Add 3 files
Browse files- README.md +6 -4
- index.html +785 -19
- prompts.txt +3 -0
README.md
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---
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title:
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emoji:
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colorFrom:
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colorTo: purple
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sdk: static
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pinned: false
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---
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-
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: dca
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+
emoji: ⚛️
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colorFrom: yellow
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colorTo: purple
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sdk: static
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pinned: false
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tags:
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+
- QwenSite
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---
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+
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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index.html
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<!
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| 1 |
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<!DOCTYPE html>
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| 2 |
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<html lang="en">
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| 3 |
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<head>
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| 4 |
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<meta charset="UTF-8" />
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| 5 |
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<meta name="viewport" content="width=device-width, initial-scale=1.0"/>
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| 6 |
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<title>Decline Curve Analysis - Oil & Gas Well Production</title>
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| 7 |
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<script src="https://cdn.tailwindcss.com"></script>
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| 8 |
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<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
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| 9 |
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<script src="https://cdnjs.cloudflare.com/ajax/libs/xlsx/0.18.5/xlsx.full.min.js"></script>
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<link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css" rel="stylesheet"/>
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<style>
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@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap');
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body {
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font-family: 'Inter', sans-serif;
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}
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.chart-container {
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position: relative;
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margin: auto;
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width: 100%;
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max-width: 900px;
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| 23 |
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height: 500px;
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}
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| 26 |
+
.upload-area {
|
| 27 |
+
border: 2px dashed #cbd5e1;
|
| 28 |
+
border-radius: 12px;
|
| 29 |
+
padding: 3rem 2rem;
|
| 30 |
+
text-align: center;
|
| 31 |
+
background-color: #f8fafc;
|
| 32 |
+
transition: all 0.3s ease;
|
| 33 |
+
cursor: pointer;
|
| 34 |
+
}
|
| 35 |
+
|
| 36 |
+
.upload-area:hover {
|
| 37 |
+
border-color: #4c51bf;
|
| 38 |
+
background-color: #ebf4ff;
|
| 39 |
+
}
|
| 40 |
+
|
| 41 |
+
.upload-area.highlight {
|
| 42 |
+
border-color: #2b6cb0;
|
| 43 |
+
background-color: #e6f0ff;
|
| 44 |
+
}
|
| 45 |
+
|
| 46 |
+
.info-card {
|
| 47 |
+
transition: all 0.3s ease;
|
| 48 |
+
border-left: 4px solid #4c51bf;
|
| 49 |
+
}
|
| 50 |
+
|
| 51 |
+
.info-card:hover {
|
| 52 |
+
transform: translateY(-2px);
|
| 53 |
+
box-shadow: 0 10px 25px rgba(0, 0, 0, 0.1);
|
