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Flywheel training

Flywheel training is a exercise that employs a device to generate variable inertia-based , enabling enhanced overload during both the concentric (muscle shortening) and eccentric (muscle lengthening) phases of movement, unlike traditional gravity-dependent methods such as free weights or machines. This approach works by having a user pull or push a strap attached to a rotating shaft, which unwinds and spins the flywheel to store during the concentric phase; the stored energy then provides proportional during the eccentric phase as the flywheel decelerates and rewinds the strap, allowing for maximal force production throughout the full . Originally developed in the late 20th century by researchers H.E. Berg and Per A. Tesch to counteract in astronauts during by simulating gravity-independent loading, flywheel training has since evolved into a versatile tool in and . The method's key principles revolve around isoinertial loading, where resistance dynamically adapts to the force applied by the individual, promoting a succession of accelerations and decelerations that emphasize eccentric overload—often 20-50% greater than concentric forces—to drive neuromuscular adaptations. Systematic reviews and meta-analyses indicate that flywheel training, typically implemented in protocols of 4-24 weeks with 1-3 sessions per week, significantly enhances maximal strength ( of 1.33), muscle power ( of 1.19), ( of 0.59, with 7-8% increases in muscle cross-sectional area and volume), and functional performance metrics such as (6.8% vertical improvement) and sprinting (2.4% horizontal displacement gains). These benefits extend to well-trained athletes, younger individuals under 39 years, and even older adults, with higher metabolic demands and reduced injury risk due to controlled eccentric loading, making it particularly effective for preventing lower limb injuries in high-impact . In practice, flywheel training is widely applied across team sports like soccer, basketball, handball, and volleyball, as well as individual disciplines such as tennis and fencing, to improve sport-specific outcomes including change-of-direction speed, explosive power, and overall athletic performance. It is also utilized in clinical settings for rehabilitation and general fitness, offering a safe, progressive alternative that accommodates various training volumes and intensities while minimizing joint stress compared to conventional methods. Despite its efficacy, challenges include the higher cost of equipment and the need for specialized instruction to optimize inertia settings for individual needs.

Principles and Mechanics

Definition and Basic Concept

Flywheel training is a form of isoinertial exercise that employs a to deliver , accommodating proportional to the force applied by the user. In this modality, the flywheel's provides that adapts dynamically to the individual's effort, maintaining constant while allowing output throughout the movement. The core mechanism involves the storage and release of across muscle actions. During the concentric phase, where the muscle shortens while producing force, the user accelerates the flywheel, converting muscular work into rotational . This energy is then dissipated during the subsequent eccentric phase, where the muscle lengthens under load, often resulting in resistance that exceeds the concentric effort and facilitates eccentric overload without the need for additional external weights. This process enables enhanced muscle activation and training stimuli compared to methods with fixed loads. Unlike traditional resistance training, which depends on constant gravitational forces from free weights or machines—limiting resistance to a predetermined —flywheel training matches the user's maximal capacity across the full , promoting continuous and effort-dependent loading. The isoinertial nature, characterized by constant inertia and variable force, distinguishes it from (constant tension) or isokinetic (constant speed) approaches, offering a more natural force-velocity profile. Flywheel training emerged as an alternative to gravity-dependent methods, particularly suited for non-terrestrial environments like .

Physics of Flywheel Resistance

Flywheel resistance training leverages the principles of rotational dynamics to generate variable loading during exercise movements. During the concentric phase, when the user pulls or pushes the attached strap or , muscular accelerates the , converting mechanical work into rotational stored in the device. This energy is quantified by the equation E = \frac{1}{2} I \omega^2 where E represents the kinetic energy in joules, I is the in kg·m², and \omega is the in rad/s. As the strap or reaches the end of its , the continues rotating due to its , pulling the strap back and forcing the user to resist the motion during the eccentric phase. This deceleration transfers the stored energy back to the user as an eccentric load, which is inherently proportional to the effort exerted in the preceding concentric , as the maximum \omega achieved depends on the applied and . The provided by the is accommodating, meaning it varies dynamically with the user's rather than remaining constant. Greater application during the concentric phase results in higher , leading to faster spin-up and, consequently, increased during the return . This is governed by Newton's second for , expressed as \tau = I \alpha, where \tau is the in N·m and \alpha is the in rad/s². output during the can then be calculated as P = \tau \omega, reflecting the instantaneous energy transfer between the user and the . Unlike with free weights, where is fixed by gravitational on a constant , systems lack a predetermined load limit, enabling eccentric forces that can reach up to approximately 1.5 times those of the concentric phase due to the superior force-producing capacity of lengthening muscle actions. The intensity of the resistance is primarily determined by the flywheel's I, which is adjustable by selecting the number, , or of attached discs or cones. Lower values of I (e.g., 0.025–0.05 kg·) facilitate higher movement velocities and are suited for training speed and power, as they require less to achieve rapid \alpha. Conversely, higher I (e.g., 0.10–0.14 kg·) demands greater force for , making it appropriate for strength-focused protocols by increasing the overall storage and eccentric braking demands. This tunability ensures the load matches the training objective while maintaining the proportional eccentric overload inherent to the system's physics.

