Lawrence Berkeley’s Forecast: Hot Weather Ahead

By Nicole Hemsoth

September 30, 2005

Climate change and rolling blackouts may be a package deal. More frequent and intense heat waves expected in California over the next 100 years could overburden the state's electric utility grid, according to a study led by scientists in the U.S. Department of Energy's Lawrence Berkeley National Laboratory.

“If a large area of California is hot and there is also demand on the energy grid throughout the western U.S., these conditions will likely lead to blackouts,” according to Norm Miller, a Berkeley Lab climatologist who examined the impacts heat extremes will have on the Golden State's energy demands.

Miller presented the study earlier this month at the Second Annual Climate Change Research Conference and the First Scientific Conference of the West Coast Governors' Global Warming Initiative. The research is funded by the California Energy Commission and California Environmental Protection Agency as part of the West Coast Governors' Global Warming Initiative. In addition, Miller and colleagues are working on two studies as part of the Governors' Global Warming Initiative: an analysis of long-term, multi-decade droughts in California, and the likelihood of storm surges and flooding in Northern California's Sacramento-San Joaquin Delta region, where the Sacramento and San Joaquin rivers drain into the San Francisco Bay.

In the energy demand analysis — which was also conducted by Jiming Jin and Alan Sanstad of Berkeley Lab, Katharine Hayhoe of AtmosResearch Consulting and Maxmilian Auffhammer of UC Berkeley — Miller's team analyzed several greenhouse gas emission scenarios adopted by the Intergovernmental Panel on Climate Change, a United Nations-formed organization that informs the world's policymakers on climate change and impacts. They coupled these emission scenarios with observed heat wave trends in California. Their findings: the onset of heat waves will come earlier each summer, and there will be more and longer lasting heatwaves during future summers. In one scenario, Los Angeles may experience up to six times more heatwave days each summer toward the end of this century.

This, in turn, will force people to crank up air conditioners and other residential cooling appliances, which could impose too much demand on the state's electric utility grid. Miller's analysis of projected heat extremes and energy demand indicates that in Los Angeles, there may be seven times more occurrences when temperatures reach or exceed the threshold at which people turn on air conditioners. He found similar sharp increases in several other California cities including Sacramento, Modesto and San Diego.

There's no question that energy demand is on the rise. At present, world demand for energy is approximately equivalent to a continuous power consumption of 13 trillion watts. An expected global population of nine billion people and rapid technology growth is projected to more than double energy demand to 30 TW by 2050, and to more than triple demand to 46 TW by 2099 — even with aggressive conservation and energy efficiency.

Energy demand is also booming in the western U.S., where California, Nevada and Arizona experienced record high temperatures in July of this year. In California, future electricity demand due to extreme temperatures during the summer is expected to approach 65 megawatts by 2010 from a demand of approximately 55 megawatts in the summer of 2004. This surge is due in part to a growing population statewide, and a housing boom in California's Central Valley, which experiences hot summers. In fact, the residential sector is one of the fastest growing energy consumers in the state.

“Once it gets to about 80 degrees, there is an almost linear relationship between temperature and energy load,” said Miller. “The question then becomes how will the energy grid sustain all this.”

The answer lies in how the energy grid is managed. When California's operating reserves fall below seven percent, a Stage 1 alert ensues. A Stage 2 alert kicks in if operating reserves fall below five percent. A Stage 3 alert with rolling blackouts occurs when operating reserves dip below three percent. According to Miller, if the western U.S. experiences a summer of widespread and prolonged heat extremes, then California's operating reserves may likely drop below three percent, leading to blackouts and adverse economic impacts.

He also said the future doesn't have to be rife with rolling blackouts. Not included in his predictions are the adoption of energy efficient technologies and cultural adaptations that make people less reliant on the energy grid during warm spells, such as using fans instead of air conditioners.

“I have an optimistic view of the future,” said Miller. “We can offset energy demand by changing social behaviors and incorporating new technologies.”

Subscribe to HPCwire's Weekly Update!

