energy-systems-and-sustainability
Natural Gas Power Plants as Peaking Units: Flexibility and Response Times
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Natural Gas Power Plants as Peaking Units: Flexibility and Response Times
Natural gas power plants serve as a cornerstone of modern electricity systems, particularly in their role as peaking units that respond to rapid changes in demand. Unlike base-load facilities that operate at steady output for extended periods, peaking units must start quickly, ramp efficiently, and often cycle daily. The unique characteristics of natural gas combustion turbines make them well-suited for this demanding role. As renewable energy sources like wind and solar become more prevalent, the flexibility offered by natural gas peaking plants becomes even more critical for maintaining grid reliability and stability. This article explores the design, operation, and economic value of natural gas peaking units, their response times, their role in grid stability, and their evolving place in a decarbonizing energy landscape.
What Are Peaking Power Plants?
Peaking power plants, often referred to as peakers, are generating facilities that operate primarily during periods of peak electricity demand. These periods typically occur on hot summer afternoons when air conditioning loads surge, or during winter mornings when heating and industrial activity coincide. Peakers are distinct from base-load plants, which run near maximum output around the clock, and intermediate-load plants, which operate during the middle of the demand curve.
The fundamental requirement for a peaking unit is the ability to start quickly, reach full output within minutes, and shut down just as fast as demand recedes. This operational profile demands equipment that can handle rapid thermal cycling, frequent starts, and extended idle periods without excessive wear. Historically, utilities used hydroelectric dams as peakers, but water availability and permitting constraints limit that option in many regions. Older peaking units burned oil or coal, but environmental regulations and efficiency concerns have largely displaced those technologies in favor of natural gas.
Today, natural gas peaking units are among the most common and cost-effective solutions for meeting peak demand. Their advantages include rapid start-up, low capital cost per megawatt, relatively low emissions compared to oil or coal, and the ability to site them near population centers. Peaking units also support grid reliability by providing backup when other generators are offline or when renewable output drops suddenly. In many organized electricity markets, peakers receive payments through energy market revenues, capacity markets, and ancillary service markets that reward fast-responding capacity.
The Role of Natural Gas in Modern Energy Systems
Natural gas has transformed the electricity sector over the past two decades. Abundant domestic supply, low fuel prices, and advances in turbine technology have made gas-fired generation the leading source of electricity in many countries. According to the U.S. Energy Information Administration, natural gas accounted for roughly 38 percent of U.S. electricity generation in 2023, surpassing coal and nuclear. In Europe, gas plays a similar but more volatile role, with generation varying based on fuel prices, carbon costs, and renewable output.
Natural gas plants span a wide range of sizes and configurations. Large combined-cycle gas turbines (CCGTs) achieve efficiency levels above 60 percent and serve as intermediate or base-load units in many markets. Smaller open-cycle gas turbines (OCGTs) and reciprocating engines offer lower efficiency but faster start times, making them ideal for peaking applications. This flexibility in plant design allows system operators to choose the right technology for each operational need, from bulk power generation to fast-response reserve services.
The role of natural gas in the energy transition is complex. Gas-fired generation produces lower carbon dioxide emissions per megawatt-hour than coal or oil, but still contributes to greenhouse gas emissions. Many decarbonization scenarios envisage a declining role for unabated gas and a growing role for renewables supported by energy storage, demand response, and carbon capture. However, in the near to medium term, natural gas peaking units remain essential for maintaining grid reliability as wind and solar capacity expands. Their ability to start quickly and provide dispatchable power complements the variability of renewables, reducing the need for more expensive storage or backup from higher-emitting sources.
Flexibility of Natural Gas Power Plants
Flexibility is the defining attribute of natural gas peaking plants. Unlike coal or nuclear units, which require hours to start and have limited ramp rates, gas turbines can achieve full load within minutes. This flexibility is not just a convenience but a necessity for modern grid management. As the share of variable renewable energy grows, the need for fast-ramping, dispatchable generation increases. Gas plants provide this flexibility through several technical characteristics: start-up time, ramp rate, minimum stable load, and cycling capability.