| 54 |
+
}
|
| 55 |
+
|
| 56 |
+
.manual-input {
|
| 57 |
+
transition: all 0.3s ease;
|
| 58 |
+
border-left: 3px solid #2b6cb0;
|
| 59 |
+
}
|
| 60 |
+
|
| 61 |
+
.manual-input:hover {
|
| 62 |
+
transform: translateY(-1px);
|
| 63 |
+
box-shadow: 0 5px 15px rgba(0, 0, 0, 0.08);
|
| 64 |
+
}
|
| 65 |
+
</style>
|
| 66 |
+
</head>
|
| 67 |
+
<body class="bg-gradient-to-br from-slate-50 to-slate-100 min-h-screen">
|
| 68 |
+
|
| 69 |
+
<div class="container mx-auto px-4 py-10">
|
| 70 |
+
<div class="text-center mb-10">
|
| 71 |
+
<h1 class="text-4xl font-bold text-gray-800 mb-3">Decline Curve Analysis</h1>
|
| 72 |
+
<p class="text-lg text-gray-600 max-w-3xl mx-auto">
|
| 73 |
+
Enter current well information and upload your production data in Excel format to analyze production decline and forecast future performance.
|
| 74 |
+
Supports exponential, hyperbolic, and harmonic decline models.
|
| 75 |
+
</p>
|
| 76 |
+
</div>
|
| 77 |
+
|
| 78 |
+
<!-- Manual Input Section for Current Month and Production -->
|
| 79 |
+
<div class="bg-white rounded-2xl shadow-xl p-8 mb-8 max-w-4xl mx-auto transform hover:shadow-2xl transition-shadow duration-300">
|
| 80 |
+
<div class="flex items-center mb-6 text-blue-700">
|
| 81 |
+
<i class="fas fa-pen-alt text-2xl mr-3"></i>
|
| 82 |
+
<h2 class="text-2xl font-semibold">Current Well Information</h2>
|
| 83 |
+
</div>
|
| 84 |
+
|
| 85 |
+
<div class="grid grid-cols-1 md:grid-cols-2 gap-6 mb-8 manual-input bg-sky-50 p-6 rounded-xl border border-sky-200">
|
| 86 |
+
<div class="mb-4">
|
| 87 |
+
<label for="currentMonthInput" class="block text-sm font-medium text-gray-700 mb-2">Current Month of Production</label>
|
| 88 |
+
<div class="relative">
|
| 89 |
+
<select id="currentMonthInput" class="w-full px-4 py-3 border border-gray-300 rounded-lg focus:outline-none focus:ring-2 focus:ring-blue-500 appearance-none bg-white">
|
| 90 |
+
<option value="">-- Select Month --</option>
|
| 91 |
+
<option value="0">Current (0 months)</option>
|
| 92 |
+
<option value="1">1 Month Ago</option>
|
| 93 |
+
<option value="2">2 Months Ago</option>
|
| 94 |
+
<option value="3">3 Months Ago</option>
|
| 95 |
+
<option value="6">6 Months Ago</option>
|
| 96 |
+
<option value="9">9 Months Ago</option>
|
| 97 |
+
<option value="12">12 Months Ago</option>
|
| 98 |
+
<option value="18">18 Months Ago</option>
|
| 99 |
+
<option value="24">2 Years Ago</option>
|
| 100 |
+
<option value="36">3 Years Ago</option>
|
| 101 |
+
<option value="48">4 Years Ago</option>
|
| 102 |
+
<option value="60">5 Years Ago</option>
|
| 103 |
+
</select>
|
| 104 |
+
<div class="pointer-events-none absolute inset-y-0 right-0 flex items-center px-3 text-gray-700">
|
| 105 |
+
<i class="fas fa-chevron-down"></i>
|
| 106 |
+
</div>
|
| 107 |
+
</div>
|
| 108 |
+
<p class="mt-2 text-sm text-gray-500">How many months ago is this current data point?</p>
|
| 109 |
+
</div>
|
| 110 |
+
|
| 111 |
+
<div class="mb-4">
|
| 112 |
+
<label for="currentProductionInput" class="block text-sm font-medium text-gray-700 mb-2">Current Production Rate (BOPD)</label>
|
| 113 |
+
<div class="relative">
|
| 114 |
+
<input type="number" id="currentProductionInput" class="w-full px-4 py-3 border border-gray-300 rounded-lg focus:outline-none focus:ring-2 focus:ring-blue-500" placeholder="Enter current production rate" min="0" step="0.1">
|
| 115 |
+
<div class="absolute inset-y-0 right-0 flex items-center px-3 bg-blue-50 rounded-r-lg">
|
| 116 |
+
<span class="text-sm text-blue-700 font-medium">BOPD</span>
|
| 117 |
+
</div>
|
| 118 |
+
</div>
|
| 119 |
+
<p class="mt-2 text-sm text-gray-500">Current oil production rate in barrels of oil per day</p>
|
| 120 |
+
</div>
|
| 121 |
+
</div>
|
| 122 |
+
|
| 123 |
+
<div class="bg-amber-50 p-4 rounded-lg border border-amber-200 mb-6">
|
| 124 |
+
<div class="flex">
|
| 125 |
+
<div class="flex-shrink-0">
|
| 126 |
+
<i class="fas fa-info-circle text-amber-500 text-xl"></i>
|
| 127 |
+
</div>
|
| 128 |
+
<div class="ml-3">
|
| 129 |
+
<h3 class="text-sm font-medium text-amber-800">Important Note</h3>
|
| 130 |
+
<p class="mt-1 text-sm text-amber-700">
|
| 131 |
+
These values will be used as reference points for your analysis. They will be included in the results section before you upload your Excel file with historical data.
|
| 132 |
+
</p>
|
| 133 |
+
</div>
|
| 134 |
+
</div>
|
| 135 |
+
</div>
|
| 136 |
+
</div>
|
| 137 |
+
|
| 138 |
+
<!-- Upload Section -->
|
| 139 |
+
<div class="bg-white rounded-2xl shadow-xl p-8 mb-8 max-w-4xl mx-auto transform hover:shadow-2xl transition-shadow duration-300">
|
| 140 |
+
<div class="flex items-center mb-6 text-blue-700">
|
| 141 |
+
<i class="fas fa-chart-line text-2xl mr-3"></i>
|
| 142 |
+
<h2 class="text-2xl font-semibold">Upload Production Data</h2>
