#sensae — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #sensae, aggregated by home.social.
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This looks like a great session at #SensorsConverge discussing a system level view of distributed algorithms and heuristics (don’t let the use of the hyped term AI fool you) among sensors and actuators #SensorsConverge2026
#EdgeContinuum #SensAE -
Less than one air trip per year for any reason, less than four #BEV road trips per year for pleasure, about one 6 hour round trip per month for other reasons
5) #BEV no more fossil fuel vehicle, we charge at home, at night from our “cleanest” grid energy, except for those longer road trips
6) #ElectrifiedHome, including #heatPump
7) Our home is a sensor analytics ecosystem #SensAE to reduce energy use
8) Whole home filtration system, no more bottled water
9) Vax’d and masked… -
Interesting fix. @czds and I have been having trouble adding two new Eve Thread/Matter Energy Plugs to our Apple Home, even the Eve app. We tried the various “fixes” in Eve and Apple and various third-party support/discussion forums. Nada. Until we stumbled upon one suggestion. Enable IPv6 in your local router. We didn’t even configure IPv6, just enabled it. Now to find the time to replace the WeMo switches
#Thread #Matter #IPv6 #SmartHome #Eve #AppleHome sensor analytics ecosystem #SensAE
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Interesting fix. @czds and I have been having trouble adding two new Eve Thread/Matter Energy Plugs to our Apple Home, even the Eve app. We tried the various “fixes” in Eve and Apple and various third-party support/discussion forums. Nada. Until we stumbled upon one suggestion. Enable IPv6 in your local router. We didn’t even configure IPv6, just enabled it. Now to find the time to replace the WeMo switches
#Thread #Matter #IPv6 #SmartHome #Eve #AppleHome sensor analytics ecosystem #SensAE
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Interesting fix. @czds and I have been having trouble adding two new Eve Thread/Matter Energy Plugs to our Apple Home, even the Eve app. We tried the various “fixes” in Eve and Apple and various third-party support/discussion forums. Nada. Until we stumbled upon one suggestion. Enable IPv6 in your local router. We didn’t even configure IPv6, just enabled it. Now to find the time to replace the WeMo switches
#Thread #Matter #IPv6 #SmartHome #Eve #AppleHome sensor analytics ecosystem #SensAE
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@jaredwhite @gbargoud @inthehands I’ve been using sensor analytics ecosystems #SensAE for a long time
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Modern cars, especially #BEV are excellent examples of sensor analytics ecosystems #SensAE with sensor suites and on-board #Edge computing capabilities that allow the car as ecosystem interact with the humans inside and the environment outside the system. This new chip from #Rivian should expand capabilities. But always remember while the heuristics and algorithms under the #AI and #ML banners are impressive, machines don’t learn and intelligence isn’t artificial
https://www.theverge.com/news/842213/rivian-ai-autonomous-chip-specs
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@RuthMalan that last quote is definitely worth considering as a causal digital twin is used to guide the evolution of a system from one iteration to the next as the fidelity of the physical sensors with models/simulations in the digital twin help to define the “stable intermediate forms”
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7/7 Overall, we are pleasantly surprised by this single portable PV panel, with the Anker Solix Home Power Panel and F3800 battery systems. We live in a windy area, and with gusts over 20mph today, the panels haven’t moved at all, unless we repositioned them. If we ever do take another step, it’s likely to be rigid solar panels, either mounted to stands on the ground, or on a pergola, with tulip style vertical axis wind turbines, maybe not this fancy as attached. ALT text has more
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6/n The Anker Solix app does show some data, such as the amount of solar power being generated during the day. It’s easy to see where we adjusted the PV panels throughout the day. The peaks, at 250-270W, are where the panels are nicely lined up with the sun, shadow sharply straight behind the panels.
#SensAE #SmartHome #Photovoltaics #PV #Sustainability #Resilience #IoT #EV #BEV
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5/n Screen capture of the Anker Solix app showing power going from the PV panels to the battery systems to the Home Power Panel to the house, with nothing coming from the grid. The app is a rudimentary #DigitalTwin the animation is somewhat informative. It can be disconcerting when the PV panel on the ground disappears when it’s too dark for it to generate any electricity
#SensAE #SmartHome #Photovoltaics #PV #Sustainability #Resilience #IoT -
4/n The photovoltaic panel is more of a test. Is it really worth it where we live? The day it was delivered was cloudy and misting; we still got 100-200W from it. Today was bright and sunny, and we got 250-300W. Not bad from a panel rated at 400W.