History and Development

Origins in Space Research

Flywheel training emerged as a critical in space research during the mid-20th century, when identified the need for gravity-independent exercise protocols to address the debilitating effects of microgravity on human . As early as the 1960s and 1970s, missions like Mercury and revealed rapid and bone demineralization among astronauts, necessitating innovative resistance methods beyond traditional free weights, which rely on gravitational pull and prove ineffective in zero-gravity environments. The core motivation for developing flywheel-based systems was to simulate variable resistance during both concentric and eccentric muscle actions, thereby preserving muscle mass, strength, and during prolonged . In microgravity, astronauts lose up to 20% of muscle mass in the lower limbs during short missions of 5-11 days, underscoring the urgency for devices that provide inertial loading independent of external forces. NASA-sponsored research explored isoinertial concepts to adapt principles of for orbital exercise. Pioneering contributions came from researchers such as Per A. Tesch and Hans E. Berg in the early 1990s, who designed the first practical ergometer—a compact, yo-yo-style device featuring a rotating connected to a mechanism. This apparatus generated resistance proportional to the user's acceleration, targeting lower-body extensors like the and gastrocnemius, and was validated through ground-based simulations of conditions. Sponsored by and international partners, the device represented a breakthrough in isoinertial training, allowing astronauts to perform high-intensity workouts without fixed loads. Initial testing of flywheel prototypes occurred in space analogs during the 1990s, with in-flight evaluation on NASA's STS-78 mission in 1996, where it demonstrated efficacy in maintaining muscle function during short-duration flights. These efforts built on decades of space research, confirming the device's ability to elicit near-maximal muscle activation comparable to Earth-based training. The technology advanced further with the installation of a flywheel-based Advanced Resistive Exercise Device on the in 2009. By the late 1990s and early 2000s, the non-gravity-dependent advantages of flywheel training—such as enhanced eccentric overload and adaptability to individual strength—gained recognition beyond space applications, paving the way for its adoption in terrestrial rehabilitation and athletic conditioning programs.

Evolution in Sports Science

In the 1990s, Swedish researchers such as Per Tesch pioneered the integration of flywheel technology into muscle physiology studies, highlighting its capacity for enhanced eccentric loading compared to traditional weight training, which led to greater muscle activation and hypertrophy in resistance exercises. Early foundational work, including a 1994 study by Berg and Tesch, developed flywheel-based exercise systems specifically designed for seated leg extensions, laying the groundwork for applying isoinertial resistance in controlled physiological experiments. These advancements shifted flywheel devices from niche research tools to viable options for targeted strength training, emphasizing eccentric overload as a key mechanism for muscle adaptation. The commercialization of flywheel training accelerated in the early with the launch of accessible devices like the Exxentric kBox in 2011, which built on prior prototypes to offer portable, multi-exercise platforms for sports conditioning. This period saw rapid adoption among European professional soccer clubs, where flywheel protocols were incorporated into team training regimens to improve lower-body power and injury resilience, as evidenced by systematic reviews of interventions in elite soccer populations. Key milestones in the included meta-analyses that confirmed the efficacy of flywheel training for enhancing strength-related variables, such as maximal force and power output, across diverse athletic groups. By the 2020s, flywheel training expanded globally from elite Olympic programs—where it supported explosive performance in sports like track and field—to mainstream gym settings, bolstered by influential studies in journals such as the Journal of Strength and Conditioning Research that validated its neuromuscular benefits. Integration with digital technologies, including apps for real-time inertia tracking and performance analytics, further popularized the method by enabling precise load adjustments and progress monitoring during sessions. Recent trends as of 2024 have emphasized hybrid protocols that blend flywheel exercises with traditional resistance training to optimize overall athletic development, alongside the rise of portable devices suitable for field-based use in team sports and remote training.