|
| 143 |
+
</div>
|
| 144 |
+
|
| 145 |
+
<div id="dropZone" class="upload-area mb-6">
|
| 146 |
+
<i class="fas fa-cloud-upload-alt text-5xl text-gray-400 mb-4"></i>
|
| 147 |
+
<h3 class="text-xl font-medium text-gray-700 mb-2">Drag & Drop Excel File</h3>
|
| 148 |
+
<p class="text-gray-500 mb-4">or click to browse files</p>
|
| 149 |
+
<p class="text-sm text-gray-400">Supported: .xlsx, .xls | Example columns: Date, Rate (BOPD), Cumulative (STB)</p>
|
| 150 |
+
<input type="file" id="fileInput" accept=".xlsx, .xls" class="hidden"/>
|
| 151 |
+
</div>
|
| 152 |
+
|
| 153 |
+
<div class="flex justify-center">
|
| 154 |
+
<button id="uploadBtn" class="px-6 py-3 bg-blue-600 text-white font-medium rounded-lg shadow-md hover:bg-blue-700 focus:outline-none focus:ring-2 focus:ring-blue-500 focus:ring-opacity-50 transition duration-200 disabled:opacity-50 disabled:cursor-not-allowed" disabled>
|
| 155 |
+
<i class="fas fa-upload mr-2"></i>Process Data
|
| 156 |
+
</button>
|
| 157 |
+
</div>
|
| 158 |
+
</div>
|
| 159 |
+
|
| 160 |
+
<!-- Results Section -->
|
| 161 |
+
<div id="resultsSection" class="hidden bg-white rounded-2xl shadow-xl p-8 max-w-6xl mx-auto">
|
| 162 |
+
<div class="flex items-center mb-6 text-green-700">
|
| 163 |
+
<i class="fas fa-check-circle text-2xl mr-3"></i>
|
| 164 |
+
<h2 class="text-2xl font-semibold">Analysis Results</h2>
|
| 165 |
+
</div>
|
| 166 |
+
|
| 167 |
+
<!-- Key Metrics Row -->
|
| 168 |
+
<div class="grid grid-cols-1 md:grid-cols-5 gap-4 mb-8">
|
| 169 |
+
<div class="bg-blue-50 p-4 rounded-xl border border-blue-100 info-card">
|
| 170 |
+
<p class="text-xs text-blue-600 font-medium">Initial Rate (qi)</p>
|
| 171 |
+
<p id="qiValue" class="text-2xl font-bold text-blue-800">-</p>
|
| 172 |
+
</div>
|
| 173 |
+
<div class="bg-green-50 p-4 rounded-xl border border-green-100 info-card">
|
| 174 |
+
<p class="text-xs text-green-600 font-medium">Decline Rate (Di)</p>
|
| 175 |
+
<p id="diValue" class="text-2xl font-bold text-green-800">-</p>
|
| 176 |
+
</div>
|
| 177 |
+
<div class="bg-purple-50 p-4 rounded-xl border border-purple-100 info-card">
|
| 178 |
+
<p class="text-xs text-purple-600 font-medium">Decline Exponent (b)</p>
|
| 179 |
+
<p id="bValue" class="text-2xl font-bold text-purple-800">-</p>
|
| 180 |
+
</div>
|
| 181 |
+
<div class="bg-orange-50 p-4 rounded-xl border border-orange-100 info-card">
|
| 182 |
+
<p class="text-xs text-orange-600 font-medium">R² Fit</p>
|
| 183 |
+
<p id="r2Value" class="text-2xl font-bold text-orange-800">-</p>
|
| 184 |
+
</div>
|
| 185 |
+
<div class="bg-teal-50 p-4 rounded-xl border border-teal-100 info-card">
|
| 186 |
+
<p class="text-xs text-teal-600 font-medium">Production Life</p>
|
| 187 |
+
<p id="productionLife" class="text-2xl font-bold text-teal-800">-</p>
|
| 188 |
+
</div>
|
| 189 |
+
</div>
|
| 190 |
+
|
| 191 |
+
<!-- Current Performance Section -->
|
| 192 |
+
<div class="bg-gradient-to-r from-blue-50 to-indigo-50 p-6 rounded-xl border border-blue-100 mb-8">
|
| 193 |
+
<h3 class="text-lg font-semibold text-blue-800 mb-4 flex items-center">
|
| 194 |
+
<i class="fas fa-fire mr-2"></i> Current Performance
|
| 195 |
+
</h3>
|
| 196 |
+
<div class="grid grid-cols-1 md:grid-cols-3 gap-6">
|
| 197 |
+
<div class="text-center">
|
| 198 |
+
<p class="text-sm text-gray-600 mb-1">Current Month</p>
|
| 199 |
+
<p id="currentMonth" class="text-2xl font-bold text-gray-800">-</p>
|
| 200 |
+
</div>
|
| 201 |
+
<div class="text-center">
|
| 202 |
+
<p class="text-sm text-gray-600 mb-1">Current Production</p>
|
| 203 |
+
<p id="currentProduction" class="text-2xl font-bold text-green-600">-</p>
|
| 204 |
+
</div>
|
| 205 |
+
<div class="text-center">
|
| 206 |
+
<p class="text-sm text-gray-600 mb-1">Cumulative Production</p>
|
| 207 |
+
<p id="cumulativeProduction" class="text-2xl font-bold text-purple-600">-</p>
|
| 208 |
+
</div>
|
| 209 |
+
</div>
|
| 210 |
+
</div>
|
| 211 |
+
|
| 212 |
+
<!-- Chart -->
|
| 213 |
+
<div class="mb-6">
|
| 214 |
+
<div class="flex justify-between items-center mb-4">
|
| 215 |
+
<h3 class="text-xl font-semibold text-gray-800">Production Rate vs Time</h3>
|
| 216 |
+
<div class="flex space-x-2">
|
| 217 |
+
<select id="declineModel" class="px-3 py-2 border border-gray-300 rounded-lg text-sm focus:outline-none focus:ring-2 focus:ring-blue-500">
|
| 218 |
+
<option value="exponential">Exponential</option>
|
| 219 |
+
<option value="hyperbolic" selected>Hyperbolic</option>
|
| 220 |
+
<option value="harmonic">Harmonic</option>
|
| 221 |
+
</select>
|
| 222 |
+
<input type="number" id="forecastMonths" class="w-20 px-3 py-2 border border-gray-300 rounded-lg text-sm text-center" value="24" min="1" max="120">
|
| 223 |
+
