能量粒子的能谱拟合方法、拟合装置、存储介质及终端

By constructing an energy spectrum fitting equation that considers flux and energy error, and using the tanh function to describe the smooth transition within the energy range, the problems of needing to pre-assume the shape of the energy spectrum and not considering energy error in the existing technology are solved, and accurate fitting of the energy spectrum of high-energy particles is achieved, especially self-consistent fitting of the three-fold power-law spectrum.

CN116840886BActive Publication Date: 2026-07-17PEKING UNIV

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
PEKING UNIV
Filing Date
2023-06-30
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing techniques for fitting high-energy particle energy spectra have problems such as requiring prior assumptions about the energy spectrum shape, being unable to fit triple-fold power-law spectra, and not considering energy errors, resulting in inaccurate fitting results.

Method used

An energy spectrum fitting equation is constructed, taking into account flux and energy error. The tanh function is used to describe the smooth transition within the energy range. The parameters are optimized by chi-square statistics and gradient information to achieve self-consistent fitting of the three-fold power-law spectrum.

Benefits of technology

It can self-consistently fit various energy spectrum shapes, including trifold power-law spectra, and provide more accurate information on energy particle distribution, especially transition energies and width information.

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Abstract

本申请提供一种能量粒子的能谱拟合方法、拟合装置、存储介质及终端,本申请的能量粒子的能谱拟合方法首先构建了能谱拟合方程,该拟合方程可以自洽地拟合已有的能谱形式,例如三折幂律谱、双幂律谱、ER(Ellison‑Ramaty)状谱、Kappa分布及LP(Log‑parabola)谱等;同时还能够实现各种能谱组合的形式的拟合,例如Kappa分布+单幂律谱,单幂律谱+ER状谱,单幂律谱+LP谱等。本申请的能谱拟合方法能够给出高能粒子分布的转折能量以及宽度信息,可获得更加全面真实的能量粒子分布信息。
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