Equipment and Training Protocols

Types of Flywheel Devices

Flywheel training devices vary in design to accommodate different training needs, primarily differing in orientation, inertia delivery mechanisms, portability, and additional features. These variations influence their suitability for specific exercises and environments, such as gyms, settings, or field-based training. Horizontal flywheel devices, such as the Exxentric kBox, feature a flat platform orientation that facilitates vertical loading exercises like squats and pulls, providing stable resistance along a linear path. In contrast, vertical flywheel devices, exemplified by the Desmotec D11 or VersaPulley, allow for multi-plane movements, including rotational and lateral actions, making them ideal for that mimics sport-specific patterns. Research indicates that horizontal setups emphasize lateral exercises like lunges, while vertical ones optimize vertical force production in movements such as squats, with both orientations yielding comparable improvements in jump height and change-of-direction speed. Inertia in these devices is generated through mechanisms like belt-driven systems, which are prevalent in portable units for their simplicity and smooth operation, or rope-driven alternatives, such as those in Proinertial equipment, offer customizable resistance for team sports applications. Belt-driven designs, common in models like the kBox, provide variable inertia by adjusting flywheel size, though they may require periodic belt replacements to maintain performance. Portable devices, including handheld styles like the Wheeler YoYo or HandyGym, are lightweight and designed for or on-the-go use, allowing exercises without spinal loading and easy transport for clinical or travel settings. Fixed or machine-based units, such as the 1080 Motion or Exxentric kBox Pro, are more robust for environments, offering enhanced for high-volume sessions in facilities. These portable options prioritize , while fixed models support heavier, more precise workloads. As of 2025, models like the Exxentric kBox V5 offer enhanced features such as improved digital integration. Accessories enhance device versatility, including variable inertia kits that allow users to add weights to the rim or swap components for adjustable levels, as seen in Exxentric's modular flywheels (small, medium, large). Digital interfaces, such as the kMeter or Enode Pro, integrate velocity-based by measuring rotations in , enabling data-driven feedback on output without additional hardware. These add-ons typically cost $200–$1,000 and improve precision in both portable and fixed setups. Costs for flywheel devices range from entry-level models around $500, such as the Kynett HOME (approximately $458 as of 2025), to -grade systems exceeding $5,000, like advanced Exerfly or Desmotec units equipped with software integration (up to $8,000). Accessibility has improved with portable options, but maintenance, including belt or rope inspections, is essential for , particularly in high-use contexts.

Common Exercises and Programming

Common exercises in flywheel training target major muscle groups through multi-joint and movements, emphasizing the device's ability to provide variable resistance. Lower-body exercises include squats, deadlifts, lunges, and leg curls, which replicate functional patterns like and sprinting. Upper-body variations such as rows, presses, and pull-downs focus on pulling and pushing actions to build back, chest, and strength. Unilateral exercises, like single-leg squats or split squats, are frequently incorporated to address asymmetries and enhance . Programming for flywheel training typically involves 3-5 sets of 4-8 repetitions per exercise, with an emphasis on maximal effort during the to generate high eccentric loading in the return. Sessions are conducted 2-3 times per week, with over 8-12 weeks to allow through increased volume or intensity. For strength development, heavier inertias are used with lower reps (e.g., 4-6), while power-focused protocols employ lighter loads and explosive movements (e.g., 6-8 reps). Rest intervals between sets range from 2-3 minutes to facilitate recovery of neuromuscular function. Inertia selection is tailored to goals and individual capacity, measured in ·; light inertias (e.g., 0.025 ·) suit for speed and explosiveness, whereas heavier ones (0.1 · or more) target maximal strength and . Initial loads are determined by matching the concentric effort to 70-80% of in traditional lifts, with adjustments based on from device metrics. Progression involves incrementally increasing by 5-10% every 1-2 weeks, monitored to maintain optimal profiles. Integration of flywheel training into broader programs begins with a warm-up of 5-10 minutes of light cardio followed by 1-2 sets at low (e.g., 0.02-0.03 kg·m²) to familiarize users with the and reduce risk. It can be combined with free weights or bodyweight exercises in a session, such as alternating flywheel squats with deadlifts, to complement concentric and eccentric demands. For novices, starting with supervised sessions at low ensures technique mastery before advancing. Safety considerations prioritize proper form to mitigate overload risks, particularly in the eccentric phase; users should maintain a neutral spine and controlled deceleration. Beginners are advised to commence with minimal inertia and gradual volume increases to allow neuromuscular adaptation, avoiding sudden high loads that could lead to muscle strain. Ongoing monitoring of fatigue indicators, such as decreased velocity or perceived exertion, helps prevent overtraining.