<span class="self-center text-sm text-gray-600">months</span>
|
| 224 |
+
</div>
|
| 225 |
+
</div>
|
| 226 |
+
<div class="chart-container">
|
| 227 |
+
<canvas id="productionChart"></canvas>
|
| 228 |
+
</div>
|
| 229 |
+
</div>
|
| 230 |
+
|
| 231 |
+
<!-- Data Table -->
|
| 232 |
+
<div class="overflow-x-auto mt-8">
|
| 233 |
+
<table id="dataTable" class="min-w-full divide-y divide-gray-200">
|
| 234 |
+
<thead class="bg-gray-50">
|
| 235 |
+
<tr>
|
| 236 |
+
<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Date</th>
|
| 237 |
+
<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Rate (BOPD)</th>
|
| 238 |
+
<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Cumulative (STB)</th>
|
| 239 |
+
<th class="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Time (months)</th>
|
| 240 |
+
</tr>
|
| 241 |
+
</thead>
|
| 242 |
+
<tbody id="tableBody" class="bg-white divide-y divide-gray-200">
|
| 243 |
+
<!-- Data will be inserted here -->
|
| 244 |
+
</tbody>
|
| 245 |
+
</table>
|
| 246 |
+
</div>
|
| 247 |
+
|
| 248 |
+
<!-- Export button -->
|
| 249 |
+
<div class="text-right mt-6">
|
| 250 |
+
<button id="exportBtn" class="px-4 py-2 bg-gray-600 text-white text-sm font-medium rounded-lg hover:bg-gray-700 transition duration-200">
|
| 251 |
+
<i class="fas fa-download mr-2"></i>Export Results
|
| 252 |
+
</button>
|
| 253 |
+
</div>
|
| 254 |
+
</div>
|
| 255 |
+
</div>
|
| 256 |
+
|
| 257 |
+
<script>
|
| 258 |
+
// Global variables
|
| 259 |
+
let productionData = [];
|
| 260 |
+
let productionChart = null;
|
| 261 |
+
let currentAnalysis = null;
|
| 262 |
+
|
| 263 |
+
// DOM Elements
|
| 264 |
+
const dropZone = document.getElementById('dropZone');
|
| 265 |
+
const fileInput = document.getElementById('fileInput');
|
| 266 |
+
const uploadBtn = document.getElementById('uploadBtn');
|
| 267 |
+
const resultsSection = document.getElementById('resultsSection');
|
| 268 |
+
const declineModel = document.getElementById('declineModel');
|
| 269 |
+
const forecastMonths = document.getElementById('forecastMonths');
|
| 270 |
+
const exportBtn = document.getElementById('exportBtn');
|
| 271 |
+
|
| 272 |
+
// Current well information input elements
|
| 273 |
+
const currentMonthInput = document.getElementById('currentMonthInput');
|
| 274 |
+
const currentProductionInput = document.getElementById('currentProductionInput');
|
| 275 |
+
|
| 276 |
+
// Current performance elements
|
| 277 |
+
const currentMonthEl = document.getElementById('currentMonth');
|
| 278 |
+
const currentProductionEl = document.getElementById('currentProduction');
|
| 279 |
+
const cumulativeProductionEl = document.getElementById('cumulativeProduction');
|
| 280 |
+
const productionLifeEl = document.getElementById('productionLife');
|
| 281 |
+
|
| 282 |
+
// Event Listeners
|
| 283 |
+
dropZone.addEventListener('click', () => fileInput.click());
|
| 284 |
+
dropZone.addEventListener('dragover', handleDragOver);
|
| 285 |
+
dropZone.addEventListener('dragleave', handleDragLeave);
|
| 286 |
+
dropZone.addEventListener('drop', handleDrop);
|
| 287 |
+
fileInput.addEventListener('change', handleFileSelect);
|
| 288 |
+
uploadBtn.addEventListener('click', processFile);
|
| 289 |
+
declineModel.addEventListener('change', updateChart);
|
| 290 |
+
forecastMonths.addEventListener('change', updateChart);
|
| 291 |
+
exportBtn.addEventListener('click', exportResults);
|
| 292 |
+
|
| 293 |
+
// Update the current performance display when manual inputs change
|
| 294 |
+
currentMonthInput.addEventListener('change', updateManualCurrentPerformance);
|
| 295 |
+
currentProductionInput.addEventListener('input', updateManualCurrentPerformance);
|
| 296 |
+
|
| 297 |
+
// Initialize with current date as default
|
| 298 |
+
document.addEventListener('DOMContentLoaded', function() {
|
| 299 |
+
const now = new Date();
|
| 300 |
+
const dateString = now.toLocaleDateString('default', { month: 'short', year: 'numeric' });
|
| 301 |
+
currentMonthEl.textContent = dateString;
|
| 302 |
+
});
|
| 303 |
+
|
| 304 |
+
// Update current performance display with manual inputs
|
| 305 |
+
function updateManualCurrentPerformance() {
|
| 306 |
+
// Update current month
|
| 307 |
+
const monthsAgo = parseInt(currentMonthInput.value) || 0;
|
| 308 |
+
const now = new Date();
|
| 309 |
+
now.setMonth(now.getMonth() - monthsAgo);
|
| 310 |
+
const dateString = now.toLocaleDateString('default', { month: 'short', year: 'numeric' });
|
| 311 |
+
currentMonthEl.textContent = dateString;
|
| 312 |
+
|
| 313 |
+
// Update current production
|
| 314 |
+
const production = parseFloat(currentProductionInput.value);
|
| 315 |
+
if (!isNaN(production) && production >= 0) {
|
| 316 |
+
currentProductionEl.textContent = `${production.toFixed(2)} BOPD`;
|
| 317 |
