Abstract High-voltage transmission lines’ audible noise parameters are impacted by a variety of multidimensional elements. in order to better the accuracy prediction and effectively utilize time-series properties observed data. In this paper, we propose combined model convolutional neural network (CNN) bidirectional long short-term memory (BiLSTM)-based attention mechanism based on feature filt...

This paper analyzes the structure of transmission line towers and live working conditions, draws conclusions on importance necessity studying methods devices high-altitude fall prevention for lines. Combining actual situation pole tower, in view poor manufacturing technology tower anti-falling track, size anti-dropping device track are not matched, connection point is misplaced, a new type adju...

Abstract The traditional risk assessment methods do not adequately consider the specific operating environment and characteristics of a power transmission line. Therefore, new method considering information comprehensive conditions is proposed in this paper. First, model designed via statistical based on preceding failures defects Then, quantization processes state parameters components line ar...

This paper proposes a simple method for calculating the lightning impact level on overhead transmission power lines, taking into account its entire length. The uses historical data and geographic coordinates of line towers. It is based distances between both arrays has been tested lines in Murmansk region Russian Federation can be applied to any if dataset area available. study useful electric ...