Start-up time varies by plant type. Open-cycle gas turbines can go from cold iron to full output in 10 to 15 minutes. Some advanced aeroderivative turbines achieve full load in less than five minutes. Combined-cycle plants, which include a steam turbine that recovers exhaust heat, require longer start times because the steam cycle must warm up gradually to avoid thermal stress. A modern CCGT in warm-start conditions can reach full output in about 30 minutes, while cold starts may take up to an hour. For peaking applications, OCGTs are preferred because of their faster response, but CCGTs can also serve in peaking roles when market conditions justify their higher efficiency and longer start time.
Ramp rate refers to how quickly a plant can change its output. Gas turbines can ramp at rates of 5 to 15 percent of rated capacity per minute, which is significantly faster than coal or nuclear plants. This capability allows gas peakers to follow rapid changes in wind and solar output, compensating for cloud cover, wind lulls, or sudden changes in demand. Combined-cycle plants have more constrained ramp rates because of the steam cycle thermal inertia, but advanced control systems and flexible operating modes have improved their responsiveness.
Minimum stable load is another dimension of flexibility. Most gas turbines can operate stably at 50 percent of rated load or lower, and some advanced designs can go down to 20 percent. This turn-down capability allows peaking plants to remain online during periods of low demand without shutting down, enabling faster response when demand increases. It also allows plants to provide regulation services at part load, earning revenue from ancillary markets while standing ready to increase output.
Cycling capability refers to a plant's ability to start, stop, and change load frequently without excessive wear. Peaking units may start and stop multiple times per week or even daily, especially when paired with renewable generation. Frequent cycling imposes thermal and mechanical stresses on turbine components, including rotor blades, combustion liners, and seals. However, advances in materials, coatings, and control systems have improved the cycling durability of modern gas turbines. Operators also implement maintenance regimes tailored to peaking service, such as more frequent inspections and predictive analytics to detect component degradation early.
Types of Natural Gas Peaking Units
Natural gas peaking units fall into several categories, each with distinct characteristics regarding efficiency, start time, and cost. The most common types are open-cycle gas turbines, combined-cycle gas turbines, and reciprocating engines.
Open-cycle gas turbines (OCGT) are the most widely used peaking technology. They consist of a gas turbine driving a generator, with exhaust gases vented directly to the atmosphere. OCGTs have lower efficiency than combined-cycle plants, typically 30 to 40 percent, but their simple design enables rapid start-up and high reliability. They are relatively inexpensive to build, with capital costs ranging from 700 to 1,200 dollars per kilowatt depending on size and configuration. OCGTs are used for peak shaving, reserve capacity, and backup for renewable energy. Their fast start times make them ideal for contingency reserves that must respond within 10 minutes.
Combined-cycle gas turbines (CCGT) add a heat recovery steam generator and steam turbine to capture exhaust heat, boosting efficiency to 50 to 60 percent or higher. While CCGTs have slower start times and higher capital costs than OCGTs, their higher efficiency reduces fuel costs and emissions per megawatt-hour. Many CCGTs operate as intermediate-load units but can also serve as peakers when needed. Some CCGTs are designed for fast start capability, achieving full load in 20 to 30 minutes. These fast-start CCGTs bridge the gap between OCGTs and traditional combined-cycle units, offering a compromise between speed and efficiency.
Reciprocating engines are a less common but growing option for peaking applications. Large natural gas-fired reciprocating engines, similar to those used in ships and industrial facilities, offer extremely fast start times under two minutes and high efficiency at part load. They are modular, allowing operators to add capacity in small increments. Reciprocating engines are well suited for distributed peaking applications where smaller capacity additions are needed close to load centers. Their rapid response also makes them valuable for frequency regulation and grid stabilization.
Response Times and Grid Stability
Response time is the most critical performance metric for peaking units. Grid operators rely on fast-responding resources to maintain frequency within tight bounds, typically plus or minus 0.05 hertz in North America. When a large generator trips or demand surges unexpectedly, the frequency drops, and reserves must activate within seconds to prevent further decline. Natural gas peaking units are well suited for this role because they can start and ramp quickly.
Grid stability depends on three primary factors: frequency regulation, voltage support, and contingency reserves. Frequency regulation involves continuous adjustments to match generation with demand on a moment-to-moment basis. Natural gas plants equipped with automatic generation control can adjust output in response to frequency deviations within seconds. Voltage support requires reactive power capability, which gas turbines can provide through their excitation systems. Contingency reserves are the category most directly relevant to peaking units. Spinning reserves are online generators that can increase output immediately, while non-spinning reserves are offline units that can start within 10 minutes. Gas peakers are ideal for non-spinning reserves because they can start quickly and sustain output for hours if needed.