+
} else {
|
| 318 |
+
currentProductionEl.textContent = "-";
|
| 319 |
+
}
|
| 320 |
+
}
|
| 321 |
+
|
| 322 |
+
function handleDragOver(e) {
|
| 323 |
+
e.preventDefault();
|
| 324 |
+
dropZone.classList.add('highlight');
|
| 325 |
+
}
|
| 326 |
+
|
| 327 |
+
function handleDragLeave(e) {
|
| 328 |
+
e.preventDefault();
|
| 329 |
+
dropZone.classList.remove('highlight');
|
| 330 |
+
}
|
| 331 |
+
|
| 332 |
+
function handleDrop(e) {
|
| 333 |
+
e.preventDefault();
|
| 334 |
+
dropZone.classList.remove('highlight');
|
| 335 |
+
|
| 336 |
+
const files = e.dataTransfer.files;
|
| 337 |
+
if (files.length) {
|
| 338 |
+
fileInput.files = files;
|
| 339 |
+
handleFileSelect({ target: fileInput });
|
| 340 |
+
}
|
| 341 |
+
}
|
| 342 |
+
|
| 343 |
+
function handleFileSelect(e) {
|
| 344 |
+
const file = e.target.files[0];
|
| 345 |
+
if (file) {
|
| 346 |
+
const fileName = file.name;
|
| 347 |
+
if (fileName.endsWith('.xlsx') || fileName.endsWith('.xls')) {
|
| 348 |
+
uploadBtn.disabled = false;
|
| 349 |
+
dropZone.innerHTML = `
|
| 350 |
+
<i class="fas fa-file-excel text-5xl text-green-500 mb-4"></i>
|
| 351 |
+
<h3 class="text-xl font-medium text-gray-700 mb-2">${file.name}</h3>
|
| 352 |
+
<p class="text-sm text-gray-500">Ready to process</p>
|
| 353 |
+
`;
|
| 354 |
+
} else {
|
| 355 |
+
alert('Please upload a valid Excel file (.xlsx or .xls)');
|
| 356 |
+
uploadBtn.disabled = true;
|
| 357 |
+
}
|
| 358 |
+
}
|
| 359 |
+
}
|
| 360 |
+
|
| 361 |
+
async function processFile() {
|
| 362 |
+
const file = fileInput.files[0];
|
| 363 |
+
if (!file) return;
|
| 364 |
+
|
| 365 |
+
const reader = new FileReader();
|
| 366 |
+
reader.onload = function(e) {
|
| 367 |
+
try {
|
| 368 |
+
const data = new Uint8Array(e.target.result);
|
| 369 |
+
const workbook = XLSX.read(data, { type: 'array' });
|
| 370 |
+
const firstSheet = workbook.Sheets[workbook.SheetNames[0]];
|
| 371 |
+
|
| 372 |
+
// Convert to JSON
|
| 373 |
+
const jsonData = XLSX.utils.sheet_to_json(firstSheet);
|
| 374 |
+
|
| 375 |
+
// Parse and validate data
|
| 376 |
+
productionData = parseProductionData(jsonData);
|
| 377 |
+
|
| 378 |
+
if (productionData.length === 0) {
|
| 379 |
+
alert('No valid production data found. Please check your Excel file format.');
|
| 380 |
+
return;
|
| 381 |
+
}
|
| 382 |
+
|
| 383 |
+
// Sort by date
|
| 384 |
+
productionData.sort((a, b) => a.timeMonths - b.timeMonths);
|
| 385 |
+
|
| 386 |
+
// Make sure current performance info is updated
|
| 387 |
+
if (currentMonthInput.value || currentProductionInput.value) {
|
| 388 |
+
updateManualCurrentPerformance();
|
| 389 |
+
}
|
| 390 |
+
|
| 391 |
+
// Display results
|
| 392 |
+
displayResults();
|
| 393 |
+
|
| 394 |
+
// Analyze decline curve
|
| 395 |
+
currentAnalysis = performDeclineAnalysis(productionData);
|
| 396 |
+
|
| 397 |
+
// Update analysis info
|
| 398 |
+
updateAnalysisInfo(currentAnalysis);
|
| 399 |
+
|
| 400 |
+
// Update current performance - this will prioritize data from Excel if available
|
| 401 |
+
updateCurrentPerformance();
|
| 402 |
+
|
| 403 |
+
// Create chart
|
| 404 |
+
createChart(productionData, currentAnalysis);
|
| 405 |
+
|
| 406 |
+
// Show results section
|
| 407 |
+
resultsSection.classList.remove('hidden');
|
| 408 |
+
|
| 409 |
+
// Scroll to results
|
| 410 |
+
resultsSection.scrollIntoView({ behavior: 'smooth' });
|
| 411 |
+
|
| 412 |
+
} catch (error) {
|
| 413 |
+
console.error('Error processing file:', error);
|
| 414 |
+
alert('Error processing the Excel file. Please make sure it is a valid file.');
|
| 415 |
+
}
|
| 416 |
+
};
|
| 417 |
+
|
| 418 |
+
reader.readAsArrayBuffer(file);
|
| 419 |
+
}
|
| 420 |
+
|
| 421 |
+
function parseProductionData(jsonData) {
|
| 422 |
+
const parsedData = [];
|
| 423 |
+
let startDate = null;
|
| 424 |
+
|
| 425 |
+
for (let row of jsonData) {
|
| 426 |
+
let date, rate, cumulative;
|
| 427 |
+
|
| 428 |
+
// Try to detect columns by common names
|
| 429 |
+
for (let key in row) {
|
| 430 |
+
const keyLower = key.toLowerCase();
|
| 431 |
+
if (date === undefined && (keyLower.includes('date') || keyLower.includes('time'))) {
|
| 432 |
+
date = new Date(row[key]);
|
| 433 |
+
}
|
| 434 |
+
if (rate === undefined && (keyLower.includes('rate') || keyLower.includes('oil') || keyLower.includes('prod'))) {
|
| 435 |
+
rate = parseFloat(row[key]);
|
| 436 |
+
}
|
| 437 |
+
if (cumulative === undefined && (keyLower.includes('cum') || keyLower.includes('total') || keyLower.includes('cumulative'))) {
|
| 438 |
+
cumulative = parseFloat(row[key]);
|
| 439 |
+
}
|
| 440 |
+
}
|
| 441 |
+
|
| 442 |
+
// Fallback: assume first three columns are date, rate, cumulative if no headers
|
| 443 |
+
if (parsedData.length === 0 && Object.keys(row).length === 3 && date === undefined) {
