Cavan Merski
Charging Data Shows How EVs Can Ease the Grid
By Cavan Merski, data analyst, Pecan Street – EV owners typically fall into one of three distinct time-of-day charging profiles: midday, evening, or overnight charging. Our data allows us to quantify this behavior and test how flexible it is.
Exploring the Power of High-Resolution HVAC Demand Data
By Cavan Merski, data analyst, Pecan Street – Pecan Street measures energy use every second from individual home circuits, such as HVAC condensers, fans, and auxiliary resistance heating. This granularity empowers energy researchers, utilities, building designers, and policymakers to make informed decisions in a number of areas.
Your Thermostat Could Be a Power Plant
By Cavan Merski, data analyst, Pecan Street – Virtual power plants (VPPs) are a cost-effective, flexible solution to the challenges of balancing supply and demand on power grids. And they’re rapidly gaining traction in the energy industry.
Achieving Affordability, Resilience and Abundance with Virtual Power Plants
By Cavan Merski, data analyst, Pecan Street – The transformative potential of virtual power plants (VPPs) is poorly understood. Your average electricity customer has no idea what VPPs are. Even in the legislative and regulatory universe, VPPs are considered tomorrow’s technology and have not yet been fully integrated into grid planning efforts. They should be.
A Simple Solution to A/C Driven Energy Demand: Smarter Cooling
By Cavan Merski – Download our new analysis, which examines how behavioral tendencies (like manual thermostat adjustments) and home technology (like smart thermostats) can significantly reduce electricity demand for air conditioning during hot Texas summers.
Pecan Street’s Expansion to Puerto Rico Promises Energy Data Goldmine for Researchers and Electricity Customers Everywhere
By Cavan Merski, data analyst, Pecan Street – Our expansion into Puerto Rico is unique; nowhere else on Earth can you find the island’s combination of energy challenges and energy ambition.
Energy Efficiency Does More Than Save Money and Reduce Emissions. It Can Strengthen the Grid.
By Cavan Merski – Energy-efficient homes provide a variety of benefits to customers and the grid. But energy efficiency can be leveraged to produce even more bang for its buck by enabling certain types of demand response.
Heat Pumps 101: Understanding the Technology That Will Drive Residential Decarbonization
By Cavan Merski When you spend your day surrounded by co-workers, you can forget that not everyone knows the same stuff you do. That’s especially true in areas that intersect at Pecan Street, like energy and data. I was reminded of this recently when talking with friends about some of the incentives included in the […]
Pecan Street’s JupyterHub Can Help Rapidly Scale and Iterate Your Research
By Cavan Merski, data analyst, Pecan Street – To allow better access and more sophisticated analysis of this data, we launched our own Jupyterhub, a multi-user server for Jupyter Notebooks designed to support large-scale analysis by using GPU and memory based on a server rather than a local machine. It also allows multiple users – like groups of students or researchers – to share the same document at the same time.
More Clean Power in Texas will Require More Grid Transmission and DER Development
By Cavan Merski, data analyst, Pecan Street – The ERCOT power grid is back in the news. Texas experienced its hottest May on record and June has seen consistent record-breaking temperatures as well. ERCOT has been busy trying to balance extremely high grid demand with various electric generation plant outages. On June 12, ERCOT recorded its highest ever grid demand of over 75GW. That record only lasted one week before grid demand climbed to more than 76 GW on June 20. And we're wasting emission-free wind and solar power.
Cooling a Warming Planet: What Homes in Texas and New York Can Teach Us About Cooling Demand Around the Globe
By Cavan Merski, data analyst, Pecan Street – We were interested to see how our homes in these two regions compared now and what will happen in the future as climate change brings warmer summers to most of the country, so we performed a series of regressions to explore differences in the cooling load between homes in Austin, TX homes and Ithaca, NY.
First Look at High-Resolution Home Energy Data in Puerto Rico Suggests Vastly Different Challenges and Opportunities.
By Cavan Merski, data analyst, Pecan Street – The first Pecan Street home in Puerto Rico is online, and we already see some differences compared to the hundreds of homes in our network in Texas, New York, California and Colorado.
A Year After Winter Storm Uri, a Look at Smart Solutions to Strengthen the Grid
By Cavan Merski, data analyst, Pecan Street Inc. – Microgrids get name-dropped a lot. And for good reason. The promise of a smarter, more resilient, and cleaner grid is enough to make any energy geek swoon. But given all the buzz, there’s a short supply of guidance on how we can deploy microgrid technology at scale. Pecan Street’s new analysis puts our energy data expertise to work to answer part of the microgrid riddle – how can big data enable widespread microgrid deployment?
The Better Your Data, The Better Your Microgrid
By Cavan Merski, data analyst, Pecan Street Inc. – Microgrids get name-dropped a lot. And for good reason. The promise of a smarter, more resilient, and cleaner grid is enough to make any energy geek swoon. But given all the buzz, there’s a short supply of guidance on how we can deploy microgrid technology at scale. Pecan Street’s new analysis puts our energy data expertise to work to answer part of the microgrid riddle – how can big data enable widespread microgrid deployment?
Addressing an Electrification Roadblock: Residential Electric Panel Capacity
Pecan Street’s new analysis explores the opportunities for policymakers and utilities to remove a significant barrier to residential electrification. By incentivizing electric service panel upgrades for existing homes and requiring larger capacity panels for new construction, we can clear the path for full residential electrification.