What’s actually slowing this PC down?

Pick the symptom - the matching free tool is one click away.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

iTechGuides is reader-supported. When you buy through links on our site, we may earn an affiliate commission. As an Amazon Associate I earn from qualifying purchases. Learn more

AI data centers are both a new source of electricity pressure and a potential tool for running power systems better. Their concentrated demand can overwhelm local connections, lengthen interconnection queues and require new generation, transmission and equipment. Meanwhile, utilities can apply AI to forecasting, planning, fault detection, permitting, resilience and demand management. Those benefits are complementary: software cannot replace wires, power plants or substations, and rising data-center demand does not prove that AI tools will remove grid constraints.

The two-way relationship between AI and electricity networks

The relationship is unusual because the same technology is increasing electricity demand while offering ways to operate the system more efficiently. The International Energy Agency (IEA) describes data centers supporting AI as a fast-growing load that can worsen congestion, while AI used inside energy systems could improve reliability and efficiency.

AI workloads run on servers that consume power continuously, and the largest facilities can require a connection comparable to that of an energy-intensive factory. Unlike many industrial loads, however, data-center capacity is often concentrated in a small number of regions. A modest global percentage can therefore create a severe local problem if a cluster of facilities arrives where transmission, transformers or generation are already constrained.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

The reverse side is operational. Grid operators manage a machine with millions of changing inputs: weather, renewable output, line temperatures, equipment condition, customer demand and faults. AI can help process those inputs faster, but its value depends on trustworthy data, suitable digital infrastructure, trained staff, secure systems and decisions that remain safe under abnormal conditions.

#1 Best Overall
Elebase USB to USB C Adapter for iPhone 18 Pro Max,USBC Car Charger Adapter | 4Pack Type C Female to A Male Cable Converter for Apple Duo 17 16 15 14 Plus,iWatch Watch 12 11 10,iPad 9 8 Air,Airpods 5 4
  • Read Before You Buy — No Video Output: These adapters support charging and USB 2.0 data transfer, but cannot transmit video signals. Except for standard USB webcams (which use USB data only), they are not compatible with HDMI/DisplayPort cables, video-capable USB-C hubs, or docking stations with video output.
  • Convert USB-A Ports to USB-C: Designed to connect USB-C earphones, cables, flash drives, card readers, and other USB-C accessories to standard USB-A ports. Plug-and-play with no drivers or software required.
  • Aluminum Alloy Housing: Built with a sturdy aluminum alloy shell that aids in heat dissipation and protects against daily wear and scratches. Designed to maintain a stable and secure connection.
  • Compact & Travel-Friendly: The ultra-compact design allows the adapter to stay plugged into your device without blocking adjacent ports or adding bulk, reducing wear and tear on your original USB ports.
  • 12-Month Warranty: Backed by a 12-month manufacturer warranty for peace of mind. Designed to meet strict quality control standards for reliable everyday performance.

How large is the electricity demand?

Global and U.S. figures describe different geographies and modeling exercises, so they should not be combined into one series.

Measure Figure Scope and qualification
Global data-center electricity use in 2024 415 TWh, about 1.5% of world electricity consumption IEA estimate for all data centers, not AI facilities alone
Global data-center electricity use in 2030 About 945 TWh IEA base-case projection, more than double the 2024 estimate
Global annual growth since 2017 About 12% IEA estimate for data-center electricity consumption
U.S. data-center electricity use in 2023 176 TWh, about 4.4% of U.S. electricity Lawrence Berkeley National Laboratory estimate summarized by the U.S. Department of Energy (DOE)
U.S. data-center electricity use in 2028 325–580 TWh, approximately 6.7%–12% of U.S. electricity DOE summary of the LBNL projection; a range, not a measured outcome

The IEA identifies AI as the most important driver of the increase, alongside other digital services. It does not say that every projected kilowatt-hour will serve AI. A useful scale comparison from the IEA is that a typical AI-focused data center can consume as much electricity as 100,000 households, while the largest facilities under construction could consume 20 times as much.

Annual energy totals are only part of the issue. A facility also needs firm connection capacity at the location and time it operates. A region can have enough energy over a year yet lack a transformer, transmission path or short-term capacity margin for a new campus.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Why local connection queues are the critical bottleneck

Concentration makes local constraints more important than the global share suggests. U.S. capacity is clustered in a limited number of regions, and AI-focused campuses can arrive in blocks much larger than ordinary commercial loads. Several projects in one service territory may compete for the same substations and transmission corridors.

