original Dykstra and Parsons statistical work; this fact is implied by Craig. SPEJ P. 643


2008 ◽  
Author(s):  
Robert A. Richwine ◽  
Yash R. Puri ◽  
Ashok K. Sood ◽  
Raymond S. Balcerak ◽  
Stuart Horn ◽  
...  

1979 ◽  
Vol 44 ◽  
pp. 41-47
Author(s):  
Donald A. Landman

This paper describes some recent results of our quiescent prominence spectrometry program at the Mees Solar Observatory on Haleakala. The observations were made with the 25 cm coronagraph/coudé spectrograph system using a silicon vidicon detector. This detector consists of 500 contiguous channels covering approximately 6 or 80 Å, depending on the grating used. The instrument is interfaced to the Observatory’s PDP 11/45 computer system, and has the important advantages of wide spectral response, linearity and signal-averaging with real-time display. Its principal drawback is the relatively small target size. For the present work, the aperture was about 3″ × 5″. Absolute intensity calibrations were made by measuring quiet regions near sun center.


Author(s):  
Alan S. Rudolph ◽  
Ronald R. Price

We have employed cryoelectron microscopy to visualize events that occur during the freeze-drying of artificial membranes by employing real time video capture techniques. Artificial membranes or liposomes which are spherical structures within internal aqueous space are stabilized by water which provides the driving force for spontaneous self-assembly of these structures. Previous assays of damage to these structures which are induced by freeze drying reveal that the two principal deleterious events that occur are 1) fusion of liposomes and 2) leakage of contents trapped within the liposome [1]. In the past the only way to access these events was to examine the liposomes following the dehydration event. This technique allows the event to be monitored in real time as the liposomes destabilize and as water is sublimed at cryo temperatures in the vacuum of the microscope. The method by which liposomes are compromised by freeze-drying are largely unknown. This technique has shown that cryo-protectants such as glycerol and carbohydrates are able to maintain liposomal structure throughout the drying process.


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