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	<title>Metrics &amp; KPIs Archives | Tesibis</title>
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	<description>Consulting &#38; Expert Testimony on Lubrication &#38; Oil Analysis</description>
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	<title>Metrics &amp; KPIs Archives | Tesibis</title>
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		<title>Select the Right Metrics for Improved Maintenance and Reliability</title>
		<link>https://tesibis.com/metrics-and-kpis/1-select-the-right-metrics-for-improved-maintenance-and-reliability/</link>
		
		<dc:creator><![CDATA[Jim Fitch]]></dc:creator>
		<pubDate>Wed, 17 Dec 2025 17:09:27 +0000</pubDate>
				<category><![CDATA[Metrics & KPIs]]></category>
		<category><![CDATA[charts]]></category>
		<category><![CDATA[graphs]]></category>
		<category><![CDATA[KPIs]]></category>
		<category><![CDATA[measures]]></category>
		<category><![CDATA[performance]]></category>
		<category><![CDATA[trends]]></category>
		<guid isPermaLink="false">https://tesibis.com/?p=836</guid>

					<description><![CDATA[<p>Experts agree that the best way to overcome a catastrophic machine failure is not to have one. However, those in the maintenance field understand that machine reliability comes at a price. Monitoring key performance indicators of machine reliability alone may fail to control wasteful and ineffective expenditures that were half-heartedly intended to reduce failure and downtime. To the other extreme, initiatives that slash current maintenance expenditures without considering long-term reliability consequences are frequently a penny wise and a pound foolish.</p>
<p>The post <a href="https://tesibis.com/metrics-and-kpis/1-select-the-right-metrics-for-improved-maintenance-and-reliability/">Select the Right Metrics for Improved Maintenance and Reliability</a> appeared first on <a href="https://tesibis.com">Tesibis</a>.</p>
]]></description>
										<content:encoded><![CDATA[
<p class="wp-block-paragraph">By Jim Fitch<br>Practicing Oil Analysis Magazine</p>



<figure class="wp-block-image size-full"><img fetchpriority="high" decoding="async" width="325" height="233" src="https://tesibis.com/wp-content/uploads/2025/12/image-86.png" alt="" class="wp-image-837" srcset="https://tesibis.com/wp-content/uploads/2025/12/image-86.png 325w, https://tesibis.com/wp-content/uploads/2025/12/image-86-300x215.png 300w" sizes="(max-width: 325px) 100vw, 325px" /></figure>



<p class="wp-block-paragraph">Experts agree that the best way to overcome a catastrophic machine failure is not to have one. However, those in the maintenance field understand that machine reliability comes at a price. Monitoring key performance indicators of machine reliability alone may fail to control wasteful and ineffective expenditures that were half-heartedly intended to reduce failure and downtime. To the other extreme, initiatives that slash current maintenance expenditures without considering long-term reliability consequences are frequently a penny wise and a pound foolish.</p>



<p class="wp-block-paragraph">For most companies, you are what you measure. Metrics shape and define an organization. We’ve all been subject to various measurements since the days of our childhood. Those early experiences ranged from the winning score of our little league baseball game to the painfully serious day we brought home a low grade on a school report card.</p>



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<div class="wp-block-button"><a class="wp-block-button__link wp-element-button" href="https://www.machinerylubrication.com/Read/802/beware-of-what-you-measure" target="_blank" rel="noreferrer noopener">Read the full article</a></div>
</div>
<p>The post <a href="https://tesibis.com/metrics-and-kpis/1-select-the-right-metrics-for-improved-maintenance-and-reliability/">Select the Right Metrics for Improved Maintenance and Reliability</a> appeared first on <a href="https://tesibis.com">Tesibis</a>.</p>
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			</item>
		<item>
		<title>The Truths About Oil Analysis Data Trending</title>
		<link>https://tesibis.com/metrics-and-kpis/2-the-truths-about-oil-analysis-data-trending/</link>
		
		<dc:creator><![CDATA[Jim Fitch]]></dc:creator>
		<pubDate>Wed, 24 Dec 2025 01:04:02 +0000</pubDate>
				<category><![CDATA[Metrics & KPIs]]></category>
		<category><![CDATA[data reproducibility]]></category>
		<category><![CDATA[discrepancies]]></category>
		<category><![CDATA[machine wear rate]]></category>
		<category><![CDATA[trend plots]]></category>
		<guid isPermaLink="false">https://tesibis.com/?p=1458</guid>

					<description><![CDATA[<p>The best way to trend oil analysis data is to follow its movement visually using a standard trend plot. Trending can quickly reveal the rate-of-change over time (slope on the plot) associated with a series of monotonic data points that might reveal a reportable condition.</p>
<p>The post <a href="https://tesibis.com/metrics-and-kpis/2-the-truths-about-oil-analysis-data-trending/">The Truths About Oil Analysis Data Trending</a> appeared first on <a href="https://tesibis.com">Tesibis</a>.</p>
]]></description>
										<content:encoded><![CDATA[
<p class="wp-block-paragraph">By Jim Fitch<br>Practicing Oil Analysis Magazine</p>



<figure class="wp-block-image size-full"><img decoding="async" width="250" height="310" src="https://tesibis.com/wp-content/uploads/2025/12/image-211.png" alt="" class="wp-image-1459" srcset="https://tesibis.com/wp-content/uploads/2025/12/image-211.png 250w, https://tesibis.com/wp-content/uploads/2025/12/image-211-242x300.png 242w" sizes="(max-width: 250px) 100vw, 250px" /></figure>



<p class="wp-block-paragraph"><br>The best way to trend oil analysis data is to follow its movement visually using a standard trend plot. Trending can quickly reveal the rate-of-change over time (slope on the plot) associated with a series of monotonic data points that might reveal a reportable condition. It can sometimes be concluded that if the rate-of-change is normal and constant (linear trend slope) that the lubricant and machine conditions are equally normal and acceptable. However, abnormal or unhealthy conditions do not aways produce steep trend lines.</p>



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<div class="wp-block-button is-style-tesibis-outline-blue-blue"><a class="wp-block-button__link wp-element-button" href="https://www.machinerylubrication.com/Read/1075/oil-analysis-data-trending" target="_blank" rel="noreferrer noopener">Read the full article</a></div>
</div>



<p class="wp-block-paragraph"></p>
<p>The post <a href="https://tesibis.com/metrics-and-kpis/2-the-truths-about-oil-analysis-data-trending/">The Truths About Oil Analysis Data Trending</a> appeared first on <a href="https://tesibis.com">Tesibis</a>.</p>
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