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Forecast: A Neural System for Diagnosis and Control of Highway Surfaces
May/June 1998 (vol. 13 no. 3)
pp. 20-26
| ASCII Text | x | ||
| Antonio Luchetta, Stefano Manetti, Franco Francini, "Forecast: A Neural System for Diagnosis and Control of Highway Surfaces," IEEE Intelligent Systems, vol. 13, no. 3, pp. 20-26, May/June, 1998. | |||
| BibTex | x | ||
| @article{ 10.1109/5254.683177, author = {Antonio Luchetta and Stefano Manetti and Franco Francini}, title = {Forecast: A Neural System for Diagnosis and Control of Highway Surfaces}, journal ={IEEE Intelligent Systems}, volume = {13}, number = {3}, issn = {1094-7167}, year = {1998}, pages = {20-26}, doi = {http://doi.ieeecomputersociety.org/10.1109/5254.683177}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - MGZN JO - IEEE Intelligent Systems TI - Forecast: A Neural System for Diagnosis and Control of Highway Surfaces IS - 3 SN - 1094-7167 SP20 EP26 EPD - 20-26 A1 - Antonio Luchetta, A1 - Stefano Manetti, A1 - Franco Francini, PY - 1998 KW - adaptive learning KW - environmental application KW - neural networks KW - time-series forecasting KW - weather forecasting. VL - 13 JA - IEEE Intelligent Systems ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/5254.683177
The Forecast system predicts the temperature of road surfaces, using a neural net with back propagation learning algorithms and online parameter tuning. Forecast is a part of Icenet, a road-surface monitoring system installed on part of the Italian highway network. Icenet consists of a set of stations with specialized sensors. The stations, placed in the most critical zones, are connected via modem to a central station, which receives the data and forecasts temperature changes. If the temperature drops below zero, Icenet warns the system's operators.
Index Terms:
adaptive learning, environmental application, neural networks, time-series forecasting, weather forecasting.
Citation:
Antonio Luchetta, Stefano Manetti, Franco Francini, "Forecast: A Neural System for Diagnosis and Control of Highway Surfaces," IEEE Intelligent Systems, vol. 13, no. 3, pp. 20-26, May-June 1998, doi:10.1109/5254.683177
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