Transmission takes longer than a data-center project

The IEA reports that building transmission lines in advanced economies commonly takes four to eight years. Data-center developers may be ready to energize sooner, creating a timing mismatch between commercial construction and grid expansion. The IEA also reports long connection queues and says waiting times for critical components such as transformers and cables doubled over the preceding three years.

Rank #2
Anker USB-C Hub, 5-in-1 USB Hub for Laptops, 4K HDMI Multiport Adapter | USB C Dongle with 90W Max Power Delivery, 3×5Gbps USB A Data Ports, for MacBook, Dell, and More (Charger Not Included)
  • 5-in-1 USB-C Hub: Experience comprehensive connectivity featuring a Power Delivery input, two USB-A 2.0 ports, a USB-A 3.0 port, and an HDMI port. (Note: The USB-C power delivery input port is only for connecting an external wall charger to power your laptop and cannot power peripheral devices.)
  • 90W Pass-Through Charging: Achieve optimal charging with 90W pass-through power to your laptop, supported by a total input of 100W, with the hub reserving 10W for operational efficiency. (Note: Wall charger not included.)
  • Quick Data Transfers: Accelerate your productivity with rapid data transfers using a high-speed 5Gbps USB 3.0 port and two 480Mbps USB 2.0 ports.
  • 4K HDMI Display: Enhance your visual experience with a hub capable of delivering 4K resolution at 30Hz in both mirror and extend modes. Please note that this hub is compatible with MacBook (macOS 12 and newer), Windows 10 and 11, ChromeOS, and laptops equipped with DP Alt Mode and Power Delivery. Note: This device is not compatible with Linux.
  • What You Get: Anker USB-C Hub (5-in-1, 4K HDMI), welcome guide, 18-month warranty, and our friendly customer service.

Project-delay risk is modeled, not an observed failure rate

In its 2025 analysis, the IEA estimates that around 20% of planned data-center projects could be at risk of delay if grid risks are not addressed. This is a modeled exposure estimate, not evidence that one-fifth of projects have already been delayed.

Reliability claims need a time and geography label

The U.S. Federal Energy Regulatory Commission’s May 2025 summer assessment expected every U.S. region to have adequate generating resources for that summer if normal operating conditions prevailed. It also warned that margins were tightening as dispatchable generation retired and load grew, including from hyperscale users such as data centers. That assessment was conditional and specific to summer 2025; it is not a 2026 forecast and does not show that AI data centers have made the entire grid unreliable.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Where AI can help utilities and grid operators

DOE’s 2024 AI for Energy summary groups potential applications into four areas: planning, permitting, operations and reliability, and resilience. These are practical use cases, not proof that every utility has deployed them successfully.

Planning and network studies

AI-assisted models can accelerate studies of new generation, transmission, storage and large loads. Faster scenario analysis could help planners test weather extremes, demand growth and different interconnection locations. The output still requires engineering review, transparent assumptions and compliance with planning rules.

Permitting review

Language models can help organize environmental documents, identify missing information and compare applications against requirements. That may reduce administrative time, but it does not eliminate public consultation, legal review or agency decision-making.

Rank #3
Sale
Anker USB C Hub, 7in1 Multi-Port USB Adapter, 4K@60Hz USBC to HDMI Splitter | 85W Max PD, 2 USB 3.0 & 1 USBC Data Ports, SD/TF Card Reader, for Laptops/Mac and Other Type C Devices (Charger Not Included)
  • Sleek 7-in-1 USB-C Hub: Features an HDMI port, two USB-A 3.0 ports, and a USB-C data port, each providing 5Gbps transfer speeds. It also includes a USB-C PD input port for charging up to 100W and dual SD and TF card slots, all in a compact design.
  • Flawless 4K@60Hz Video with HDMI: Delivers exceptional clarity and smoothness with its 4K@60Hz HDMI port, making it ideal for high-definition presentations and entertainment. (Note: Only the HDMI port supports video projection; the USB-C port is for data transfer only.)
  • Double Up on Efficiency: The two USB-A 3.0 ports and a USB-C port support a fast 5Gbps data rate, significantly boosting your transfer speeds and improving productivity.
  • Fast and Reliable 85W Charging: Offers high-capacity, speedy charging for laptops up to 85W, so you spend less time tethered to an outlet and more time being productive.
  • What You Get: Anker USB-C Hub (7-in-1), welcome guide, 18-month warranty, and our friendly customer service.

Operations and renewable forecasting

More accurate forecasts of wind and solar production can help operators schedule reserves and reduce unnecessary curtailment. AI can combine weather observations, plant telemetry and historical behavior, while operators retain responsibility for secure dispatch.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Fault detection and asset monitoring

The IEA estimates that AI-based fault detection could reduce outage duration by 30%–50%. This is potential reported by the IEA, not a guaranteed or universal field result. Remote sensors paired with AI-based management may also allow operators to use transmission lines closer to their actual thermal limits when conditions permit.