Physiological Effects

Concentric and Eccentric Adaptations

Flywheel training's concentric phase facilitates high-velocity contractions that enhance the recruitment of fast-twitch muscle fibers and elevate the rate of force development (RFD), key for explosive actions. The iso-inertial loading allows athletes to express maximal intent across the full , promoting rapid force production without deceleration at the end range, unlike traditional gravity-dependent exercises. This results in neuromuscular drive improvements, with observed power output increases of 10-21.6% ( 0.42-0.83) following structured programs, alongside enhanced performance (9.6-9.8%, 0.54-0.61). In the eccentric phase, devices generate an overload of 20-50% beyond concentric capacity due to stored from the 's , enabling supramaximal braking forces that exceed typical voluntary eccentric outputs. This leads to amplified adaptations in the stretch-shortening cycle (), with eccentric force increases of 21-90% compared to 11-39% in concentric maximal voluntary contractions, fostering greater stiffness and utilization. The variable resistance profile during deceleration heightens biomechanical demands, particularly in the latter portion of the (around 70° flexion), optimizing reactive strength capabilities. Neuromuscular responses to flywheel training include heightened motor unit synchronization and differential muscle activation patterns, with greater solicitation of type IIx fibers for improved force-velocity characteristics. Compared to lifts, flywheel protocols elicit higher eccentric muscle activation, as evidenced by (EMG) showing near-maximal levels in knee extensors during braking phases. Acute responses feature elevated EMG activity (10-35% higher in eccentrics versus concentrics or weight-stack training) and increased metabolic stress from the unrestrained loading, contributing to immediate post-exercise fatigue and potentiation. Long-term, these adaptations shift the power-velocity curve rightward, enhancing output across submaximal to maximal loads (e.g., 50-90% 1RM equivalents) and specificity to high-velocity explosive movements, with power gains of 10-33% observed over 5-15 weeks.

Muscle Hypertrophy and Strength Gains

Flywheel training promotes through mechanisms emphasizing eccentric overload, which generates greater mechanical tension and metabolic stress compared to traditional gravity-dependent exercise. This overload preferentially upregulates cell activity in fast-twitch muscle fibers, facilitating myonuclear accretion and enhanced protein for structural adaptations. Research indicates hypertrophic responses, such as increases in cross-sectional area, with effect sizes around 0.59 and percentage gains of 7-8% over 5-8 weeks of at 2-3 sessions per week. Strength adaptations from flywheel training include notable improvements in maximal force production, with meta-analyses reporting average increases of 17% in dynamic strength over 4-10 weeks. (1RM) values, such as in squats, have shown 10-20% gains across 6-12 weeks, alongside enhancements in bilateral and unilateral force symmetry, particularly when unilateral protocols are employed to address asymmetries. At the level of muscle architecture, flywheel training induces distinct changes in the vastus lateralis, including fascicle lengthening by approximately 1.3 cm and increases in distal muscle cross-sectional area by 3.3 cm² after 10 weeks, contrasting with traditional training's emphasis on pennation angle increases of about 3°. Comparisons reveal flywheel training's superiority for type II fiber over free weights, attributed to higher eccentric demands that target fast-twitch fibers more effectively. Hypertrophic outcomes exhibit a dose-response relationship, with greater and training volume correlating to amplified gains in muscle size and force. Efficacy for and strength appears consistent across genders and age groups, though older adults experience pronounced benefits, including counteraction of through improved muscle mass and function.