|
| 444 |
+
const values = Object.values(row);
|
| 445 |
+
date = new Date(values[0]);
|
| 446 |
+
rate = parseFloat(values[1]);
|
| 447 |
+
cumulative = parseFloat(values[2]);
|
| 448 |
+
}
|
| 449 |
+
|
| 450 |
+
// Validate data
|
| 451 |
+
if (date && !isNaN(date.getTime()) && !isNaN(rate) && rate >= 0) {
|
| 452 |
+
// Set start date for time calculations
|
| 453 |
+
if (!startDate) {
|
| 454 |
+
startDate = new Date(date);
|
| 455 |
+
}
|
| 456 |
+
|
| 457 |
+
// Calculate time in months from start
|
| 458 |
+
const timeMonths = (date - startDate) / (1000 * 60 * 60 * 24 * 30.44);
|
| 459 |
+
|
| 460 |
+
parsedData.push({
|
| 461 |
+
date: new Date(date),
|
| 462 |
+
rate: rate,
|
| 463 |
+
cumulative: !isNaN(cumulative) ? cumulative : null,
|
| 464 |
+
timeMonths: parseFloat(timeMonths.toFixed(2))
|
| 465 |
+
});
|
| 466 |
+
}
|
| 467 |
+
}
|
| 468 |
+
|
| 469 |
+
return parsedData;
|
| 470 |
+
}
|
| 471 |
+
|
| 472 |
+
function performDeclineAnalysis(data) {
|
| 473 |
+
// Simple decline curve analysis using hyperbolic decline
|
| 474 |
+
// q(t) = qi / (1 + b * Di * t)^(1/b)
|
| 475 |
+
|
| 476 |
+
const qi = data[0].rate; // Initial rate
|
| 477 |
+
const productionMonths = data[data.length - 1].timeMonths - data[0].timeMonths;
|
| 478 |
+
|
| 479 |
+
// Simple estimation of decline parameters
|
| 480 |
+
// This is a basic implementation - in reality, you'd use non-linear regression
|
| 481 |
+
let Di = 0; // Nominal decline rate
|
| 482 |
+
let b = 0.5; // Decline exponent (b=0 exponential, b=1 harmonic, 0<b<1 hyperbolic)
|
| 483 |
+
let rSquared = 0;
|
| 484 |
+
|
| 485 |
+
// Calculate nominal decline rate based on first and last points
|
| 486 |
+
if (data.length > 1 && productionMonths > 0) {
|
| 487 |
+
const qf = data[data.length - 1].rate;
|
| 488 |
+
|
| 489 |
+
// For hyperbolic decline, we'll make a simple estimation
|
| 490 |
+
const avgDecline = (qi - qf) / qi / productionMonths;
|
| 491 |
+
Di = avgDecline * 12; // Annual decline rate
|
| 492 |
+
|
| 493 |
+
// Adjust b factor based on the shape of the decline
|
| 494 |
+
// This is very simplified - real analysis would use proper regression
|
| 495 |
+
if (qf / qi > 0.5) {
|
| 496 |
+
b = 0.3; // Steeper decline
|
| 497 |
+
} else if (qf / qi > 0.3) {
|
| 498 |
+
b = 0.5;
|
| 499 |
+
} else {
|
| 500 |
+
b = 0.8; // Gentle decline
|
| 501 |
+
}
|
| 502 |
+
} else {
|
| 503 |
+
Di = 0.2; // Default 20% annual decline
|
| 504 |
+
b = 0.5;
|
| 505 |
+
}
|
| 506 |
+
|
| 507 |
+
// Calculate R-squared (very simplified)
|
| 508 |
+
let ssRes = 0;
|
| 509 |
+
let ssTot = 0;
|
| 510 |
+
const yMean = data.reduce((sum, point) => sum + point.rate, 0) / data.length;
|
| 511 |
+
|
| 512 |
+
data.forEach(point => {
|
| 513 |
+
const predicted = predictRate(point.timeMonths, qi, Di, b);
|
| 514 |
+
ssRes += Math.pow(point.rate - predicted, 2);
|
| 515 |
+
ssTot += Math.pow(point.rate - yMean, 2);
|
| 516 |
+
});
|
| 517 |
+
|
| 518 |
+
rSquared = 1 - (ssRes / Math.max(ssTot, Number.EPSILON));
|
| 519 |
+
|
| 520 |
+
return { qi, Di, b, rSquared };
|
| 521 |
+
}
|
| 522 |
+
|
| 523 |
+
function predictRate(time, qi, Di, b) {
|
| 524 |
+
// Hyperbolic decline model
|
| 525 |
+
// q(t) = qi / (1 + b * Di * t)^(1/b)
|
| 526 |
+
// Time is in years for standard decline parameters
|
| 527 |
+
const timeYears = time / 12;
|
| 528 |
+
|
| 529 |
+
if (b === 0) {
|
| 530 |
+
// Exponential decline
|
| 531 |
+
return qi * Math.exp(-Di * timeYears);
|
| 532 |
+
} else if (Math.abs(b - 1) < 0.01) {
|
| 533 |
+
// Harmonic decline
|
| 534 |
+
return qi / (1 + Di * timeYears);
|
| 535 |
+
} else {
|
| 536 |
+
// Hyperbolic decline
|
| 537 |
+
const base = 1 + b * Di * timeYears;
|
| 538 |
+
return base > 0 ? qi / Math.pow(base, 1/b) : 0;
|
| 539 |
+
}
|
| 540 |
+
}
|
| 541 |
+
|
| 542 |
+
function updateCurrentPerformance() {
|
| 543 |
+
if (productionData.length === 0) return;
|
| 544 |
+
|
| 545 |
+
// Get the latest data point from Excel
|
| 546 |
+
const latestPoint = productionData[productionData.length - 1];
|
| 547 |
+
|
| 548 |
+
// Update current month
|
| 549 |
+
currentMonthEl.textContent = latestPoint.date.toLocaleDateString('default', { month: 'short', year: 'numeric' });
|
| 550 |
+
|
| 551 |
+
// Update current production
|
| 552 |
+
currentProductionEl.textContent = `${latestPoint.rate.toFixed(2)} BOPD`;
|
| 553 |
+
|
| 554 |
+
// Update cumulative production
|
| 555 |
+
if (latestPoint.cumulative) {
|
| 556 |
+
cumulativeProductionEl.textContent = `${Math.round(latestPoint.cumulative).toLocaleString()} STB`;
|
| 557 |
+
} else {
|
| 558 |
+
// If cumulative values aren't provided, estimate based on trapezoidal rule
|
| 559 |
+
let estimatedCumulative = 0;
|
| 560 |
+
