Conventional model predictive current control of permanent magnet synchronous machines (PMSMs) relies heavily on a precise mathematical model, which may be challenging to obtain in certain cases. To ...

Nonlinear Model-Predictive Control Using Koopman Operator This document explains the implementation of the Koopman Operator in conjunction with Model Predictive Control (MPC) . A nonlinear dynamic ...

MCP Server: Mermaid Validator A Model Context Protocol server that validates and renders Mermaid diagrams. This server enables LLMs to validate and render Mermaid diagrams.

Reply to: Recalibrating Digital Predictions: Uncovering the Limits of the MMAI Prostate LT-ADT Predictive Model in the Era of Tumor Evolution The following represents disclosure information provided ...

The model demonstrated high predictive accuracy and strong clinical applicability. It provides a valuable tool for preoperative risk assessment and individualized treatment planning, contributing to ...

A new model using genomic and pathological data improves prognostic accuracy for advanced NSCLC, aiding personalized treatment plans. Traditional indicators like tumor mutational burden and PD-L1 ...

Recently, model predictive control is widely applied in practice. To enhance the robustness of the controlled system, model-free predictive control is singled out as an alternative solution. However, ...