Fix It Homestead on MSN

What’s really failing first in older homes: HVAC, wiring, or plumbing?

In an older house, the first system to fail is rarely the one you are watching most closely. The real tipping point is a mix ...
The Cool Down

This innovative rooftop solar subscription model can help you take control of your energy costs — here's how it works

Solar power is a proven home-energy asset that can reduce or eliminate your utility bill. Here's how you can get panels for ...
The Autopian on MSN

Someone is selling an incredible lost Ford concept car on Facebook of all places

There is always something magical about a great concept car. Engineers and designers come together to make a vision of what ...

HVAC Pros Agree: This Trick Will Cut Your Heating Bill in Half This Winter

Home heating bills can quickly grow out of control as temperatures plummet, but by using this one trick, you can cut ...
GitHub

Control Panel for YouTube

This is the support repository for Control Panel for YouTube - for installation links, information about the extension, and FAQs, please visit the Control Panel for ...
IEEE

Multi-Zone HVAC Control With Model-Based Deep Reinforcement Learning

Abstract: The application of reinforcement learning in controlling Heating, Ventilation, and Air Conditioning (HVAC) systems has been extensively researched. Existing studies primarily focus on ...
IEEE

Multi-Agent Hierarchical Deep Reinforcement Learning for HVAC Control With Flexible DERs

Abstract: As electricity consumption in commercial and residential buildings continues to rise, reducing energy costs presents an increasing challenge. Heating, ventilating, and air-conditioning (HVAC ...