From 45856f29feb1f3bbfffc864a213fa97b4ebed32a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Peter=20L=C3=BCnenschlo=C3=9F?= <peter.luenenschloss@ufz.de>
Date: Tue, 4 Aug 2020 07:13:31 +0200
Subject: [PATCH] Update FormalDescriptions.md
---
docs/funcs/FormalDescriptions.md | 30 +++++++++++++++++++++++++++++-
1 file changed, 29 insertions(+), 1 deletion(-)
diff --git a/docs/funcs/FormalDescriptions.md b/docs/funcs/FormalDescriptions.md
index d9be8ab09..7ea4a9748 100644
--- a/docs/funcs/FormalDescriptions.md
+++ b/docs/funcs/FormalDescriptions.md
@@ -6,6 +6,7 @@ A collection of detailed mathematical descriptions.
- [spikes_flagRaise](#spikes_flagraise)
- [spikes_flagSpektrumBased](#spikes_flagspektrumbased)
+- [breaks_flagSpektrumBased](#breaks_flagspektrumbased)
## spikes_flagRaise
@@ -43,4 +44,31 @@ timestamps $`t_i`$ is considered a spikes, if:
3. The dataset $`X = x_i, ..., x_{k-1}, x_{k+1}, ..., x_j`$, with
$`|t_{k-1} - t_i| = |t_j - t_{k+1}| =`$ `noise_window` fulfills the
following condition:
- `noise_func`$`(X) <`$ `noise_thresh`
\ No newline at end of file
+ `noise_func`$`(X) <`$ `noise_thresh`
+
+## breaks_flagSpektrumBased
+
+A value $`x_k`$ of a time series $`x_t`$ with timestamps $`t_i`$, is considered to be a break, if:
+
+1. $`x_k`$ represents a sufficiently large relative jump:
+
+ $`|\frac{x_k - x_{k-1}}{x_k}| >`$ `thresh_rel`
+
+2. $`x_k`$ represents a sufficient absolute jump:
+
+ $`|x_k - x_{k-1}| >`$ `thresh_abs`
+
+3. The dataset $`X = x_i, ..., x_{k-1}, x_{k+1}, ..., x_j`$, with $`|t_{k-1} - t_i| = |t_j - t_{k+1}| =`$ `first_der_window`
+ fulfills the following condition:
+
+ $`|x'_k| >`$ `first_der_factor` $` \cdot \bar{X} `$
+
+ where $`\bar{X}`$ denotes the arithmetic mean of $`X`$.
+
+4. The ratio (last/this) of the second derivatives is close to 1:
+
+ $` 1 -`$ `scnd_der_ratio_margin_1` $`< |\frac{x''_{k-1}}{x_{k''}}| < 1 + `$`scnd_der_ratio_margin_1`
+
+5. The ratio (this/next) of the second derivatives is sufficiently height:
+
+ $`|\frac{x''_{k}}{x''_{k+1}}| > `$`scnd_der_ratio_margin_2`
\ No newline at end of file
--
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