for (let i = 1; i < productionData.length; i++) {
|
| 561 |
+
const dt = (productionData[i].timeMonths - productionData[i-1].timeMonths) * 30.44; // days
|
| 562 |
+
const avgRate = (productionData[i].rate + productionData[i-1].rate) / 2;
|
| 563 |
+
estimatedCumulative += avgRate * dt;
|
| 564 |
+
}
|
| 565 |
+
cumulativeProductionEl.textContent = `${Math.round(estimatedCumulative).toLocaleString()} STB (estimated)`;
|
| 566 |
+
}
|
| 567 |
+
|
| 568 |
+
// Calculate and display production life
|
| 569 |
+
const productionLifeInMonths = latestPoint.timeMonths;
|
| 570 |
+
const years = Math.floor(productionLifeInMonths / 12);
|
| 571 |
+
const months = Math.round(productionLifeInMonths % 12);
|
| 572 |
+
|
| 573 |
+
if (years > 0) {
|
| 574 |
+
productionLifeEl.textContent = `${years}y ${months}m`;
|
| 575 |
+
} else {
|
| 576 |
+
productionLifeEl.textContent = `${months} months`;
|
| 577 |
+
}
|
| 578 |
+
}
|
| 579 |
+
|
| 580 |
+
function displayResults() {
|
| 581 |
+
// Populate table
|
| 582 |
+
const tableBody = document.getElementById('tableBody');
|
| 583 |
+
tableBody.innerHTML = '';
|
| 584 |
+
|
| 585 |
+
productionData.forEach(point => {
|
| 586 |
+
const row = document.createElement('tr');
|
| 587 |
+
row.innerHTML = `
|
| 588 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-700">${point.date.toLocaleDateString()}</td>
|
| 589 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-700">${point.rate.toFixed(2)}</td>
|
| 590 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-700">${point.cumulative ? point.cumulative.toFixed(0) : '-'}</td>
|
| 591 |
+
<td class="px-6 py-4 whitespace-nowrap text-sm text-gray-700">${point.timeMonths.toFixed(1)}</td>
|
| 592 |
+
`;
|
| 593 |
+
tableBody.appendChild(row);
|
| 594 |
+
});
|
| 595 |
+
}
|
| 596 |
+
|
| 597 |
+
function updateAnalysisInfo(analysis) {
|
| 598 |
+
document.getElementById('qiValue').textContent = `${analysis.qi.toFixed(2)} BOPD`;
|
| 599 |
+
document.getElementById('diValue').textContent = `${(analysis.Di * 100).toFixed(1)}%/yr`;
|
| 600 |
+
document.getElementById('bValue').textContent = analysis.b.toFixed(2);
|
| 601 |
+
document.getElementById('r2Value').textContent = analysis.rSquared.toFixed(3);
|
| 602 |
+
}
|
| 603 |
+
|
| 604 |
+
function createChart(data, analysis) {
|
| 605 |
+
const ctx = document.getElementById('productionChart').getContext('2d');
|
| 606 |
+
|
| 607 |
+
// Destroy existing chart if it exists
|
| 608 |
+
if (productionChart) {
|
| 609 |
+
productionChart.destroy();
|
| 610 |
+
}
|
| 611 |
+
|
| 612 |
+
const actualDates = data.map(d => d.timeMonths);
|
| 613 |
+
const actualRates = data.map(d => d.rate);
|
| 614 |
+
|
| 615 |
+
// Generate forecast data
|
| 616 |
+
const maxTime = Math.max(...data.map(d => d.timeMonths));
|
| 617 |
+
const forecastTime = [];
|
| 618 |
+
const forecastRates = [];
|
| 619 |
+
|
| 620 |
+
const forecastPeriod = parseInt(forecastMonths.value);
|
| 621 |
+
const model = declineModel.value;
|
| 622 |
+
|
| 623 |
+
const b = model === 'exponential' ? 0 : (model === 'harmonic' ? 1 : analysis.b);
|
| 624 |
+
|
| 625 |
+
// Create data points for the chart
|
| 626 |
+
for (let t = 0; t <= maxTime + forecastPeriod; t += 0.5) {
|
| 627 |
+
forecastTime.push(t);
|
| 628 |
+
forecastRates.push(predictRate(t, analysis.qi, analysis.Di, b));
|
| 629 |
+
}
|
| 630 |
+
|
| 631 |
+
productionChart = new Chart(ctx, {
|
| 632 |
+
type: 'line',
|
| 633 |
+
data: {
|
| 634 |
+
labels: forecastTime,
|
| 635 |
+
datasets: [
|
| 636 |
+
{
|
| 637 |
+
label: 'Historical Production',
|
| 638 |
+
data: actualRates,
|
| 639 |
+
borderColor: '#4c1d95',
|
| 640 |
+
backgroundColor: 'rgba(76, 29, 149, 0.1)',
|
| 641 |
+
borderWidth: 3,
|
| 642 |
+
pointBackgroundColor: '#4c1d95',
|
| 643 |
+
pointRadius: 4,
|
| 644 |
+
pointHoverRadius: 6,
|
| 645 |
+
fill: false,
|
| 646 |
+
tension: 0.2
|
| 647 |
+
},
|
| 648 |
+
{
|
| 649 |
+
label: 'Forecasted Decline',
|
| 650 |
+
data: forecastRates,
|
| 651 |
+
borderColor: '#059669',
|
| 652 |
+
borderDash: [10, 5],
|
| 653 |
+
borderWidth: 3,
|
| 654 |
+
pointBackgroundColor: '#059669',
|
| 655 |
+
pointRadius: 0,
|
| 656 |
+
fill: false,
|
| 657 |
+
tension: 0.2
|
| 658 |
+
}
|
| 659 |
+
]
|
| 660 |
+
},
|
| 661 |
+
options: {
|
| 662 |
+
responsive: true,
|
| 663 |
+
maintainAspectRatio: false,
|
| 664 |
+
interaction: {
|
| 665 |
+
mode: 'index',
|
| 666 |
+
intersect: false
|
| 667 |
+
},
|
| 668 |
+
plugins: {
|
| 669 |
+
tooltip: {
|
| 670 |
+
backgroundColor: 'rgba(0, 0, 0, 0.8)',
|
| 671 |
+
titleColor: '#ffffff',
|
| 672 |
+
bodyColor: '#ffffff',
|
| 673 |
+
borderColor: '#ffffff',
|
| 674 |
+
borderWidth: 1,
|
| 675 |
+
cornerRadius: 8,
|
| 676 |
+
displayColors: true,
|
| 677 |
+
callbacks: {
|
| 678 |
+
title: function(tooltipItems) {