Applications and Benefits

In Athletic Performance Enhancement

Flywheel has demonstrated notable enhancements in athletic performance, particularly in metrics related to power output and speed, among healthy athletes across various sports. Systematic reviews indicate that flywheel training enhances performance, with inconsistent improvements in sprint times, attributed to the unique eccentric overload provided by flywheel devices that promotes greater neuromuscular adaptations compared to traditional resistance training. For instance, an 8-week in male players resulted in a 15.1% increase in squat height and a 36.8% improvement in reactive strength index (RSI) for 20-cm drop jumps, reflecting enhanced stretch-shortening cycle efficiency essential for explosive movements. Post-activation potentiation (PAP) effects from flywheel training further support its role in optimizing warm-ups for competition. Acute bouts, such as 2-3 sets of high-inertia squats, have been shown to acutely boost lower-limb explosive power, with countermovement jump height increasing by up to 5.1% immediately post-exercise and persisting for 4-8 minutes, allowing athletes to prime their neuromuscular system without excessive fatigue. This mechanism leverages the heightened muscle contractility from eccentric loading, making it a practical tool for pre-competition preparation in power-demanding events. In sport-specific applications, flywheel training translates effectively to team and individual disciplines by targeting key performance determinants. In soccer, protocols emphasizing multi-directional exercises have improved change-of-direction speed with moderate to large effect sizes, aiding during and reducing deceleration demands that contribute to in team settings. athletes benefit from enhanced explosive jumps, with studies reporting superior vertical leap gains that support rebounding and fast breaks. These adaptations are particularly valuable in team sports like soccer and , where repeated high-intensity efforts require sustained power, compared to individual sports like , where maximal velocity in isolated sprints is prioritized. The transfer of flywheel-induced gains to on-field performance is evident in metrics like RSI and movement economy. Training interventions enhance RSI, enabling quicker ground contact times and better force absorption during reactive tasks such as cutting or bounding, which directly correlates with improved and reduced energy cost in repeated sprints. This leads to greater efficiency in prolonged efforts, as athletes exhibit lower metabolic demands during intermittent high-intensity activities, supporting endurance in game scenarios. strategies optimize training's integration into athletic programs, balancing volume and intensity across seasons. Off-season phases often incorporate higher-volume sessions (e.g., 3-4 sets of 6-10 reps, 2-3 times weekly) to focus on development and , while in-season maintenance uses low-volume protocols (1-2 sessions per week, 2-3 sets) to preserve gains without interfering with sport-specific practice. Such approaches ensure while minimizing recovery demands. Practitioners in elite soccer perceive flywheel training as effective for strength, performance, and , with most prescribing 2 weekly sessions using exercises like squats, lunges, and hip hinges. Recent studies as of 2025, including a and a intervention, continue to support its role in enhancing performance and sport-specific capacities.

In Injury Prevention and Rehabilitation

Flywheel training contributes to by enhancing the hamstring-quadriceps strength ratio, which helps mitigate (ACL) strain during dynamic movements. In a 6-week with recreational athletes, protocols improved eccentric hamstring peak by approximately 20 N·m and reduced landing knee valgus, key risk factors for ACL injuries, outperforming body weight exercises. Eccentric loading in exercises also bolsters tendon resilience, promoting adaptations in tendon thickness and stiffness that support better load tolerance and reduce risk. In rehabilitation, flywheel training facilitates early-stage recovery following reconstruction by targeting persistent weakness through controlled eccentric overload. An 8-week of exhaustive Bulgarian split squats on the affected leg, performed twice weekly, increased rate of force development by 20-30% in well-trained athletes post-surgery, narrowing between-limb strength deficits. For rotator cuff and back injuries, progressive loading in late-stage rehab, such as pulley-based external rotations or squats, restores functional strength and kinetic chain stability without excessive joint stress, integrating seamlessly with . Evidence indicates flywheel training yields substantial reductions in incidence; for instance, a 10-week preseason program lowered rates from 67% to 20% in elite soccer players compared to controls. Controlled eccentric phases further minimize stress during rehab, with studies showing no increase in while improving properties in patellar cases. In overuse contexts, such as patellar in jumping athletes, 24-week flywheel resulted in no cases in the intervention group, similar to controls, while enhancing lower limb power. Typical protocols emphasize low-inertia setups for high-repetition work to manage in early rehab, progressing to medium over 4-6 weeks at 1-2 sessions per week, with 4 sets of 8-12 maximal efforts and 90-120 seconds rest. These are often integrated into , starting with 1-2 weekly sessions of -focused exercises before advancing to power-oriented ones. Among specific populations, older adults benefit from flywheel training's emphasis on eccentric overload, which enhances and lower-body power to aid ; 6-12 week programs improved postural stability and strength in those aged 64-70, reducing limitations. In youth athletes, rotational flywheel training over 6 weeks supports safe strength gains without adverse effects on growth plates, as markers remained normal while reactive strength increased by up to 34%.