#SensAE #SmartHome #Sustainability #Resilience #PV #photovoltaics -
3/n A wide angle shot might show the system a bit better. The original F3800 host battery, with the expansion battery sitting atop the host, and a flat cable connecting the two batteries. Thin DC cables are plugged into an XT-60 connector in the host, trailing along the garage floor to the PV panels on the driveway. The F3800 Plus host battery with its expansion battery atop it is connected by a standard 120V AC power cord to a vehicle-to-load dongle plugged into an Ioniq5.
#SensAE #AnkerSolix -
2/n In this thread, let’s focus on what we’ve done in the last week, and what we might do next. The ultimate goal would be to have a test bed for a multi-model, multi-modal causal #DigitalTwin of a microgrid using local renewable energy source, primarily wind and solar, with local battery storage. As quoted in the first toot, we took the first step last month. This month, we added an Anker Solix F3800 Plus host battery and expansion battery, and a 400W portable Photovoltaic Panel
#SensAE #CDT -
The cited article is correct in what it states, but seems to miss a few key points:
• controlled environment agriculture such as vertical farms, container farms and mixed media farming, such as combining aquaculture with farming
• the impact open-air farming, such as rooftop and community gardens can have on the urban heat-island problem
• the reduction of supply-chain costs and environmental impacts
#SensorAnalyticsEcosystem #SensAEFrom: @stogner
https://flipboard.com/@stogner/ieee-sustainability-and-climate-change-iu4v7u00z/-/a-d_5stRdvSr20O-d6grSn_Q%3Aa%3A3660038-%2F0 -
Well, @czds and I took the next step in our sustainable, resilient smart home plans with the installation of an Anker Solix f3800 whole home battery, expansion battery and Solix Home Panel. In testing, with refrigerator, all lights inside and outside, network and heat pump running, the system was predicting 10 hours of run time. Cranking the heat to 29.4°C/85°F slowly reduced that time to 3 hours 😂.
CC @TomRaftery1/2
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Considering that Belkin hasn’t updated the firmware since initial release, in spite of multiple security vulnerabilities, this is an announcement about five years after the fact. Overall, a good thing
#IoT #SmartHome #Belkin #Wemo #SensAE #SensorAnalyticsEcosystem
From: @macrumors
https://mastodon.social/@macrumors/114830735111127284 -
While the URI points to a Wired article entitled to be about the #Metaverse the article is actually about #industrial, #manufacturing and #robotics use of #DigitalTwins — that term is used frequently throughout the article. While LLM/GPT style #generative technology is mentioned, imagine, as you read the article, #causal methods for multi-modal, multiple model composable, causal digital twins
https://www.wired.com/story/the-metaverse-is-here-and-its-industrial/
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While the URI points to a Wired article entitled to be about the #Metaverse the article is actually about #industrial, #manufacturing and #robotics use of #DigitalTwins — that term is used frequently throughout the article. While LLM/GPT style #generative technology is mentioned, imagine, as you read the article, #causal methods for multi-modal, multiple model composable, causal digital twins
https://www.wired.com/story/the-metaverse-is-here-and-its-industrial/
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While the URI points to a Wired article entitled to be about the #Metaverse the article is actually about #industrial, #manufacturing and #robotics use of #DigitalTwins — that term is used frequently throughout the article. While LLM/GPT style #generative technology is mentioned, imagine, as you read the article, #causal methods for multi-modal, multiple model composable, causal digital twins
https://www.wired.com/story/the-metaverse-is-here-and-its-industrial/
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While the URI points to a Wired article entitled to be about the #Metaverse the article is actually about #industrial, #manufacturing and #robotics use of #DigitalTwins — that term is used frequently throughout the article. While LLM/GPT style #generative technology is mentioned, imagine, as you read the article, #causal methods for multi-modal, multiple model composable, causal digital twins
https://www.wired.com/story/the-metaverse-is-here-and-its-industrial/
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While the URI points to a Wired article entitled to be about the #Metaverse the article is actually about #industrial, #manufacturing and #robotics use of #DigitalTwins — that term is used frequently throughout the article. While LLM/GPT style #generative technology is mentioned, imagine, as you read the article, #causal methods for multi-modal, multiple model composable, causal digital twins
https://www.wired.com/story/the-metaverse-is-here-and-its-industrial/
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Advanced Happy #IoTday to all who celebrate. I hope there is an online or nearby event that meets your interests
#IoT #IIoT #SmartCity #SmartRegion #SensorAnalyticsEcosystem #SensAE -
And here is an excellent example of centralized utility grid will fail and #TeleInterActive #microgrids acting as sensor analytics ecosystems #SensAE are required for resilience [see my thread before this post]
From: @news
https://oceanplayground.social/@news/113872837193212280 -
We need to explore how these distributed #microgrids can act as sensor analytics ecosystems #SensAE for the improvement of the local and global environments. As #TeleInterActive Microgrids they can island, support neighbors and supplement regional grids. One way to do this will be through connected #composable #causal #DigitalTwins communicating, adding context and collaborating to bring resilience from the local to the regional level
3/3
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I am wary of the output of any LLM/GPT, and fairly disgusted by the human costs in training the LLM, especially weeding out toxic material, and by the environmental costs of running these models. Far better, I think, will be causal models using connected data, running at the Edge with personalized data. Apple Intelligence, mostly running on-device with few running on their servers that are powered by renewable energy are along the right path #SensAE
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2/2 An HMO in the USA with whom @czds and I have worked in the past, provide all their medical office building staff (administrative, clerical, nursing, physicians, lab techs, etc) with Apple Watches as an ongoing, internal research project for the very purpose of determining what these data sets, this new every day telemetry, actually means.
