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Process Engineering Models to Physical Input-Output Tables (PIOTs): A Novel Approach to Reproducible, Transparent and Fast Regional PIOT Development Via Collaborative PIOTHub

Process Engineering Models to Physical Input-Output Tables (PIOTs): A Novel Approach to Reproducible, Transparent and Fast Regional PIOT Development Via Collaborative PIOTHub
物理输入输出表 (PIOT) 的过程工程模型:通过协作 PIOTHub 实现可重复、透明和快速的区域 PIOT 开发的新方法
批准号:
1805741
负责人:
Shweta Singh
金额:
$29.24万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-08-01 至 2023-07-31

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中文摘要
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英文摘要
Only 30% of waste generated in the US was recycled in 2013 and globally only 14% of plastics are recycled today. Realization of the environmental consequences of waste disposal and the economic cost of lost resources has mobilized global efforts to close material loops by recycling and recovery. This system is termed the "Circular Economy". However, to build a robust and resilient circular economy, it is necessary to identify hidden vulnerabilities that can occur due to increased mutual interdependence of sectors in the economy with increasing use of waste as feedstock. To achieve this goal, a full physical map of current industrial interactions must be known, which can be captured by Physical Input-Output Tables (PIOTs) that account for inter-industry interactions in physical units. But, PIOTs are rarely developed, with only very few PIOTs developed across the world since 1990s. This is attributed both to lack of data and a standardized approach for building PIOTs. Thus, the physical structure of existing economy cannot be mapped. The aim of this research is to address this critical missing piece of transitioning to a robust circular economy. The overall goal is to develop and establish a "Process to PIOT (P2P)" approach that integrates process engineering based models with an Input-Output framework for generating PIOTs for a regional economy. Specific tasks of this project are: 1) Establish a new P2P approach for developing PIOTs; 2) Compare PIOTs developed against exisiting Monetary Input-Output Tables (MIOT) for validation; 3) Develop an Open source database of Process Models that can be adapted for developing PIOTs along with an open platform for collaborative PIOT development. This project is targeted to enable transition to a robust circular economy by developing and standardizing a Process to PIOT (P2P) approach that utilizes the strength of process modeling to develop regional PIOTs. Establishing the P2P approach will provide a standardized approach for fast, reproducible and transparent PIOT development in any region of choice. A key feature of the approach is to utilize the strength of process engineering models in a modular approach to build PIOTs, and combining with an interregional trade model for improved accuracy in capturing inter-sectoral flows in a region. This research will provide an open-source collaborative platform for developing PIOTs on a regional scale (PIOTHub) using Purdue's HubZero platform. The collaborative platform will allow multiple researchers to develop PIOTs for many regions and enhance collaboration to solve sustainable resource and consumption challenges. Further, the process engineering approach will allow interested industries to use the platform for making strategic decisions in forming alliances that will be economically and environmentally beneficial without the concern of disclosing proprietary information. This is critical for industry engagement into spurring regional environmental sustainability. Undergraduate and graduate education modules developed as case studies in this project will be disseminated for teaching the concepts of the circular economy.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(8)
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会议论文
PIOT‐Hub ‐ A collaborative cloud tool for generation of physical input–output tables using mechanistic engineering models
PIOT – Hub – 一种协作云工具,用于使用机械工程模型生成物理输入输出表
DOI: 10.1111/jiec.13204
发表时间: 2022
期刊: Journal of Industrial Ecology
影响因子: 5.9
作者: [Vunnava, Venkata Sai, Shin, Jaewoo, Zhao, Lan, Singh, Shweta]
通讯作者: Singh, Shweta
A hybrid mechanistic machine learning approach to model industrial network dynamics for sustainable design of emerging carbon capture and utilization technologies
一种混合机械机器学习方法,用于模拟工业网络动态,以实现新兴碳捕获和利用技术的可持续设计
DOI: 10.1039/d3se01032e
发表时间: 2023
期刊: Sustainable Energy & Fuels
影响因子: 5.6
作者: [Shekhar, Abhimanyu Raj, Moar, Raghav R., Singh, Shweta]
通讯作者: Singh, Shweta
Reduced order dynamical models for complex dynamics in manufacturing and natural systems using machine learning
使用机器学习的制造和自然系统中复杂动力学的降阶动力学模型
DOI: 10.1007/s11071-022-07695-x
发表时间: 2022
期刊: Nonlinear Dynamics
影响因子: 5.6
作者: [Farlessyost, William, Singh, Shweta]
通讯作者: Singh, Shweta
Integrated Mechanistic Engineering Models and Macroeconomic Input-Output approach to Model Physical Economy for Evaluating the Impact of transition to Circular Economy
综合机械工程模型和宏观经济投入产出方法来模拟实体经济,以评估向循环经济转型的影响
DOI: 10.1039/d1ee00544h
发表时间: 2021
期刊: Energy & Environmental Science
影响因子: 32.5
作者: [Vunnava, Venkata Sai, Singh, Shweta]
通讯作者: Singh, Shweta
7
    FMRG: Eco: Cyber Enabled Transformation to Circular Supply Chains for Sustainable Pharmaceutical Manufacturing Networks
    • 批准号:
      2229250
    • 项目类别:
      Standard Grant
    • 资助金额:
      $300.0万
    • 财政年份:
      2022
    • 负责人:
      Shweta Singh
    • 依托单位:
    Collaborative Research: MRA: Scale, Space, and Time: A Unifying Approach to Aquatic Invasions
    • 批准号:
      2017858
    • 项目类别:
      Standard Grant
    • 资助金额:
      $9.0万
    • 财政年份:
      2021
    • 负责人:
      Shweta Singh
    • 依托单位:
    国内基金
    海外基金
    Frontiers of Environmental Science & Engineering
    • 批准号:
      51224004
    • 项目类别:
      专项基金项目
    • 资助金额:
      20.0万元
    • 批准年份:
      2012
    • 负责人:
      朱建军
    • 依托单位:
    Chinese Journal of Chemical Engineering
    • 批准号:
      21224004
    • 项目类别:
      专项基金项目
    • 资助金额:
      20.0万元
    • 批准年份:
      2012
    • 负责人:
      廖叶华
    • 依托单位:
    Chinese Journal of Chemical Engineering
    • 批准号:
      21024805
    • 项目类别:
      专项基金项目
    • 资助金额:
      20.0万元
    • 批准年份:
      2010
    • 负责人:
      廖叶华
    • 依托单位: