<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Cooling System Failure on Alfie Amayo — Operations Portfolio</title><link>https://alfieamayo.com/seekers/cooling-system-failure/</link><description>Recent content in Cooling System Failure on Alfie Amayo — Operations Portfolio</description><generator>Hugo</generator><language>en-us</language><atom:link href="https://alfieamayo.com/seekers/cooling-system-failure/index.xml" rel="self" type="application/rss+xml"/><item><title>Discovery Timeline</title><link>https://alfieamayo.com/seekers/cooling-system-failure/discovery-timeline/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://alfieamayo.com/seekers/cooling-system-failure/discovery-timeline/</guid><description>&lt;div class="inline-title">
&lt;a href="https://alfieamayo.com/seekers/cooling-system-failure/" class="parent-title">Cooling System Failure&lt;/a>
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&lt;span class="child-title">Discovery Timeline&lt;/span>
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&lt;a href="https://alfieamayo.com/seekers/cooling-system-failure/systems-context/" class="snav-item">Systems Context&lt;/a>
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&lt;h2 id="before-the-run">Before the Run&lt;/h2>
&lt;p>Two runs preceded Batch 50 and shaped how I interpreted the outcome. Batches 48 and 49 were both Orange Liqueur, each running for 7.5 hours and passed quality control (QC) without issue.&lt;/p>
&lt;p>During those runs, I observed that the 2000L still ran hotter than the 300L legacy still, with distillate output temperature progressing from cool to warm to hot. The observation was tactile, not instrumented. I noted it but did not return to review it because both batches passed QC and matched the expected flavour.&lt;/p></description></item><item><title>Impact and Response</title><link>https://alfieamayo.com/seekers/cooling-system-failure/impact-and-response/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://alfieamayo.com/seekers/cooling-system-failure/impact-and-response/</guid><description>&lt;div class="inline-title">
&lt;a href="https://alfieamayo.com/seekers/cooling-system-failure/" class="parent-title">Cooling System Failure&lt;/a>
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&lt;span class="child-title">Impact and Response&lt;/span>
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&lt;div class="signals-2x2">
&lt;div class="signal-cell">
&lt;div class="signal-label">Quarantined&lt;/div>
&lt;div class="signal-value">1 batch&lt;/div>
&lt;div class="signal-sub">Batch 50 — never shipped&lt;/div>
&lt;/div>
&lt;div class="signal-cell">
&lt;div class="signal-label">Potential radius&lt;/div>
&lt;div class="signal-value">5 batches&lt;/div>
&lt;div class="signal-sub">Stopped before Batch 51&lt;/div>
&lt;/div>
&lt;div class="signal-cell">
&lt;div class="signal-label">Customer exposure&lt;/div>
&lt;div class="signal-value-sm">Zero&lt;/div>
&lt;div class="signal-sub">Contained pre-bottling&lt;/div>
&lt;/div>
&lt;div class="signal-cell">
&lt;div class="signal-label">Response time&lt;/div>
&lt;div class="signal-value-sm">Same day&lt;/div>
&lt;div class="signal-sub">Last reversible point&lt;/div>
&lt;/div>
&lt;/div>
&lt;h2 id="affected-batch">Affected Batch&lt;/h2>
&lt;p>One batch was affected. Batch 50, a Seekers Mekong Dry Gin run produced on the 2000L still on 29 May 2023, failed QC and was quarantined. It never shipped. Post-incident analysis later confirmed a temperature drift of &lt;span class="stat">1–2°C/hr&lt;/span>, rising by approximately &lt;span class="stat">24°C&lt;/span> across the 12-hour run.&lt;/p></description></item><item><title>Root Cause Analysis</title><link>https://alfieamayo.com/seekers/cooling-system-failure/root-cause-analysis/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://alfieamayo.com/seekers/cooling-system-failure/root-cause-analysis/</guid><description>&lt;div class="inline-title">
&lt;a href="https://alfieamayo.com/seekers/cooling-system-failure/" class="parent-title">Cooling System Failure&lt;/a>
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&lt;span class="child-title">Root Cause Analysis&lt;/span>
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&lt;h2 id="mechanism-of-failure">Mechanism of Failure&lt;/h2>
&lt;p>The 2000L still was connected to a cooling reservoir designed for the 300L legacy still. Under sustained load, heat returned to the reservoir faster than it could be dissipated. Temperature increased at approximately &lt;span class="stat">1–2°C/hr&lt;/span>, rising from around &lt;span class="stat">30°C → 54°C&lt;/span> over 12 hours.&lt;/p>
&lt;p>As coolant temperature rose, the system became less effective at condensing vapour back into liquid. More vapour passed through without being properly captured. Distillate output temperature increased, less intended flavour was retained, and the final profile no longer matched the expected standard.&lt;/p></description></item><item><title>Structural Improvements</title><link>https://alfieamayo.com/seekers/cooling-system-failure/structural-improvements/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://alfieamayo.com/seekers/cooling-system-failure/structural-improvements/</guid><description>&lt;div class="inline-title">
