Energy Conservation
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Düsseldorf-based proptech startup Dabbel is using AI to drive energy efficiency savings in commercial buildings.
It’s developed cloud-based self-learning building management software that plugs into the existing building management systems (BMS) — taking over control of heating and cooling systems in a way that’s more dynamic than legacy systems based on fixed set-point resets.
Dabbel says its AI considers factors such as building orientation and thermal insulation, and reviews calibration decisions every five minutes — meaning it can respond dynamically to changes in outdoor and indoor conditions.
The 2018-founded startup claims this approach of layering AI-powered predictive modelling atop legacy BMS to power next-gen building automation is able to generate substantial energy savings — touting reductions in energy consumption of up to 40%.
“Every five minutes Dabbel reviews its decisions based on all available data,” explains CEO and co-founder, Abel Samaniego. “With each iteration, Dabbel improves or adapts and changes its decisions based on the current circumstances inside and outside the building. It does this by using cognitive artificial intelligence to drive a Model-Based Predictive Control (MPC) System… which can dynamically adjust all HVAC setpoints based on current/future conditions.”
In essence, the self-learning system predicts ahead of time the tweaks that are needed to adapt for future conditions — saving energy vs a pre-set BMS that would keep firing the boilers for longer.
The added carrot for commercial building owners (or tenants) is that Dabbel squeezes these energy savings without the need to rip and replace legacy systems — nor, indeed, to install lots of IoT devices or sensor hardware to create a ‘smart’ interior environment; the AI integrates with (and automatically calibrates) the existing heating, ventilation, and air conditioning (HVAC) systems.
All that’s needed is Dabbel’s SaaS — and less than a week for the system to be implemented (it also says installation can be done remotely).
“There are no limitations in terms of Heating and Cooling systems,” confirms Samaniego, who has a background in industrial engineering and several years’ experience automating high tech plants in Germany. “We need a building with a Building Management System in place and ideally a BACnet communication protocol.”
Average reductions achieved so far across the circa 250,000m² of space where its AI is in charge of building management systems are a little more modest but a still impressive 27%. (He says the maximum savings seen at some “peak times” is 42%.)
The touted savings aren’t limited to a single location or type of building/client, according to Dabbel, which says they’ve been “validated across different use cases and geographies spanning Europe, the U.S., China, and Australia”.
Early clients are facility managers of large commercial buildings — Commerzbank clearly sees potential, having incubated the startup via its early-stage investment arm — and several schools.
A further 1,000,000m² is in the contract or offer phase — slated to be installed “in the next six months”.
Dabbel envisages its tech being useful to other types of education institutions and even other use-cases. (It’s also toying with adding a predictive maintenance functionality to expand its software’s utility by offering the ability to alert building owners to potential malfunctions ahead of time.)
And as policymakers around the global turn their attention to how to achieve the very major reductions in carbon emissions that are needed to meet ambitious climate goals the energy efficiency of buildings certainly can’t be overlooked.
“The time for passive responses to addressing the critical issue of carbon emission reduction is over,” said Samaniego in a statement. “That is why we decided to take matters into our own hands and develop a solution that actively replaces a flawed human-based decision-making process with an autonomous one that acts with surgical precision and thanks to artificial intelligence, will only improve with each iteration.”
If the idea of hooking your building’s heating/cooling up to a cloud-based AI sounds a tad risky for Internet security reasons, Dabbel points out it’s connecting to the BMS network — not the (separate) IT network of the company/building.
It also notes that it uses one-way communication via a VPN tunnel — “creating an end-to-end encrypted connection under high market standards”, as Samaniego puts it.
The startup has just closed a €3.6 million (~$4.4M) pre-Series A funding round led by Target Global, alongside main incubator (Commerzbank’s early-stage investment arm), SeedX, plus some strategic angel investors.
Commenting in a statement, Dr. Ricardo Schaefer, partner at Target Global, added: “We are enthusiastic to work with the team at Dabbel as they offer their clients a tangible and frictionless way to significantly reduce their carbon footprint, helping to close the gap between passive measurement and active remediation.”
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“We intend to build the Standard Oil of renewable energy,” said James McGinniss, the co-founder and chief executive of David Energy, in a statement announcing the company’s new $19 million seed round of debt and equity funding.