Scientific Research

Key Studies and Findings

Early research on flywheel training, pioneered by Per Anders Tesch in the 1990s, demonstrated its potential for eccentric overload to counteract in microgravity environments, with initial designs focusing on inertial resistance to maintain mass during simulations. Subsequent foundational studies by Tesch and colleagues in the early 2000s confirmed that flywheel-based eccentric overload training induced rapid adaptations in muscle size, with volume increasing by 6.2% after 5 weeks in untrained individuals, highlighting the modality's efficiency for compared to traditional methods. A 2017 meta-analysis by Maroto-Izquierdo et al. synthesized evidence from multiple randomized controlled trials, revealing that flywheel resistance training with eccentric overload produced greater effects than traditional weight-stack training, with a standardized mean difference of 0.63, alongside superior improvements in muscle function and strength. This analysis, encompassing studies on both trained and untrained populations, underscored the modality's advantages in promoting structural adaptations, with effect sizes indicating significant gains in vastus lateralis thickness and overall lower-body power output. In performance contexts, a 2023 by Sáez de Villarreal et al. evaluated 22 studies and found flywheel training enhanced sport-specific outcomes, including height and sprint speed, with moderate to large effect sizes across athletic populations, attributing gains to the variable resistance profile that better mimics dynamic movements. Recent investigations, such as a 2025 study by Ruiz-Alias et al., explored post-activation potentiation () using flywheel deadlifts, showing that low- protocols (0.025 kg·m²) acutely improved countermovement jump performance by 4.3-4.6% from 3-9 minutes post-set, with similar effects observed for high- variants, suggesting optimized selection for enhancement in athletes. For , a 2022 umbrella by Beato et al. aggregated data from prior meta-analyses and reported flywheel training's role in reducing injury risk through improved eccentric strength and stiffness, with protocols improving eccentric strength and properties in players compared to traditional training. NASA-derived further supports its efficacy in muscle preservation, as flywheel resistive exercise during analogs significantly reduced lower-body strength losses (e.g., to -10% vs. -30-45% in controls) compared to non-exercising controls, preserving lean mass and countering unloading-induced akin to conditions. Quantitative findings across studies indicate average strength increases of 8-12% in maximal and dynamic extension after 6 weeks of , particularly when emphasizing eccentric phases, as evidenced in trials with professional athletes showing consistent dose-response relationships. Variations in further modulate outcomes, allowing tailored adaptations based on goals such as velocity-specific or . Methodologically, key studies commonly employed protocols of 3 sets of 6 repetitions per exercise, performed 2-3 times weekly, with groups using traditional free weights to isolate effects; these designs revealed superior eccentric peak improvements (up to 20%) in cohorts, emphasizing the importance of individualized matching for efficacy.

Limitations and Future Directions

Despite its promising applications, faces several limitations that hinder its widespread adoption and further research. One primary barrier is the high cost of specialized , which restricts for individual users, smaller training facilities, and resource-limited research settings. Additionally, there is notable variability in across devices and protocols, as current studies often lack consistent guidelines for selecting optimal loads, leading to challenges in comparing outcomes between investigations. Research on flywheel training also reveals significant population gaps, with most studies focusing on young male athletes, resulting in underrepresentation of , adolescents, and clinical populations beyond basic contexts. For instance, systematic reviews indicate that only a small fraction of trials include female participants, limiting generalizability to diverse athletic and non-athletic groups. Methodologically, many existing studies suffer from small sample sizes, typically ranging from 8 to 54 participants, and a relative scarcity of high-quality randomized controlled trials, which undermines the robustness of evidence on long-term effects. Moreover, interventions rarely extend beyond 35 weeks, leaving a critical gap in understanding adaptations and safety over periods exceeding one year. Looking ahead, future directions in flywheel training research emphasize addressing these gaps through more inclusive and rigorous study designs. There is a pressing need for longitudinal investigations spanning over one year to evaluate sustained physiological adaptations, particularly in underrepresented groups such as females, adolescents, and individuals with chronic diseases or aging-related conditions. Enhanced methodological standards, including larger sample sizes and additional randomized controlled trials, will be essential to establish dose-response relationships and optimal models. Emerging trends point toward integrating advanced monitoring technologies, such as wireless encoders for real-time measurement of power and , to improve precision and enable field-based applications. Overall, developing standardized protocols for inertia selection and variables will facilitate broader and comparative research across sports and populations.

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