#healthcare #telemedicine #mHealth #IoT #SensorAnalyticsEcosystem #SensAE -
This is an excellent example of #TechnologyForGood and the tension between established infrastructure and profit vs more cost-effective and equitable approaches
#Drones #Healthcare #SupplyChain sensor analytics ecosystems #SensAE
https://ssir.org/articles/entry/zipline-health-innovations-africa
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… #SensAE followed #IoT #IIoT data management and analytics, followed data warehousing and business intelligence, followed sous chef followed chocolate sauce entrepreneur followed aerospace system risk assessment using cause-consequence analysis and Bayes, followed Physical Electrochemist (PV research in industry, mid-temperature molten salt fuel cell research for solar reactors in grad school, Li Battery stoichiometry as an intern), followed BS Chem BA Philosophy (technical ethics) minor math…
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…Speaking of learning, that’s what I really like. I like to learn. For me that often comes about by reading and something in what I’m reading sparks my interest, so I’ll read more, do it, read more do more, and after a few days or a few years, learn something else. Partially this led to my varied careers: #SensAE …
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…so, other than the techie stuff, our sensor analytics ecosystems #SensAE stuff, the political stuff and the #ClimateCrisis stuff, I might post about the deer who visit @czds and me, food that we’ve cooked (vegetarian) or baked (mostly bread, and that wondrous intersection of baking and cooking: pizza), and maybe fun stuff that we learn as we explore the Pacific NorthWest #PNW
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…but also the impact politics must have to stop ecosystem collapse from #GlobalWarming #ClimateCatasrophe
Politics, anthropology and conversations as part of system architecture can help with sensor analytics ecosystems for Renewable Energy and Storage, TeleInterActive #Microgrids, #SmartRegions, Supply Chain and Circular Economy, and systems architecture to bring it all together, to reduce/reverse the impact from over a century of burning stuff
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…#realtime and #streamingAnalytics for #IoT #IIoT with open source being at the heart of many of the discussions and communities with which we were involved. We first used cause/effect and Bayesian methods long ago (1980s), as well as causal inference and system thinking [not plural]. These are more important now as we extend into #DigitalTwins for TeleInterActive Microgrids and SmartRegion to address #GlobalWarming #ClimateCatastrophe
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…we expanded our reach in 2005-2015 to ”smarter everything“ categories still with regional, governmental and industrial, logistics organizations. Then, from 2010-today, clarity in our mission led to an #IoT #IIoT maturity model of #connection, #communication, #contextualization, #collaboration, #causation, #conceptualization and #cognition leading to #SensorAnalyticsEcosystems
Podcasts, chats and panel discussions covering many areas related to…
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…we expanded our reach in 2005-2015 to ”smarter everything“ categories still with regional, governmental and industrial, logistics organizations. Then, from 2010-today, clarity in our mission led to an #IoT #IIoT maturity model of #connection, #communication, #contextualization, #collaboration, #causation, #conceptualization and #cognition leading to #SensorAnalyticsEcosystems
Podcasts, chats and panel discussions covering many areas related to…
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…we expanded our reach in 2005-2015 to ”smarter everything“ categories still with regional, governmental and industrial, logistics organizations. Then, from 2010-today, clarity in our mission led to an #IoT #IIoT maturity model of #connection, #communication, #contextualization, #collaboration, #causation, #conceptualization and #cognition leading to #SensorAnalyticsEcosystems
Podcasts, chats and panel discussions covering many areas related to…
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…we expanded our reach in 2005-2015 to ”smarter everything“ categories still with regional, governmental and industrial, logistics organizations. Then, from 2010-today, clarity in our mission led to an #IoT #IIoT maturity model of #connection, #communication, #contextualization, #collaboration, #causation, #conceptualization and #cognition leading to #SensorAnalyticsEcosystems
Podcasts, chats and panel discussions covering many areas related to…
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…we expanded our reach in 2005-2015 to ”smarter everything“ categories still with regional, governmental and industrial, logistics organizations. Then, from 2010-today, clarity in our mission led to an #IoT #IIoT maturity model of #connection, #communication, #contextualization, #collaboration, #causation, #conceptualization and #cognition leading to #SensorAnalyticsEcosystems