McGinniss’ company is aiming to boost renewable energy adoption and slash energy usage in the built environment by creating a service that operates on both sides of the energy marketplace.
The company combines energy management services for commercial buildings through the software it has developed with the ability to sell energy directly to customers in an effort to reduce the energy consumption and the attendant carbon footprint of the built environment.
The company’s software, Mycor, leverages building demand data and the assets that the building has at its disposal to shift user energy consumption to the times when renewable power is most available, and cheapest.
It’s a novel approach to an old idea of creating environmental benefits by reducing energy consumption. Using its technology, David Energy tracks both the market price of energy and the energy usage by the buildings it manages. The company sells energy to customers at a fixed price and then uses its windows into energy markets and energy demand to make money off the difference in power pricing.
That’s why the company needed to raise $15 million in a monthly revolving credit facility from Hartree Partners. So it could pay for the power its customers have bought upfront.
Image Credits: Getty Images
There are a number of tailwinds supporting the growth of a business like David Energy right now. Given the massive amounts of money that are being earmarked for energy conservation and energy efficiency upgrades, companies like David, which promise to manage energy consumption to reduce demand, are going to be huge beneficiaries.
“Looking at the macro shift and the attention being paid to things like battery storage and micro grids we do feel like we’re launching this at the perfect time,” said McGinniss. “We’re offering [customers] market rates and then rebating the savings back to them. They’re getting the software with a market energy supply contract and they are getting the savings back. Bringing that whole bundled package together really brings it all together.”
In addition to the credit facility, the company also raised $4.1 million in venture financing from investors led by Equal Ventures and including Operator Partners, Box Group, Greycroft, Sandeep Jain and Xuan Yong of RigUp, returning angel investor Kiran Bhatraju of Arcadia and Jason Jacobs’ recently launched My Climate Journey Collective, an early-stage climate tech fund.
“Renewable energy generators are fundamentally different in their variable, distributed, and digitally-native nature compared to their fossil fuel predecessors while customer loads like heating and driving are shifting to electricity consumption from gas. The sands of market power are shifting and incumbents are poorly-positioned to adapt to evolving customer needs, so there’s a massive opportunity for us to capitalize.”
Founded by McGinniss, Brian Maxwell and Ahmed Salman, David Energy raised $1.5 million in pre-seed financing back in March 2020.
As the company expands, its relationship with Hartree, an energy and commodities trading desk, will become even more important. As the startup noted, Hartree is the gateway that David needs to transact with energy markets. The trader provides a balance sheet for working capital to purchase energy on behalf of David’s customers.
“Renewables are causing fundamental shifts in energy markets, and new models and tools need to emerge,” said Dinkar Bhatia, co-head of North American Power at Hartree Partners. “James and the team have identified a significant opportunity in the market and have the right strategy to execute. Hartree is excited to be a commodity partner with David Energy on the launch of the new smart retail platform and is looking forward to helping make DE Supply the premier retailer in the market,” said McGinniss.
David now has retail electricity licenses in New York, New Jersey and Massachusetts and is looking to expand around the country.
“David Energy stands to reinvent the way that hundreds of billions of dollars a year in energy are consumed,” said Equal Ventures investor Rick Zullo. “Business model creativity and finding ways to change user behavior with new models is just as important if not more important than the technology innovation itself.”
Zullo said his firm pitched David Energy on leading the round after years of looking for a commercial renewable energy startup. The core insight was finding a service that could appeal not to the new construction that already is working with top-of-the-line energy management systems, but with the millions of square feet that aren’t adopting the latest and greatest energy management systems.
“Finding something that will go and bring this to the mass market was something we had been on the hunt for really since the inception of Equal Ventures,” said Zullo.
The innovation that made David attractive was the business model. “There is a landscape of hundreds of dead companies,” Zullo said. “What they did was find a way to subsidize the service. They give away at low or no cost and move that in with line items. The partnership with Partree gives them the opportunity to be the cheapest and also the best for you and the highest margin regional energy provider in the market.”
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With icons like Leonardo DiCaprio and Bill Gates using their powerful brands and personal convictions to turn the world’s focus toward the crisis of climate change and the long-lever arm of energy efficiency, it’s time for policy makers and practitioners to get serious about finding ways to take better care of our planet. Read More
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