A method of manufacturing a component from an aluminium material having high high-temperature strength and a high modulus of elasticity, comprising the following steps: - Producing a powder comprising globular composite powder particles, namely by: - Atomization of a melt of a hyper-eutectic or hyper-eutectic aluminium alloy in an inert gas atmosphere with the addition of additive particles which are insoluble in the aluminium alloy, the additive particles having a particle size of up to 120 μm, - Where 5 to 70% by weight of additional particles based on the weight of the aluminium alloy melt used are fed in during atomization, - Cooling of the melt droplets at high cooling rates of 10 3 to 10 5 K/s and - Collecting the solidified powder particles on a collection device, wherein the collected powder particles comprise globular composite powder particles in which the additive particles are partially or completely enclosed by the aluminium alloy, - Separation of powder particles from the powder that do not reach a minimum particle size of 100 μm, - If necessary, separation of powder particles from the powder, whose particle size exceeds 350 μm, - If necessary, mixing of the powder with a thermoplastic binder, - Feeding the powder or the powder-binder mixture to a generative manufacturing device for near-net-shape production of the component. - Producing a powder comprising globular composite powder particles, namely by: - Atomization of a melt of a hyper-eutectic or hyper-eutectic aluminium alloy in an inert gas atmosphere with the addition of additive particles which are insoluble in the aluminium alloy, the additive particles having a particle size of up to 120 μm, - Where 5 to 70% by weight of additional particles based on the weight of the aluminium alloy melt used are fed in during atomization, - Cooling of the melt droplets at high cooling rates of 10 3 to 10 5 K/s and - Collecting the solidified powder particles on a collection device, wherein the collected powder particles comprise globular composite powder particles in which the additive particles are partially or completely enclosed by the aluminium alloy, - Atomization of a melt of a hyper-eutectic or hyper-eutectic aluminium alloy in an inert gas atmosphere with the addition of additive particles which are insoluble in the aluminium alloy, the additive particles having a particle size of up to 120 μm, - Where 5 to 70% by weight of additional particles based on the weight of the aluminium alloy melt used are fed in during atomization, - Cooling of the melt droplets at high cooling rates of 10 3 to 10 5 K/s and - Collecting the solidified powder particles on a collection device, wherein the collected powder particles comprise globular composite powder particles in which the additive particles are partially or completely enclosed by the aluminium alloy, - Separation of powder particles from the powder that do not reach a minimum particle size of 100 μm, - If necessary, separation of powder particles from the powder, whose particle size exceeds 350 μm, - If necessary, mixing of the powder with a thermoplastic binder, - Feeding the powder or the powder-binder mixture to a generative manufacturing device for near-net-shape production of the component.