Podcasts, chats and panel discussions covering many areas related to…
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I’m adding to my pinned #introduction to explain my interests a bit. My focus on #InternetOfThings started in 2000 when @czds and our company added RFID and mobile barcode reader data to supply chain, logistics and asset management EDW/BI that we were implementing for industry and government organizations. Leaning on Bayesian methods and complex system experience, with community and sustainability goals…
#IoT #IIoT #SensAE #SmartPlanet -
@RuthMalan I just boost others 👴🏼 In the USA, here at home, I focus on politics more than I ever have, especially as @czds provides examples of current MAGA forces reminding her of the rise of Marcos, but also the impact politics must have to stop ecosystem collapse #GlobalWarming #ClimateCatasrophe and how system architecture can help with sensor analytics ecosystems #SensAE for Microgrids, Smart Regions, Supply Chain and Circular Economy, and systems architecture to bring it all together
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@Unixbigot 2/2
Bonus: IR sensor that monitors the cooktop for pots/pans that are overheating and the robotic actuator adjusts/shuts-off the heating element
#IoT #InternetofThings #SensorAnalyticsEcosystem #SensAE #TechEnhancedLifestyle #AgingInPlace
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@Unixbigot This may be a bit over-the-top…
A kitchen-counter/work-table mounted robotic arm, with image/thermal/motion sensors and on-device computational-statistics/machine-learning/small-model-generative-predictive-transformer to anticipate and aid partially paralyzed, elderly or just plain clumsy individuals in their activities 1/2
#IoT #InternetofThings #SensorAnalyticsEcosystem #SensAE #TechEnhancedLifestyle #AgingInPlace
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The previous toot in this thread was part of two comments to two separate posts on LinkedIN, one concerning #IoT and one concerning #AI and that kinda proves that these two concepts should be viewed together. The concept of sensor analytics ecosystems #SensAE came from this realization, particularly when we were involved with so-called #SmartCity #SmartRegion projects.
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Drone delivery can be viable, cost effective and environmentally friendly (see #Zipline), but DroneUp isn’t delivering the profit that Walmart desires. No mention if the customers in the area are being left in the lurch or if road infrastructure is adequate
https://www.theverge.com/2024/8/16/24221964/walmart-ends-droneup-deliveries-three-states
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@ashwrites the main reason for sensors in home appliance should be fault prevention, with Internet connectivity [s/inference/not needed] except for remote diagnostics when needed. Unfortunately, most “preventive maintenance” Is schedule based not sensor based, and connectivity of any type isn’t needed. #IoT #SmartAppliance #SmartHome #SensorAnalyticsEcosystems #SensAE
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@ashwrites the main reason for sensors in home appliance should be fault prevention, with Internet connectivity [s/inference/not needed] except for remote diagnostics when needed. Unfortunately, most “preventive maintenance” Is schedule based not sensor based, and connectivity of any type isn’t needed. #IoT #SmartAppliance #SmartHome #SensorAnalyticsEcosystems #SensAE
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@ashwrites the main reason for sensors in home appliance should be fault prevention, with Internet connectivity [s/inference/not needed] except for remote diagnostics when needed. Unfortunately, most “preventive maintenance” Is schedule based not sensor based, and connectivity of any type isn’t needed. #IoT #SmartAppliance #SmartHome #SensorAnalyticsEcosystems #SensAE
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@ashwrites the main reason for sensors in home appliance should be fault prevention, with Internet connectivity [s/inference/not needed] except for remote diagnostics when needed. Unfortunately, most “preventive maintenance” Is schedule based not sensor based, and connectivity of any type isn’t needed. #IoT #SmartAppliance #SmartHome #SensorAnalyticsEcosystems #SensAE
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@ashwrites the main reason for sensors in home appliance should be fault prevention, with Internet connectivity [s/inference/not needed] except for remote diagnostics when needed. Unfortunately, most “preventive maintenance” Is schedule based not sensor based, and connectivity of any type isn’t needed. #IoT #SmartAppliance #SmartHome #SensorAnalyticsEcosystems #SensAE
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This is a very interesting article that @czds found in her reading. There are several approaches that I think benefit #health #DigitalTwins multi-model twins including deterministic, stochastic, Bayesian and causal models, development of priors using genetic as well as medical record data, continual updating through #wearables and environmental simulations