5.1 結論
1. 本研究以貝氏蒙地卡羅法,應用於生命週期評估之不確定性研 究,可以解決生命週期評估不充分數據之困難。而增加不確定 性分析,並提供決策者完整之資訊,改善生命週期評估之可信 度。
2. 貝氏不確定性分析結果顯示,事前主觀機率分布結合統計或場 址數據,可更新參數及模式不確定性,及減低生命週期評估不 確定性。
3. 貝氏方法可混合已知數據以尋求代表性之事後分布,且可說明 不同事前分布相對於已知數據之影響,因此,貝氏蒙地卡羅法 可用於協助設計數據收集計畫,如增加實驗研究或收集品質較 佳之數據。
4. 雖然貝氏蒙地卡羅法可減低不確定性,但方法上之限制,包括 事前分布之來源及決定適合概似函數。前者當不同分析者之主 觀判斷選取之事前分布不同時,缺乏推論之一致性;後者則需 增加經費進行數據收集或實驗研究。
5.2 後續研究方向
1. 現階段生命週期評估之衝擊類別,僅選擇溫暖化潛勢單一指 標,後續將再選擇其他衝擊類別進行研究。
2. 持續探討貝氏蒙地卡羅法理論基礎,以進一步深入了解貝氏方 法之應用與限制,期能用於設計數據收集計畫,作為決定事後 分布要收斂到相同基準所需之數據之量及品質,以改善生命週 期評估數據,降低評估結果之不確定性。
3. 探討不同系統邊界對生命週期評估產生之不確定性影響。
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