The talk will be concentrated on the following ideas: 1. A new assumption for the model of trend-cycle component. 2. Theoretical justification of trend-cycle estimation using fuzzy transform of higher degrees. 3. How to set the parameters of fuzzy transform to obtain a good estimation of the trend-cycle. 4. Illustrative examples.