&lt;a href="https://alfieamayo.com/seekers/cooling-system-failure/" class="parent-title">Cooling System Failure&lt;/a>
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&lt;span class="child-title">Structural Improvements&lt;/span>
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&lt;a href="https://alfieamayo.com/seekers/cooling-system-failure/systems-context/" class="snav-item">Systems Context&lt;/a>
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&lt;p>Four changes followed the incident. Each was designed to close a specific failure mode exposed by the investigation.&lt;/p>
&lt;h2 id="detection">Detection&lt;/h2>
&lt;div class="amber-item">
&lt;div class="amber-item-label">Change 1&lt;/div>
&lt;div class="amber-item-title">Coolant reservoir temperature instrumented and monitored&lt;/div>
&lt;div class="amber-item-body">A &lt;span class="stat">50°C&lt;/span> threshold is now used for coolant reservoir temperature across all batches. It was set from the highest recorded temperature on the 300L still, which consistently produces spirit that passes quality control. Above that level, cooling becomes less effective and product quality begins to drop. Any breach now triggers immediate investigation while the batch is still active, including checking reservoir temperature and confirming the chiller is operating as expected.&lt;/div>
&lt;/div>
&lt;hr>
&lt;h2 id="decision-constraints">Decision Constraints&lt;/h2>
&lt;div class="amber-item">
&lt;div class="amber-item-label">Change 2&lt;/div>
&lt;div class="amber-item-title">Hard stop on weak signals before raw material commitment&lt;/div>
&lt;div class="amber-item-body">Any weak signal, sensory or operational, is now enough to halt production before raw materials enter the still. Once added, the batch is committed and cannot be recovered. The stop is now a fixed rule, not a judgement call. This delays irreversible commitments until the issue is understood, while action is still possible.&lt;/div>
&lt;/div>
&lt;div class="amber-item">
&lt;div class="amber-item-label">Change 3&lt;/div>
&lt;div class="amber-item-title">Explicit escalation trigger for threshold breaches&lt;/div>
&lt;div class="amber-item-body">One person still has authority to halt production, but the trigger for review is now fixed rather than decided in the moment. Any threshold breach requires a documented review before the run continues. When one person both sees the signal and makes the decision, weak signals are easier to dismiss. The documented review removes that reliance.&lt;/div>
&lt;/div>
&lt;hr>
&lt;h2 id="execution-controls">Execution Controls&lt;/h2>
&lt;div class="amber-item">
&lt;div class="amber-item-label">Change 4&lt;/div>
&lt;div class="amber-item-title">SOP versioning with explicit update loop&lt;/div>
&lt;div class="amber-item-body">When a batch requires a workaround or exposes ambiguity, the SOP is updated before the next batch and the previous version is archived. During the incident, key assumptions, including the belief that visible condensation was a reliable quality signal, were being held in memory rather than written down. SOP versioning records these changes and reduces the risk of reverting to outdated practice.&lt;/div>
&lt;/div></description></item><item><title>Systems Context</title><link>https://alfieamayo.com/seekers/cooling-system-failure/systems-context/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://alfieamayo.com/seekers/cooling-system-failure/systems-context/</guid><description>&lt;div class="inline-title">
&lt;a href="https://alfieamayo.com/seekers/cooling-system-failure/" class="parent-title">Cooling System Failure&lt;/a>
&lt;span class="title-slash">/&lt;/span>
&lt;span class="child-title">Systems Context&lt;/span>
&lt;/div>
&lt;nav class="subpage-nav">
&lt;a href="https://alfieamayo.com/seekers/cooling-system-failure/systems-context/" class="snav-item active">Systems Context&lt;/a>
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&lt;a href="https://alfieamayo.com/seekers/cooling-system-failure/structural-improvements/" class="snav-item">Structural Improvements&lt;/a>
&lt;/nav>
&lt;h2 id="operations-overview">Operations Overview&lt;/h2>
&lt;p>Seekers Spirits is a craft distillery in Phnom Penh, Cambodia. At the time of this incident, production ran on two stills: a 300L legacy still and a 2000L still installed in early 2023. The 300L still had a stable, established operating pattern. The 2000L still handled larger runs, but its cooling system depended on a reservoir originally sized for the smaller equipment. I owned quality control end-to-end, from tasting through to final release decisions.&lt;/p></description></item></channel></rss>