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Description evaluation and validation of the Teagasc Pig Production Model

机译:茶具猪生产模型的描述评估和验证

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摘要

The Teagasc Pig Production Model (TPPM), a stochastic simulation model of a farrow-to-finish pig farm, was developed to investigate effects of changes in production systems on farm profitability. The model simulates, on a weekly basis, the annual production of a farm. Biological [e.g., herd size, number of litters/sow/year, and mortality rates (%)], physical (e.g., infrastructure), and technical (e.g., feeding practices) variables and their associated costs are included as components of the model. These inputs are used to calculate physical (e.g., feed usage and number of pigs slaughtered) and financial (e.g., annual cash flow, profit and loss account, and balance sheet) outputs. The model was validated using the Delphi method and by comparing the TPPM outputs to data recorded on 20 Irish pig farms through the Teagasc e-Profit monitor system and with complete receipts for the year 2016. Results showed that the TPPM closely simulates physical and financial performance of pig farms indicating that the TPPM can be used with confidence to study pig production systems under Irish conditions. Model applicability was demonstrated by investigating the impact of 2 changes in technical performance: 1) building of extra accommodation to increase body weight (BW) at sale by 15 kg (EXTRA ROOM) and 2) a change in feeding practices by providing finisher feed from 28 kg of BW (EARLY FINISHER) compared with over 38 kg of BW. In both scenarios, the same biological parameters were used. Mortality rates, feed ingredients costs, and price per kg of meat produced were included as stochastic variables with the input distributions derived based on historical data simulated using Monte Carlo sampling using the Microsoft Excel add-in @Risk. Annual mean net profit was €198,101 (90% confidence interval [CI]: €119,606–€275,539) for the TPPM base farm, €337,078 (90% CI: €246,320–€426,809) for the EXTRA ROOM, and €225,598 (90% CI: €146,685–€303,590) for the EARLY FINISHER. EXTRA ROOM was associated with higher costs and required higher income to cover the additional costs. The 90% CI of the EARLY FINISHER was similar to the TPPM base farm while the EXTRA ROOM scenario resulted in a wider confidence interval, suggesting that a change in feeding practices could be a better option for farmers looking to improve profit with minimum investment. Thus, the TPPM could be used to facilitate decision making in farrow-to-finish pig farms.
机译:该TEAGASC猪生产模式(TPPM),一个法罗到结束养猪场的随机模拟模型,后来发展到探讨农场盈利能力的生产体系​​变化的影响。该模型模拟,每周,每年的生产农场。生物[例如,畜群规模,窝/母猪/年,和死亡率(%)数量],物理(如基础设施)和技术(例如,喂养方法)变量及其相关费用在组件模型。这些输入被用于计算物理(例如,进料的使用和屠宰的猪的数目)金融(例如,每年的现金流,损益表,和资产负债表)输出和。采用德尔菲法进行了验证模型和由TPPM输出比较通过TEAGASC电子利润监控系统,并与当年完全收益录得20个爱尔兰养猪场2016年的数据结果表明,TPPM逼真地模拟物理和财务业绩的养猪场表明TPPM可以放心使用,研究爱尔兰的条件下,猪的生产系统。通过提供从精制饲料1)15公斤(额外的空间)和2)喂养方式的改变在销售建设额外的客房以增加体重(BW):型号适用性被调查的2个变化在技术性能的影响,证明28公斤BW(EARLY FINISHER)与超过38 kg体重的比较。在这两种情况下,都使用相同的生物学参数。死亡率,饲料原料成本,以及每千克产生的肉价格被包括作为与输入分布随机变量导出基于使用使用Microsoft Excel加载@Risk蒙特卡罗抽样模拟历史数据。年平均净利润€198101(90%置信区间[CI]:€119,606-€275539)为基础TPPM农场,€337078(90%CI:€246,320-€426809)的额外的空间,并€225598( 90%CI:€146,685-€303590)为早期的终结者。额外的空间与较高的成本,并且需要更高的收入来支付的额外费用。早期修整机的90%CI为类似TPPM基地农场,而额外的空间方案造成了更广泛的置信区间,这表明在喂养方法的改变可能是农民希望提高在最小的投资收益是更好的选择。因此,TPPM可以用来促进法罗到完成养猪场决策。

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