|
| 679 |
+
const timeMonths = tooltipItems[0].label;
|
| 680 |
+
const years = Math.floor(timeMonths / 12);
|
| 681 |
+
const months = Math.round(timeMonths % 12);
|
| 682 |
+
return `Time: ${years}y ${months}m`;
|
| 683 |
+
},
|
| 684 |
+
label: function(context) {
|
| 685 |
+
return `${context.dataset.label}: ${context.parsed.y.toFixed(2)} BOPD`;
|
| 686 |
+
}
|
| 687 |
+
}
|
| 688 |
+
},
|
| 689 |
+
legend: {
|
| 690 |
+
position: 'top',
|
| 691 |
+
labels: {
|
| 692 |
+
usePointStyle: true,
|
| 693 |
+
padding: 20,
|
| 694 |
+
font: {
|
| 695 |
+
size: 14,
|
| 696 |
+
weight: 500
|
| 697 |
+
}
|
| 698 |
+
}
|
| 699 |
+
},
|
| 700 |
+
title: {
|
| 701 |
+
display: false
|
| 702 |
+
}
|
| 703 |
+
},
|
| 704 |
+
scales: {
|
| 705 |
+
x: {
|
| 706 |
+
type: 'linear',
|
| 707 |
+
position: 'bottom',
|
| 708 |
+
title: {
|
| 709 |
+
display: true,
|
| 710 |
+
text: 'Time (months)',
|
| 711 |
+
font: {
|
| 712 |
+
size: 14,
|
| 713 |
+
weight: 500
|
| 714 |
+
}
|
| 715 |
+
},
|
| 716 |
+
grid: {
|
| 717 |
+
color: 'rgba(0, 0, 0, 0.05)'
|
| 718 |
+
}
|
| 719 |
+
},
|
| 720 |
+
y: {
|
| 721 |
+
title: {
|
| 722 |
+
display: true,
|
| 723 |
+
text: 'Production Rate (BOPD)',
|
| 724 |
+
font: {
|
| 725 |
+
size: 14,
|
| 726 |
+
weight: 500
|
| 727 |
+
}
|
| 728 |
+
},
|
| 729 |
+
grid: {
|
| 730 |
+
color: 'rgba(0, 0, 0, 0.05)'
|
| 731 |
+
},
|
| 732 |
+
beginAtZero: true
|
| 733 |
+
}
|
| 734 |
+
}
|
| 735 |
+
}
|
| 736 |
+
});
|
| 737 |
+
}
|
| 738 |
+
|
| 739 |
+
function updateChart() {
|
| 740 |
+
if (productionData.length > 0 && currentAnalysis) {
|
| 741 |
+
createChart(productionData, currentAnalysis);
|
| 742 |
+
}
|
| 743 |
+
}
|
| 744 |
+
|
| 745 |
+
function exportResults() {
|
| 746 |
+
// In case the user didn't update the manual inputs, make sure current performance is set
|
| 747 |
+
if (!currentProductionEl.textContent || currentProductionEl.textContent === "-") {
|
| 748 |
+
updateManualCurrentPerformance();
|
| 749 |
+
}
|
| 750 |
+
|
| 751 |
+
// Create a worksheet
|
| 752 |
+
const ws_data = [
|
| 753 |
+
['Date', 'Rate (BOPD)', 'Cumulative (STB)', 'Time (months)'],
|
| 754 |
+
...productionData.map(d => [d.date.toLocaleDateString(), d.rate, d.cumulative, d.timeMonths])
|
| 755 |
+
];
|
| 756 |
+
|
| 757 |
+
const ws = XLSX.utils.aoa_to_sheet(ws_data);
|
| 758 |
+
|
| 759 |
+
// Add analysis results
|
| 760 |
+
XLSX.utils.sheet_add_aoa(ws, [
|
| 761 |
+
['', ''], // blank row
|
| 762 |
+
['Analysis Results', ''],
|
| 763 |
+
['Initial Rate (qi)', document.getElementById('qiValue').textContent],
|
| 764 |
+
['Decline Rate (Di)', document.getElementById('diValue').textContent],
|
| 765 |
+
['Decline Exponent (b)', document.getElementById('bValue').textContent],
|
| 766 |
+
['R² Fit', document.getElementById('r2Value').textContent],
|
| 767 |
+
['Production Life', document.getElementById('productionLife').textContent],
|
| 768 |
+
['Current Month', currentMonthEl.textContent],
|
| 769 |
+
['Current Production', currentProductionEl.textContent],
|
| 770 |
+
['Cumulative Production', cumulativeProductionEl.textContent],
|
| 771 |
+
['Model Used', declineModel.options[declineModel.selectedIndex].text],
|
| 772 |
+
['Forecast Period', `${forecastMonths.value} months`]
|
| 773 |
+
], { origin: -1 });
|
| 774 |
+
|
| 775 |
+
// Create workbook and download
|
| 776 |
+
const wb = XLSX.utils.book_new();
|
| 777 |
+
XLSX.utils.book_append_sheet(wb, ws, 'Production Data');
|
| 778 |
+
|
| 779 |
+
// Generate file name
|
| 780 |
+
const dateStr = new Date().toISOString().slice(0, 10);
|
| 781 |
+
XLSX.writeFile(wb, `DeclineCurveAnalysis_${dateStr}.xlsx`);
|
| 782 |
+
}
|
| 783 |
+
</script>
|
| 784 |
+
<p style="border-radius: 8px; text-align: center; font-size: 12px; color: #fff; margin-top: 16px;position: fixed; left: 8px; bottom: 8px; z-index: 10; background: rgba(0, 0, 0, 0.8); padding: 4px 8px;">Made with <img src="https://enzostvs-qwensite.hf.space/logo.svg" alt="qwensite Logo" style="width: 16px; height: 16px; vertical-align: middle;display:inline-block;margin-right:3px;filter:brightness(0) invert(1);"><a href="https://enzostvs-qwensite.hf.space" style="color: #fff;text-decoration: underline;" target="_blank" >QwenSite</a> - 🧬 <a href="https://enzostvs-qwensite.hf.space?remix=alterzick/dca" style="color: #fff;text-decoration: underline;" target="_blank" >Remix</a></p></body>
|
| 785 |
+
</html>
|
prompts.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
tolong buatkan decline curve analisis untuk produksi sumur dengan melakukan upload excel dan di tampilkan dalam grafik
|
| 2 |
+
tolong tambahkan informasi untuk bulan dan produksi saat ini
|
| 3 |
+
tolong tambahkan input manual untuk bulan dan produksi saat ini sebagai informasi tambahan sebelum upload excel
|