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Machine learning at a gold-silver mine: a case study from the Ban Houayxai Gold-Silver Operation

机译:金银矿机器学习:禁止Houayxai金银运行的案例研究

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The Ban Houayxai Gold-Silver Operation is a producing asset for Australian-based copper and gold producer, PanAust Limited. The Operation lies within PanAust's 2,600 square-kilometre Phu Bia Contract Area in northern Laos. Commencing production in 2012, Ban Houayxai is operated by PanAust's Lao-registered company, Phu Bia Mining. PanAust owns a 90 per cent interest in Phu Bia Mining. The Government of Laos owns the remaining 10 per cent. The Operation mines an intermediate sulphidation epithermal gold-silver deposit and comprises an open-pit feeding ore to a conventional carbon-in-leach process plant. Metallurgical recoveries for gold and silver are approximately 75-85 per cent and 55 per cent respectively. To year-end 2017, the Operation had poured 0.65 million ounces (oz) of gold and 4.7 million oz of silver. The Ban Houayxai Ore Reserve supports a mine life of approximately four years from the end of 2017. The Ban Houayxai deposit is in an early Permian volcano-sedimentary unit which is part of a late Carboniferous to early Permian (310-270 million years ago) volcanic-plutonic sequence of the Truong Son Fold Belt. The deposit formed when hot saline (240-415°C, 2.7-13.0 weight per cent NaCl equivalent) fluids ascended from a geologically fertile island arc porphyry into overlying volcanics along a fault or faults in the early Permian (290-256 million years ago) (Manaka et al., 2014).
机译:Ban Houayxai Gold-Silver运营是澳大利亚铜和金制片人的生产资产,Panaust Limited。该行动位于老挝北部2,600平方公里的Phu Bia合同区内。 Ban Houayxai在2012年开始生产,由Phu Bia Mining的PaniaNt的老挝注册公司经营。本员拥有对Phu Bia Mining的90%的兴趣。老挝政府拥有剩下的10%。该操作地挖掘中间硫化术膜状金 - 银沉积物,并包含露天坑进给矿石至常规的碳纳米浸出过程厂。黄金和银的冶金回收率分别为约75-85%和55%。到2017年底,该行动倾吐了0.65万盎司(盎司)黄金和470万盎司的银。 Ban Houayxai Ore储备支持2017年底大约四年的矿山寿命。禁止Houayxai矿床是在初二叠的火山沉积单位,这是初二叠纪的已故石炭系(310-270万年前)的一部分。 Truong SON折叠带的火山 - 钚序列。当热盐(240-415°C,2.7-13.0重量%的NaCl当量)流体从地质肥沃的岛弧斑岩升高到近二叠纪早期(290-256,000元前)(Manaka等,2014年)。

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