The importance of fast response times becomes evident during grid stress events. In the summer of 2020, California experienced rolling blackouts due to a combination of extreme heat, reduced hydro output, and rapid solar ramping at sunset. During that event, natural gas peaking units were critical in stabilizing the grid and preventing a more widespread outage. Similarly, during the February 2021 winter storm Uri in Texas, gas-fired generation faced significant challenges due to fuel supply disruptions and equipment freezing. However, those gas plants that remained operational provided essential peaking support and helped avoid a complete system collapse. These events underscore the value of fast-responding, reliable peaking capacity.
Compared to other technologies, natural gas peakers offer a compelling balance of speed, capacity, and duration. Battery energy storage systems can respond in milliseconds and are excellent for frequency regulation, but their duration is limited to one to four hours at current commercial scale. Hydroelectric plants can respond quickly but are constrained by water availability and environmental regulations. Demand response programs can reduce load quickly but depend on customer participation and may not be available during all peak events. Natural gas peaking units provide fast response with multi-hour sustain capability, making them uniquely suited for covering the gap between short-duration batteries and base-load plants.
Advantages of Natural Gas Peaking Units
Natural gas peaking units offer several distinct advantages that make them indispensable in modern electricity systems.
- Rapid start-up and shut-down capabilities: OCGTs can reach full load in under 15 minutes, and reciprocating engines in under 2 minutes. This speed allows grid operators to respond quickly to unexpected changes in supply or demand.
- High efficiency in flexible operation: Modern gas turbines maintain high efficiency even at part load, reducing fuel consumption and emissions when running at reduced output. Advanced combustion systems also minimize emissions during start-up and transient operation.
- Lower emissions compared to coal or oil plants: Natural gas emits about 50 percent less carbon dioxide per megawatt-hour than coal and virtually no sulfur dioxide or particulate matter. Gas peakers also produce less nitrogen oxides per unit of output than older oil-fired units.
- Compatibility with renewable energy integration: Gas peakers can balance the variability and uncertainty of wind and solar generation. They provide fast ramping when renewables decline and can shut down when renewables are abundant, reducing the need for curtailment.
- Moderate capital costs and short construction times: OCGT peakers can be built in one to two years, compared to three to five years for CCGTs and five to eight years for nuclear plants. The lower capital cost reduces financial risk and allows utilities to match capacity additions to load growth more precisely.
- Siting flexibility: Gas peaking units have a relatively small footprint and can be located near load centers, reducing transmission losses and congestion. Air permitting is generally easier than for coal or biomass plants.
Technical Aspects of Gas Turbine Peaking Operation
The technical demands of peaking operation differ fundamentally from base-load operation. Peaking units experience more frequent starts, more rapid temperature changes, and longer idle periods. These conditions stress turbine components in ways that require careful design and maintenance.
Combustion System Design for Fast Starts
Fast starts require combustion systems that can ignite reliably and accelerate the turbine to synchronous speed quickly without exceeding temperature limits. Modern gas turbines use dry low emissions (DLE) combustion systems that premix fuel and air before combustion to reduce NOx formation. During start-up, the turbine operates in a diffusion flame mode that is more stable but produces higher emissions. The transition from diffusion to premixed combustion must occur at the right speed and temperature to avoid blowout or pressure oscillations. Advanced control algorithms optimize this transition to reduce start time while keeping emissions within permit limits.
Aeroderivative turbines, derived from aircraft engine technology, are particularly well suited for peaking applications. Their lightweight construction and advanced cooling allow faster start-up and higher ramp rates than heavy-frame industrial turbines. Some aeroderivative units can reach full load in less than five minutes from a cold start and can ramp at 20 percent per minute. These capabilities make them ideal for frequency regulation and fast reserve services.
Emissions Control During Transient Operation
Emissions from gas turbines are highest during start-up and when operating at low loads. During start-up, the combustion system operates in non-premixed mode, producing higher NOx and CO levels. Selective catalytic reduction (SCR) systems can reduce NOx emissions, but they require specific exhaust temperatures that may not be present during start-up. Some plants use oxidation catalysts to reduce CO and volatile organic compounds during low-load operation. Operators must manage start-up times and load trajectories to balance emissions against the need for fast response, often using tuned start-up sequences that minimize the duration of high-emissions operation.