Resilience and emergency response

DOE cites smart-grid resilience applications, including planning for disruptions and coordinating recovery. The IEA also describes digital tools for situational awareness, risk management and resilience. Benefits depend on communications that remain available during an event and on models that do not produce unsafe recommendations.

Barriers and cybersecurity

The IEA identifies inadequate data, weak digital infrastructure, limited skills and security concerns as obstacles. AI can improve cyber defense, but it can also expand the attack surface and help adversaries automate reconnaissance or social engineering. Utilities therefore need access controls, model validation, audit logs, fallback procedures and physical security alongside new software.

Demand response and flexible data-center loads

The Federal Energy Regulatory Commission defines demand response as a change in electricity use from a normal pattern in response to time-varying prices or incentives, typically to reduce consumption during high wholesale prices or when reliability is threatened. For a data center, flexibility means changing when or how power is consumed without violating service commitments.

Free tools Windows power users keep installed

One-click scans. No signup required.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.
Rank #4
Sale
UGREEN USB to USB C Adapter Combo 4-Pack, 10Gbps USB C Converter Space Gray | Data transfer & Fast charging for MacBook, iPhone 17/16/15, iPad, Samsung Galaxy, Apple Watch
  • Dual Converters, Infinite Potential:Includes 2× USB C male to USB A female adapters and 2× USB A male to USB C female adapters. Perfect for a wide range of uses—tablets with Bluetooth keyboards, expand USB ports on macbook, and more. Two different converters for all your daily needs
  • Next-Level 10Gbps & 3A Charging: No more slow 480Mbps, this usb to usb c adapter has a transfer speed of up to 10Gbps, allowing you to do more transferring in less time. This usb adapter fits both USB A and USB C charger, supporting up to 3A fast charging
  • Upgraded Exquisite Craftsmanship: With an aluminum alloy housing and metal connector, the usbc to usb adapter is extremely durable and sturdy. Rigorously tested to withstand more than 10,000 times of plugging and unplugging, ensuring long-lasting performance
  • Broad Compatible: The usb c to usb adapter widely supports all USB C/ USB A devices like laptops, tablets, cellphones, car chargers, and phone chargers. Such as compatible with MacBook Pro/Air 2023/2022, Thunderbolt 4/3 Devices,Apple MagSafe Watch 9/8/7/SE/Ultra, iPad Pro 2022/2021, Samsung Galaxy S23/S20/S10, and iPhone 17/16/15 Pro. Plug and play
  • Please Note: To reach 10Gbps speed, keep the cable under 3.3 ft. For USB A Male to USB C adapters, try flipping the USB C connector. USB C Male to USB A adapters support bidirectional 10Gbps transfer within 3.3 ft

Computational-load flexibility

A facility may shift batch jobs across time or, where architecture allows, across regions. Training runs, rendering and other delay-tolerant workloads are better candidates than latency-sensitive applications. The amount of safely movable work depends on customer contracts, network capacity, data-transfer time and the value of uninterrupted computation.

Facility and cooling controls

Operators can adjust cooling set points, airflow and other infrastructure within equipment and warranty limits. These changes may reduce short peaks, but they cannot compromise thermal safety or availability.

Storage and onsite generation

Batteries can discharge during a constrained interval and recharge later. Onsite generation can reduce grid draw, subject to fuel availability, emissions rules, interconnection requirements and maintenance. Backup systems sized for emergencies are not automatically a substitute for dependable bulk generation.

Rates and coordinated programs

Utilities and regulators can design tariffs or incentives that reward measurable reductions during specified events. A workable program must define notice periods, performance baselines, telemetry, penalties and the conditions under which a facility may decline an event.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

A 2026 Lawrence Berkeley National Laboratory analysis identifies computational-load shifting, changes to core facility infrastructure, storage and onsite generation as flexibility options. It also states that flexibility can support near-term integration but cannot substitute for the longer-term need for bulk power generation. DOE similarly presents onsite generation, storage, rate structures, grid expansion and new energy technologies as a portfolio rather than a single fix.

