Distribution-Free Predictive Inference for Regression
Sign Up to like & getrecommendations! Published in 2018 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2017.1307116
Abstract: ABSTRACT We develop a general framework for distribution-free predictive inference in regression, using conformal inference. The proposed methodology allows for the construction of a prediction band for the response variable using any estimator of the… read more here.
Keywords: distribution free; regression; conformal inference; free predictive ... See more keywords
Model-Free Predictive Current Control of SPMSM Drives Using Extended State Observer
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2021.3095816
Abstract: Conventional predictive control (PC) has been employed for machine drives due to good dynamic response and easy implementation. However, the disturbance caused by machine parameter mismatch is one of main barriers to its widespread application.… read more here.
Keywords: mfpcc; predictive current; free predictive; control ... See more keywords
Fault-Tolerant Model-Free Predictive Controller for Multilevel Cascaded H-Bridge Inverters With Faulty Cells
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2021.3127014
Abstract: In this article, a fault-tolerant model-free predictive controller (FT-MFPC) for cascaded H-bridge multilevel inverters (CHMLIs) is proposed. FT-MFPC is based on an association of model-free predictive controller (MFPC) and a proportional--integral (PI) like structure known… read more here.
Keywords: free predictive; bridge; controller; predictive controller ... See more keywords
A Novel Double-Voltage-Vector Model-Free Predictive Current Control Method for Two-Level Voltage Source Inverters
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2022.3199947
Abstract: An improved model-free predictive current control scheme based on double voltage vector for two-level voltage source inverters (2L-VSIs) is proposed in this article. First, two basic voltage vectors (VVs) are chosen in each control period,… read more here.
Keywords: predictive current; free predictive; control; voltage ... See more keywords
Model-Free Predictive Control of Power Converters With Cascade-Parallel Extended State Observers
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2022.3217609
Abstract: The sensitivity of conventional model-predictive control to parametric uncertainties has made model-free predictive control (MFPC) necessary. MFPC with disturbance rejection features requires a high-gain extended state observer (ESO) for state and total disturbance estimation. The… read more here.
Keywords: state; free predictive; control; predictive control ... See more keywords
Model-Free Predictive Current Control of DFIG Based on an Extended State Observer Under Unbalanced and Distorted Grid
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Power Electronics"
DOI: 10.1109/tpel.2020.2967172
Abstract: The traditional method of controlling a doubly fed induction generator based on a mathematical model has poor control performance when the motor parameters are inaccurate. To solve this problem, this article proposes a new model-free… read more here.
Keywords: predictive current; model free; control; model ... See more keywords
Model-Free Predictive Power Control for PWM Rectifiers under Asymmetrical Grids
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14061224
Abstract: Conventional model predictive power control (MPPC) features a simple concept and quick dynamic response. However, it relies heavily on the systemmodel and its parameter accuracy. Furthermore, the steady ripples are still high due to the… read more here.
Keywords: power control; free predictive; predictive power; control ... See more keywords