Be the most informed person in the room! Stay ahead of the tech trends with industry updates delivered to you every week!

Harvard/Google use AI to help Produce Astonishing 3D Map of Brain Tissue

May 10, 2024

Although LLMs are getting all the notice lately, AI techniques of many varieties are being infused throughout science. For example, Harvard researchers, Google, and colleagues published a 3D map in Science this week that Read more…

ISC Preview: Focus Will Be on Top500 and HPC Diversity 

May 9, 2024

Last year's Supercomputing 2023 in November had record attendance, but the direction of high-performance computing was a hot topic on the floor. Expect more of that at the upcoming ISC High Performance 2024, which is hap Read more…

Processor Security: Taking the Wong Path

May 9, 2024

More research at UC San Diego revealed yet another side-channel attack on x86_64 processors. The research identified a new vulnerability that allows precise control of conditional branch prediction in modern processors.� Read more…

The Ultimate 2024 Winter Class Round-Up

May 8, 2024

To make navigating easier, we have compiled a collection of all the 2024 Winter Classic News in this single page round-up. Meet The Teams   Introducing Team Lobo This is the other team from University of New Mex Read more…

How the Chip Industry is Helping a Battery Company

May 8, 2024

Chip companies, once seen as engineering pure plays, are now at the center of geopolitical intrigue. Chip manufacturing firms, especially TSMC and Intel, have become the backbone of devices with an on/off switch. Thes Read more…

Illinois Considers $20 Billion Quantum Manhattan Project Says Report

May 7, 2024

There are multiple reports that Illinois governor Jay Robert Pritzker is considering a $20 billion Quantum Manhattan-like project for the Chicago area. According to the reports, photonics quantum computer developer PsiQu Read more…

ISC Preview: Focus Will Be on Top500 and HPC Diversity 

May 9, 2024

Last year's Supercomputing 2023 in November had record attendance, but the direction of high-performance computing was a hot topic on the floor. Expect more of Read more…

Illinois Considers $20 Billion Quantum Manhattan Project Says Report

May 7, 2024

There are multiple reports that Illinois governor Jay Robert Pritzker is considering a $20 billion Quantum Manhattan-like project for the Chicago area. Accordin Read more…

The NASA Black Hole Plunge

May 7, 2024

We have all thought about it. No one has done it, but now, thanks to HPC, we see what it looks like. Hold on to your feet because NASA has released videos of wh Read more…

How Nvidia Could Use $700M Run.ai Acquisition for AI Consumption

May 6, 2024

Nvidia is touching $2 trillion in market cap purely on the brute force of its GPU sales, and there's room for the company to grow with software. The company hop Read more…

Hyperion To Provide a Peek at Storage, File System Usage with Global Site Survey

May 3, 2024

Curious how the market for distributed file systems, interconnects, and high-end storage is playing out in 2024? Then you might be interested in the market anal Read more…

Qubit Watch: Intel Process, IBM’s Heron, APS March Meeting, PsiQuantum Platform, QED-C on Logistics, FS Comparison

May 1, 2024

Intel has long argued that leveraging its semiconductor manufacturing prowess and use of quantum dot qubits will help Intel emerge as a leader in the race to de Read more…

Stanford HAI AI Index Report: Science and Medicine

April 29, 2024

While AI tools are incredibly useful in a variety of industries, they truly shine when applied to solving problems in scientific and medical discovery. Research Read more…

IBM Delivers Qiskit 1.0 and Best Practices for Transitioning to It

April 29, 2024

After spending much of its December Quantum Summit discussing forthcoming quantum software development kit Qiskit 1.0 — the first full version — IBM quietly Read more…

Nvidia H100: Are 550,000 GPUs Enough for This Year?

August 17, 2023

The GPU Squeeze continues to place a premium on Nvidia H100 GPUs. In a recent Financial Times article, Nvidia reports that it expects to ship 550,000 of its lat Read more…

Synopsys Eats Ansys: Does HPC Get Indigestion?