Best Value
Anker USB C Hub, 5-in-1 USBC to HDMI Splitter with 4K Display | 85W Max PD, 1 Powered USB-C 5Gbps & 2 Powered USB-A 3.0 5Gbps Data Ports, for MacBook Pro, MacBook Air, Dell and More (Black)
  • 5-in-1 Connectivity: Equipped with a 4K HDMI port, a 5 Gbps USB-C data port, two 5 Gbps USB-A ports, and a USB C 100W PD-IN port. Note: The USB C 100W PD-IN port supports only charging and does not support data transfer devices such as headphones or speakers.
  • Powerful Pass-Through Charging: Supports up to 85W pass-through charging so you can power up your laptop while you use the hub. Note: Pass-through charging requires a charger (not included). Note: To achieve full power for iPad, we recommend using a 45W wall charger.
  • Transfer Files in Seconds: Move files to and from your laptop at speeds of up to 5 Gbps via the USB-C and USB-A data ports. Note: The USB C 5Gbps Data port does not support video output.
  • HD Display: Connect to the HDMI port to stream or mirror content to an external monitor in resolutions of up to 4K@30Hz. Note: The USB-C ports do not support video output.
  • What You Get: Anker 332 USB-C Hub (5-in-1), welcome guide, our worry-free 18-month warranty, and friendly customer service.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Support on Ko-Fi

Comparing the main responses to rising data-center demand

Response Time to effect What it changes Limits and questions
Demand response or workload shifting Potentially minutes to hours after an agreed signal Peak demand and timing of consumption Only works when computing and facility systems can safely adjust; requires measurement and incentives
Battery storage Fast response once installed Short-duration grid draw and peak power Limited energy duration, recharge needs, cost and degradation
Onsite generation Depends on permitting, fuel and equipment Grid import during selected periods Emissions, fuel logistics, maintenance and local interconnection constraints
Grid-enhancing monitoring and controls Can improve use of existing assets after deployment Transfer capability, visibility and operating decisions Needs sensors, communications, validated models and secure control systems
New transmission, substations and transformers Typically multiyear; transmission in advanced economies may take four to eight years Connection capacity and geographic transfer capability Permitting, supply-chain lead times, land access and cost allocation
New generation Project-dependent and generally multiyear Bulk energy and capacity margins Fuel or resource availability, permitting, emissions and financing

The best choice depends on where the load is located, whether the constraint concerns annual energy or a short peak, how quickly relief is needed, and whether a facility can respond during the exact stressed period. A battery may help a substation peak but not provide enough energy for a prolonged regional shortage. A transmission upgrade may solve a local connection problem but take years. Flexible computing can act quickly but cannot create new generation.

Who must coordinate the solution?

Data-center developers need to disclose realistic load shapes, ramp rates, backup arrangements and commissioning schedules rather than presenting only a maximum nameplate demand. Utilities and transmission organizations must study clustered requests together, publish queue assumptions and identify upgrade costs. Regulators must decide how connection costs, reliability obligations and rate impacts are allocated.

Technology suppliers and operators should document model accuracy, data provenance, cyber controls and human override procedures. Large customers can contribute by accepting verified demand-response obligations, locating new capacity where the network is less constrained and funding or sharing appropriate infrastructure upgrades.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Coordination also has an affordability dimension. The IEA warns that constrained grids can force trade-offs among data-center growth, other electrification goals, manufacturing and customer bills. A connection policy that serves one campus while shifting upgrade costs or reliability risk to other customers is not a complete solution.

What a realistic path looks like

  1. Map the local constraint. Determine whether the problem is energy supply, peak capacity, a transmission interface, a substation, a transformer queue or an operating reliability limit.
  2. Match the measure to the timing. Use operating changes, storage or demand response for near-term peaks while planning generation and network upgrades for sustained growth.
  3. Design flexibility around actual workloads. Separate delay-tolerant computation from latency-sensitive services and test performance during a real reliability event.
  4. Require measurable commitments. Establish baselines, telemetry, response times, verification and consequences for nonperformance.
  5. Build secure digital foundations. Improve data quality, communications, access controls, model testing and manual fallback before automating critical decisions.
  6. Plan beyond the first connection. Account for later expansion, neighboring projects, equipment lead times and the generation needed to serve the facility over its full operating life.

Bottom line: AI is both a load-growth challenge and an operating tool

Data centers are a meaningful and rapidly growing electricity load: globally, the IEA estimates 415 TWh in 2024 and projects about 945 TWh in 2030, while U.S. estimates show a possible rise from 176 TWh in 2023 to 325–580 TWh in 2028. The most serious effects are often local, where concentrated campuses meet limited transmission, transformer supply and generation margins.

AI can help utilities forecast renewables, model networks, detect faults, manage resilience and coordinate flexible demand. Those capabilities may improve how existing infrastructure is used and how quickly operators respond. They do not remove the physical requirement for generation, transmission, substations, secure controls and long-term investment. The credible strategy is therefore a portfolio: better siting and planning, faster infrastructure delivery, verified flexibility, storage and generation where needed, and carefully governed AI systems.

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.