Waldemar Paszkowski

SmartMaintenance - The Concept of Supporting the Exploitation Decision-Making Process in the Selected Technical Network System

The article presents the SmartMaintenance concept, as a basis for the development of intelligent solutions that support exploitation activities. On the background of the main guidelines of the SmartMaintenance concept, as well as taking the principle of an open architecture, there was described the main components of a computer system supporting exploitation decision-making process. The last part of the article is the SMOPE module, which has been developed by the author. SMOPE complying with the requirements of the SmartMaintenance concept, supports the realization of the exploitation decision-making process of the selected technical network system.

The Use of Neural Network Model in the Assessment of Annoyance of the Industrial Noise Sources

In this article, there was made an attempt to use artificial intelligence methods in the assessment of industrial noise annoyance. There was discussed the research carried out under laboratory conditions and with using the calculation formulas. The results of the use of the neural network model, for the selected variables are more satisfactory, in the context of the methods used. One of the advantages of the presented approach is the possibility of predicting the assessment of noise annoyance for different values against input parameters.