Impact of Cycling on Component Life
Frequent starts and rapid load changes accelerate component degradation. The thermal cycles cause expansion and contraction of hot gas path parts, leading to thermal fatigue cracking. The most affected components include first-stage turbine blades, combustion liners, transition pieces, and inlet guide vanes. Creep, oxidation, and corrosion also contribute to material degradation over time. Operators track start counts, fired hours, and thermal cycles to schedule inspections and replacements. Modern turbines use advanced nickel-based superalloys and thermal barrier coatings that extend component life under cyclic operation. Predictive maintenance systems monitor vibration, exhaust temperature spread, and combustor dynamics to detect emerging issues before they cause unplanned outages.
For peaking units, the economic life is determined by the number of starts rather than fired hours. A peaking plant may run only a few hundred hours per year but accumulate hundreds of starts. Manufacturers provide recommended inspection intervals based on starts and hours. Operators can extend intervals by using condition-based monitoring and adjusting start procedures to reduce thermal stress. Slow, controlled starts minimize component strain but conflict with the need for fast response. Finding the right balance between speed and durability is a constant optimization challenge for peaking plant operators.
Economic Considerations
The economics of natural gas peaking units depend on fuel costs, capital costs, operating expenses, and revenue streams from energy, capacity, and ancillary services. Understanding these factors is essential for utilities and independent power producers making investment decisions.
Capital costs for peaking units are relatively low compared to base-load plants. An OCGT peaker costs about 700 to 1,200 dollars per kilowatt to build, while a CCGT costs about 900 to 1,500 dollars per kilowatt. A typical 100-megawatt OCGT peaker costs 70 million to 120 million dollars, making it one of the least expensive options for adding flexible capacity. Battery storage systems, by comparison, cost roughly 1,200 to 1,500 dollars per kilowatt for a four-hour system and require additional grid interconnection equipment.
Operating costs for peaking units include fuel, variable operation and maintenance, and fixed O and M. Fuel costs are the largest variable expense and depend on natural gas prices. A typical OCGT requires about 9 to 11 million British thermal units per megawatt-hour, meaning fuel costs of 25 to 40 dollars per megawatt-hour at current gas prices. Variable O and M costs are modest, around 3 to 5 dollars per megawatt-hour. Fixed O and M costs run about 10 to 20 dollars per kilowatt-year, reflecting staffing, insurance, and maintenance of equipment that may operate only a few hundred hours per year.
Revenue streams for peaking units come from several sources. In wholesale electricity markets, peakers earn revenue by selling energy when prices are high, typically during peak demand hours. They may also receive capacity payments for being available to run when called upon. In organized markets like PJM and ISO New England, capacity auctions set prices for capacity resources. Peakers can also earn revenue from ancillary services such as frequency regulation, spinning reserves, and supplemental reserves. These services pay for the capability to respond quickly, which is exactly what gas peakers provide.
The profitability of a peaking plant depends on the difference between peak energy prices and the plant's variable costs, plus capacity and ancillary service revenues. When peak prices are high and gas prices are low, the plant can generate substantial profits in a few hundred hours of operation. Conversely, when peak prices are suppressed by renewable generation or low demand, peakers may struggle to cover their fixed costs. Many peaking units see economic runs of three to eight years before being mothballed or retired, though some remain profitable for much longer if they serve critical reliability needs.
Comparing natural gas peakers with alternative flexible resources reveals trade-offs. Battery storage offers faster response and zero on-site emissions but has limited duration and higher capital costs. As battery costs decline, short-duration storage begins to compete with gas peakers for some applications, particularly frequency regulation and short-duration peak shaving. However, for multi-hour peaking events that last four to eight hours, gas peakers remain more economical. Demand response and energy efficiency can reduce peak load but require customer engagement and program administration. In most systems, a portfolio approach that includes gas peakers, storage, and demand response provides the most reliable and cost-effective mix.
Environmental Impact and Emissions
Natural gas peaking units produce lower emissions than coal or oil alternatives, but they still contribute to air pollution and greenhouse gas emissions. Understanding the environmental footprint of gas peakers is important for planners and regulators working to meet climate and air quality goals.
