Machine Design

Is SciML the Predictive Maintenance Breakthrough Manufacturing Has Been Waiting For?

Less instrumentation. More insight. Physics-informed virtual sensors are shifting condition monitoring from isolated pilots ...
GlobalSpec Insights

Smarter water, fewer worries: How sensors, IoT and predictive analytics are transforming water management

A key element to this paradigm shift is the deployment of a distributed sensor network that can continuously monitor water ...
VentureBeat

Google releases FunctionGemma: a tiny edge model that can control mobile devices with natural language

While Gemini 3 is still making waves, Google's not taking the foot off the gas in terms of releasing new models. Yesterday, the company released FunctionGemma, a specialized 270-million parameter AI ...
BGR

Nano Banana 2 AI Model Goes Viral - Here Are 10 Wild Examples

A few days ago, Google finally explained why its best AI image generation model is called Nano Banana, confirming speculation that the moniker was just a placeholder that stuck after the model went ...
IEEE

Stability-Assured Finite-Control-Set Model Predictive Control for Perturbed Electrical Drives

Abstract: The development of rigorous theoretical tools, such as feasibility and stability analysis, for finite-control-set model predictive control (FCS-MPC) of electric drives, has lagged behind ...
IEEE

Approximate Nonlinear Model Predictive Control With Safety-Augmented Neural Networks

Abstract: Model predictive control (MPC) achieves stability and constraint satisfaction for general nonlinear systems but requires computationally expensive online optimization. This brief studies ...
Medical News Today

Social model of disability: Meaning and examples

The social model of disability frames disability as something that is created by society, rather than only by medical conditions or physical differences. The model acknowledges that people have ...
Renewable Energy World

Network model management: Collaboration in and out of the control room

The global energy sector is undergoing a transformation, with the electric grid expanding to accommodate an increasing number of assets, including solar arrays, wind farms, batteries, electric ...
C&EN

Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. In this research work authors have experimentally validated a blend of Machine ...
Wall Street Journal

AI Is Learning to Escape Human Control

An artificial-intelligence model did something last month that no machine was ever supposed to do: It rewrote its own code to avoid being shut down. Nonprofit AI lab Palisade Research gave OpenAI’s o3 ...
Frontiers

Optimizing HVAC systems with model predictive control: integrating ontology-based semantic models for energy efficiency and comfort

Center for Energy Informatics, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark Building systems are dynamic and non-linear. In HVAC systems, independently ...