IEEE

Modeling Non-Linear and Non-Stationary Magnetic Signals: An Enhanced Signal Processing Strategy for Wind Time Series Analysis

Abstract: The magnetic-flux-based condition monitoring techniques are becoming increasingly popular due to their advantages, such as non-invasiveness, low costs, and ease of sensor installation.
C&EN

Mixed-Integer Linear Programming Formulation with Embedded Machine Learning Surrogates for the Design of Chemical Process Families

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. There is a need for design strategies that can support rapid and widespread deployment ...
IEEE

Dynamic Process Monitoring Using Total Multirate Linear Gaussian State Space Model

Abstract: Conventional data-driven dynamic process monitoring methods usually rely on data collected at a single sampling rate. The effectiveness of these approaches typically diminishes when ...
C&EN

CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch Reactor

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Batch reactors are type of chemical reactors, where the reactants are loaded to ...
circularonline

Linear vs circular economy: The key business model differences

Jessica Bradley explores the key differences between a linear economy and a circular economy, and looks at the latest business innovations in circularity. In recent years, there’s been growing ...
Acsh.org

Aging Is Not as Simple as Ticking Clocks and Wrinkling Skin

Aging is far more complex than just an advancing clock. It's a tangled web of molecular changes that don’t play by linear rules. Recent studies reveal that the risk of diseases – like cardiovascular ...
The New York Times

For Lauren Hutton, Modeling Was Never the Dream

At 80, the model and actress waves the flag for “full-grown women.” Interview by Guy Trebay The Unstoppables is a series about people whose ambition is undimmed by time. Below, Lauren Hutton explains, ...
labs.sogeti

DATA MINING: PROCESS AND TECHNIQUES

Data Mining Process Generally, each data mining model has its own steps, though the process is usually similar. For example, CRISP-DM (Cross Industry Standard Process for Data Mining) method has six ...