February 8, 2024

Recently, it was announced that Synopsys is buying HPC tool developer Ansys. Started in Pittsburgh, Pa., in 1970 as Swanson Analysis Systems, Inc. (SASI) by John Swanson (and eventually renamed), Ansys serves the CAE (Computer Aided Engineering)/multiphysics engineering simulation market. Read more…

Intel’s Server and PC Chip Development Will Blur After 2025

January 15, 2024

Intel's dealing with much more than chip rivals breathing down its neck; it is simultaneously integrating a bevy of new technologies such as chiplets, artificia Read more…

Comparing NVIDIA A100 and NVIDIA L40S: Which GPU is Ideal for AI and Graphics-Intensive Workloads?

October 30, 2023

With long lead times for the NVIDIA H100 and A100 GPUs, many organizations are looking at the new NVIDIA L40S GPU, which it’s a new GPU optimized for AI and g Read more…

Choosing the Right GPU for LLM Inference and Training

December 11, 2023

Accelerating the training and inference processes of deep learning models is crucial for unleashing their true potential and NVIDIA GPUs have emerged as a game- Read more…

Shutterstock 1606064203

Meta’s Zuckerberg Puts Its AI Future in the Hands of 600,000 GPUs

January 25, 2024

In under two minutes, Meta's CEO, Mark Zuckerberg, laid out the company's AI plans, which included a plan to build an artificial intelligence system with the eq Read more…

AMD MI3000A

How AMD May Get Across the CUDA Moat

October 5, 2023

When discussing GenAI, the term "GPU" almost always enters the conversation and the topic often moves toward performance and access. Interestingly, the word "GPU" is assumed to mean "Nvidia" products. (As an aside, the popular Nvidia hardware used in GenAI are not technically... Read more…

Nvidia’s New Blackwell GPU Can Train AI Models with Trillions of Parameters

March 18, 2024

Nvidia's latest and fastest GPU, codenamed Blackwell, is here and will underpin the company's AI plans this year. The chip offers performance improvements from Read more…

Leading Solution Providers

Contributors

Shutterstock 1285747942

AMD’s Horsepower-packed MI300X GPU Beats Nvidia’s Upcoming H200

December 7, 2023

AMD and Nvidia are locked in an AI performance battle – much like the gaming GPU performance clash the companies have waged for decades. AMD has claimed it Read more…

Eyes on the Quantum Prize – D-Wave Says its Time is Now

January 30, 2024

Early quantum computing pioneer D-Wave again asserted – that at least for D-Wave – the commercial quantum era has begun. Speaking at its first in-person Ana Read more…

The GenAI Datacenter Squeeze Is Here

February 1, 2024

The immediate effect of the GenAI GPU Squeeze was to reduce availability, either direct purchase or cloud access, increase cost, and push demand through the roof. A secondary issue has been developing over the last several years. Even though your organization secured several racks... Read more…

Intel Plans Falcon Shores 2 GPU Supercomputing Chip for 2026  

August 8, 2023

Intel is planning to onboard a new version of the Falcon Shores chip in 2026, which is code-named Falcon Shores 2. The new product was announced by CEO Pat Gel Read more…

The NASA Black Hole Plunge

May 7, 2024

We have all thought about it. No one has done it, but now, thanks to HPC, we see what it looks like. Hold on to your feet because NASA has released videos of wh Read more…

GenAI Having Major Impact on Data Culture, Survey Says

February 21, 2024

While 2023 was the year of GenAI, the adoption rates for GenAI did not match expectations. Most organizations are continuing to invest in GenAI but are yet to Read more…

China Is All In on a RISC-V Future

January 8, 2024

The state of RISC-V in China was discussed in a recent report released by the Jamestown Foundation, a Washington, D.C.-based think tank. The report, entitled "E Read more…

Q&A with Nvidia’s Chief of DGX Systems on the DGX-GB200 Rack-scale System

March 27, 2024

Pictures of Nvidia's new flagship mega-server, the DGX GB200, on the GTC show floor got favorable reactions on social media for the sheer amount of computing po Read more…

  • arrow
  • Click Here for More Headlines
  • arrow
HPCwire