https://www.arduix.com/insights daily 0.75 2026-08-19 https://www.arduix.com/insights/howitrainanhvaxcontroller monthly 0.5 2026-08-19 https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/000ca550-4e45-457c-b192-99346e3b5602/Arduix_BuildingModel.png Research + Insights - How I Train an HVAC Controller - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/c1f97c02-e245-49c6-9a5b-4fa3743abc00/Arduix_TrainingMethold.png Research + Insights - How I Train an HVAC Controller - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.arduix.com/insights/some-zones-got-too-warm monthly 0.5 2026-08-19 https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/40afb7b7-f08e-4411-8182-6de24e3d41c1/Arduix_1_Bounded_Residual_Control.png Research + Insights - The Controller Saved Energy—But Some Zones Got Too Warm - Make it stand out Figure 1. Public-level view of the residual control concept used in the experiment. https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/a78eef80-ab4d-4bac-b2d2-44a62d39a9ff/Arduix_2_Energy_Savings_Comfort_Tradeoff.png Research + Insights - The Controller Saved Energy—But Some Zones Got Too Warm - Make it stand out Figure 2. Repeatable simulated energy savings were accompanied by a repeatable comfort-gate failure. https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/b9946668-98b9-4a34-bc30-95a8a99dc786/Arduix_3_Zone_Level_Warm_Discomfort.png Research + Insights - The Controller Saved Energy—But Some Zones Got Too Warm - Make it stand out Figure 3. The added warm-discomfort burden was concentrated in particular zones rather than shared evenly. https://www.arduix.com/insights/hvac-control-multiple-zones monthly 0.5 2026-08-19 https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/eea15eaf-0e00-47ce-aaa2-b931ebf0a035/Article3_1_More_Zones_Experiment_Journey.png Research + Insights - More Zones Did Not Automatically Mean More Savings - Make it stand out Figure 1. Scaling the controller changed the optimization problem; it did not multiply the original savings. https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/fed58622-1452-44b1-ab05-bfbbdab385a9/Article3_2_System_Coordination.png Research + Insights - More Zones Did Not Automatically Mean More Savings - Make it stand out Figure 2. The initial expansion shifted energy between HVAC components instead of reducing the total. https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/a81b0b57-de25-4dc5-b881-133156c7bf0e/Article3_3_Evaluation_Window_Sensitivity.png Research + Insights - More Zones Did Not Automatically Mean More Savings - Make it stand out Figure 3. One retained policy remained energy-positive, but its measured savings varied across summer periods. https://www.arduix.com/pilot daily 0.75 2026-08-18 https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/1771733906777-IC6UPW52AQUBA0HUPOFE/unsplash-image-yETqkLnhsUI.jpg https://www.arduix.com/technology daily 0.75 2026-08-18 https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/a0cdfb09-42bb-4b33-9f72-5cad8cf84d93/Icons.png Technology https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/c40d68c1-ab31-463d-b319-82beead0320d/Icons.png Technology https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/9906607f-a5aa-41bc-8205-58392d1a4751/Icons.png Technology https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/801ad0c6-0492-46f0-905e-e7916a0fc9b1/Icons.png Technology https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/b1863e9b-7be2-4b73-b759-62c6d3a6269c/Icons.png Technology https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/553951f1-2f02-48f5-bd77-b82e11ce0a04/Technology-BuildingGraphic.png https://www.arduix.com/home daily 1.0 2026-08-18 https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/e30fb6e7-3e11-45fe-9a42-192eba93c79d/unsplash-image-zwe--GYIZtc.jpg https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/130650f7-c915-44fc-8601-6b071357971a/ChatGPT+Image+Aug+17%2C+2026%2C+09_28_37+AM.png https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/06a58c94-9ed1-49f3-9771-6d3b80ad85b1/ChatGPT+Image+Aug+17%2C+2026%2C+09_28_37+AM.png https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/e325f9ed-af66-4d41-9fea-00e71e0abca8/ChatGPT+Image+Aug+17%2C+2026%2C+09_28_37+AM.png https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/32f55bdf-adfe-4598-b1f0-b4721c6aaf21/Article2_Zone.png https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/074a44e3-225c-4846-b087-68df62e12805/Article1_TrainingHVAC.png https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/bb715578-e2b9-45fa-8c93-dbd927942a98/Article3_MoreZones.png https://images.squarespace-cdn.com/content/v1/6995f5ad22348012489b2d18/238d2ebe-4e2e-46af-abfd-243f405962d2/ChatGPT+Image+Aug+17%2C+2026%2C+11_29_30+AM.png