Carbon dioxide emissions from a gas peaker depend on the plant's efficiency and the number of hours it operates. A typical OCGT emits about 800 to 950 pounds of CO2 per megawatt-hour, compared to about 2,200 pounds for coal. CCGTs emit roughly 750 to 900 pounds per megawatt-hour. Because peakers operate only a few hundred hours per year, their total annual CO2 emissions are relatively small compared to base-load coal or even combined-cycle gas plants. However, their emissions per megawatt-hour are higher than renewables or nuclear, so minimizing the hours they run supports decarbonization.
Nitrogen oxides are the primary local pollutant from gas turbines. Modern DLE combustion systems can achieve NOx levels of 5 to 10 parts per million at full load, but emissions increase during start-up and low-load operation. SCR systems can reduce NOx by 80 to 90 percent but require temperatures above 600 degrees Fahrenheit. During start-up, the exhaust gas may not be hot enough for SCR to function, leading to brief periods of higher NOx emissions. Some regulators impose start-up emission limits or require operators to minimize start-ups during high-ozone days. Water injection can also reduce NOx but increases water consumption and may affect combustion dynamics.
Water consumption is another environmental consideration. Most gas peakers use air-cooled systems, so water use is limited to process cooling and steam cycle makeup for CCGTs. Dry cooling is common for peaking units because it reduces water permitting requirements and siting constraints. Even so, peaking units have a much smaller water footprint than coal or concentrating solar plants.
Emissions comparisons with other peaking technologies are instructive. Diesel and oil-fired peakers produce higher levels of CO2, NOx, and particulate matter. They also emit sulfur dioxide, whereas gas does not. Coal-fired peakers are rare today due to slow starting and emissions issues, but where they still exist, their emissions are far higher than gas peakers. Battery storage and pumped hydro produce no on-site emissions, but their manufacturing and construction emissions are embedded in the supply chain. Over a full lifecycle, gas peakers have higher greenhouse gas emissions than storage options, but for short-term peaking applications, the difference is small on a per-megawatt-hour basis.
Looking ahead, the role of gas peakers in a decarbonized grid is evolving. Several pathways exist to reduce their emissions: blending hydrogen into the fuel stream, equipping plants with carbon capture and storage, or reducing operating hours as storage and renewables expand. Hydrogen blending can reduce CO2 emissions linearly with the hydrogen fraction, and many turbine manufacturers now offer hydrogen-ready combustors that can handle up to 30 to 100 percent hydrogen. Carbon capture for peaking units is challenging because of the high capital cost relative to short operating hours, but it remains an option for long-duration peaking events. The most likely outcome is that gas peakers continue to operate but with decreasing frequency and with incremental emissions reduction measures.
Integration with Renewable Energy
Natural gas peaking units are essential partners for variable renewable energy sources. Wind and solar generation depend on weather conditions, creating uncertainty and variability that must be managed in real time. Gas peakers provide the fast-ramping, dispatchable capacity needed to balance these fluctuations, ensuring that renewable energy can be integrated without compromising grid reliability.
The complementarity between gas peakers and renewables is most visible in the daily load profile. Solar generation rises during the morning, peaks at midday, and declines in the afternoon. As the sun sets, output drops rapidly, creating the well-known duck curve in net load demand. Gas peakers are ideal for ramping up during this evening ramp, providing power when solar output declines and demand remains high. Similarly, wind generation can change suddenly due to weather fronts, requiring fast-responding backup to prevent frequency deviations. Gas plants with rapid start and high ramp rates can fill this role more effectively than slower coal plants or limited-duration batteries.
In systems with high renewable penetration, the operation of gas peakers changes. They shift from providing peak power based on demand to providing backup based on renewable variability. This means more frequent starts, shorter run times, and lower capacity factors. In Germany, where wind and solar account for over 40 percent of generation, gas peakers operate mainly during periods of low renewable output and high demand. Their role is to bridge gaps when wind and solar cannot meet load for a few hours or a few days in a row. The same pattern appears in California, where gas peakers operate most during winter evenings when solar is absent and during heat waves when demand peaks.
The economic case for gas peakers in high-renewable systems relies on capacity payments and ancillary service revenues as much as energy sales. Because peakers run fewer hours, they must earn enough during those hours to cover fixed costs. Capacity markets provide a stable revenue stream that ensures peakers remain available despite low run times. In markets without capacity mechanisms, peakers may struggle to remain profitable, leading to reliability concerns. Some system operators have introduced reliability must-run contracts or backward cost allocation to keep critical peaking units online.
Case studies illustrate the importance of gas peakers in renewable-rich grids. In California, the state's reliance on natural gas peaking units has declined significantly as battery storage capacity has grown, but gas still provides over 20 percent of summer peak capacity. During the August 2020 heat wave, gas peakers operated at record outputs and helped prevent more severe blackouts. In the United Kingdom, gas peakers provide fast-response services that facilitate high wind penetration. The UK has reduced coal generation to near zero while relying on gas peakers for backup during periods of low wind and high demand. These examples show that gas peakers enable renewable growth by providing reliable backup that maintains system stability.
Future Trends and Innovations
The natural gas peaking industry is not static. Technology advances, market changes, and policy shifts are shaping the next generation of peaking units. Several trends are worth noting for utilities, investors, and policymakers.
Advanced gas turbine technology continues to improve the performance of peaking units. New turbine designs achieve higher efficiency at part load, faster start times, and lower emissions. Aeroderivative turbines are becoming more efficient and durable, allowing their use for both peaking and intermediate operation. Digital control systems use real-time data and machine learning to optimize start sequences, reduce thermal stress, and predict maintenance needs. These advances improve the economic and environmental performance of gas peakers, making them more competitive with alternative flexible resources.
Hydrogen-ready turbines represent a major step toward decarbonization. Several manufacturers have announced hydrogen-compatible combustion systems that can operate on blends of natural gas and hydrogen, with the potential to run on 100 percent hydrogen in the future. Hydrogen produced from renewable electricity electrolysis would allow gas peakers to operate with zero CO2 emissions, effectively turning them into long-duration storage resources. The challenge is the high cost of green hydrogen and the need for hydrogen transport and storage infrastructure. However, for peaking units that run only a few hundred hours per year, the hydrogen volume required is manageable, and pilot projects are underway in several countries.
Hybrid systems combining gas turbines with battery storage are emerging as a way to optimize performance. In a hybrid configuration, the battery provides fast response for the first few minutes of a grid event, then the gas turbine starts and takes over for sustained operation. The battery reduces fuel consumption and emissions during the start-up phase, while the gas turbine provides the long-duration backup that batteries cannot. Hybrid systems also allow the gas turbine to operate at a more efficient load point while the battery handles transients. Several developers have announced hybrid peaking plants, and the approach is gaining traction as battery costs decline.
Digitalization and predictive maintenance are transforming how peaking units are operated and maintained. Sensors, data analytics, and digital twins allow operators to monitor component condition in real time, forecast remaining life, and optimize maintenance schedules. This reduces unplanned outages, extends component life, and lowers operating costs. For peaking units that operate intermittently, digital tools are particularly valuable because they can identify issues that develop during idle periods and ensure that the plant is ready to run when called.
Market and regulatory developments will continue to influence the role of gas peakers. Many regions are implementing carbon pricing, renewable portfolio standards, and clean energy targets that favor lower-emission resources. Some jurisdictions have proposed or enacted rules that restrict the construction of new gas-fired generation. However, those same regions often need gas peakers to maintain reliability during the transition. Policy approaches that recognize the value of flexible backup capacity including payments for readiness and fast response can ensure that peakers remain available while emissions decline over time.
Conclusion
Natural gas power plants as peaking units provide essential flexibility and fast response times that support a resilient and adaptable energy grid. Their ability to start quickly, ramp efficiently, and operate reliably during peak demand periods makes them indispensable in modern electricity systems. As renewable energy penetration increases, the role of gas peakers evolves from meeting peak demand to balancing variability and providing backup. While battery storage and demand response are gaining ground, gas peakers remain the most cost-effective option for multi-hour peaking events and sustained contingency reserves.
The technology behind gas peaking units is advancing, with faster start times, lower emissions, and greater cycling durability. Hydrogen blending and hybrid configurations offer pathways to reduce their carbon footprint. For the foreseeable future, natural gas peaking units will continue to provide the flexibility and response times that grid operators need to maintain reliability during the transition to a cleaner energy system. Their enduring value lies in their ability to bridge the gap between the variability of renewable energy and the constant, reliable supply that modern economies require.