Internet of Things and BOM-Based Life Cycle Assessment of Energy-Saving and Emission-Reduction of Products

Energy-saving and emission-reduction (ESER), carbon footprint, carbon labeling, and carbon trading have attracted much attention recently due to severe environmental challenges. One key technology for implementing the above concepts is how to realize the effective quantitative evaluation of ESER. In this paper, the existing ESER evaluation technology and systems are summarized first. It is found that the existing ESER evaluation technology and systems are almost isolated from the existing enterprise information systems, such as enterprise resource planning (ERP), product data management (PDM), and customer relationship management (CRM), which results in the expanding of the enterprise information islands. In order to address this problem, a new method for ESER life cycle assessment (LCA) based on Internet of Things (IoT) and bill of material (BOM) is proposed in this paper. A four-layered structure (i.e., perception access layer, data layer, service layer, and application layer) ESER LCA system based on IoT and BOM is designed and presented, as well as the key technologies and the functions in each layer. A prototype application system is developed to validate the proposed method. The main contributions of the proposed method are: 1) facilitate real-time intelligent perception, and the collection of energy consumption and environmental impact data generated in the entire life cycle of manufacturing by using IoT technologies; and 2) realize effective data integration between the ESER evaluation system and the existing enterprise information systems based on BOM.

[1]  Kai Pan,et al.  Public and expert collaborative evaluation model and algorithm for enterprise knowledge , 2013, Enterp. Inf. Syst..

[2]  Kit Po Wong,et al.  Quantum-Inspired Particle Swarm Optimization for Power System Operations Considering Wind Power Uncertainty and Carbon Tax in Australia , 2012, IEEE Transactions on Industrial Informatics.

[3]  Peter Palensky,et al.  Online Reconfigurable Control Software for IEDs , 2013, IEEE Transactions on Industrial Informatics.

[4]  S. Joshi Product Environmental Life‐Cycle Assessment Using Input‐Output Techniques , 1999 .

[5]  Steven Liu,et al.  Energy Management for Smart Grids With Electric Vehicles Based on Hierarchical MPC , 2013, IEEE Transactions on Industrial Informatics.

[6]  Lida Xu,et al.  An Integrated Approach to Snowmelt Flood Forecasting in Water Resource Management , 2014, IEEE Transactions on Industrial Informatics.

[7]  Okyay Kaynak,et al.  Oil well diagnosis by sensing terminal characteristics of the induction motor , 2000, IEEE Trans. Ind. Electron..

[8]  Wu He,et al.  Internet of Things in Industries: A Survey , 2014, IEEE Transactions on Industrial Informatics.

[9]  Michaelangelo D. Tabone,et al.  Sustainability metrics: life cycle assessment and green design in polymers. , 2010, Environmental science & technology.

[10]  Lida Xu,et al.  Internet of Things for Enterprise Systems of Modern Manufacturing , 2014, IEEE Transactions on Industrial Informatics.

[11]  Xiaozhu Chen,et al.  Enterprise systems in financial sector – an application in precious metal trading forecasting , 2013, Enterp. Inf. Syst..

[12]  Fei Tao,et al.  Resource Service Composition and Its Optimal-Selection Based on Particle Swarm Optimization in Manufacturing Grid System , 2008, IEEE Transactions on Industrial Informatics.

[13]  Yong Chen,et al.  A System Framework of Security Management in Enterprise Systems , 2013 .

[14]  Mo-Yuen Chow,et al.  A Survey on the Electrification of Transportation in a Smart Grid Environment , 2012, IEEE Transactions on Industrial Informatics.

[15]  Damith Chinthana Ranasinghe,et al.  Adding sense to the Internet of Things , 2011, Personal and Ubiquitous Computing.

[16]  Tak Hur,et al.  Simplified LCA and matrix methods in identifying the environmental aspects of a product system. , 2005, Journal of environmental management.

[17]  Wu He,et al.  Developing Vehicular Data Cloud Services in the IoT Environment , 2014, IEEE Transactions on Industrial Informatics.

[18]  Cheng Wang,et al.  Applications integration in a hybrid cloud computing environment: modelling and platform , 2013, Enterp. Inf. Syst..

[19]  Jiří Jaromír Klemeš,et al.  The Environmental Performance Strategy Map: an integrated LCA approach to support the strategic decision-making process , 2009 .

[20]  Lida Xu,et al.  IoT-Based Smart Rehabilitation System , 2014, IEEE Transactions on Industrial Informatics.

[21]  Xi Vincent Wang,et al.  DIMP: an interoperable solution for software integration and product data exchange , 2012, Enterp. Inf. Syst..

[22]  Rolf Frischknecht,et al.  LCI modelling approaches applied on recycling of materials in view of environmental sustainability, risk perception and eco-efficiency , 2010 .

[23]  Jan A. Assies A risk-based approach to life-cycle impact assessment , 1998 .

[24]  Stefanie Hellweg,et al.  Ecological footprint accounting in the life cycle assessment of products , 2008 .

[25]  Mari Carmen Domingo,et al.  An overview of the Internet of Things for people with disabilities , 2012, J. Netw. Comput. Appl..

[26]  Igor Bulatov,et al.  Novel energy saving technologies evaluation tool , 2009, Comput. Chem. Eng..

[27]  Fei Tao,et al.  CCIoT-CMfg: Cloud Computing and Internet of Things-Based Cloud Manufacturing Service System , 2014, IEEE Transactions on Industrial Informatics.

[28]  Sarah Boyd,et al.  Life-Cycle Assessment of NAND Flash Memory , 2010, IEEE Transactions on Semiconductor Manufacturing.

[29]  Xianluo Hu,et al.  Design, fabrication, and modification of nanostructured semiconductor materials for environmental and energy applications. , 2010, Langmuir : the ACS journal of surfaces and colloids.

[30]  Lida Xu,et al.  A New Approach for Compliance Checking in Service Workflows , 2014, IEEE Transactions on Industrial Informatics.

[31]  Mingbo Liu,et al.  An Intelligent Control Scheme to Support Voltage of Smart Power Systems , 2013, IEEE Transactions on Industrial Informatics.

[32]  Fei Tao,et al.  Research on manufacturing grid resource service optimal-selection and composition framework , 2012, Enterp. Inf. Syst..

[33]  M. Vandenbergh,et al.  The Potential Role of Carbon Labeling in a Green Economy , 2012 .

[34]  Lida Xu,et al.  Integration of hybrid wireless networks in cloud services oriented enterprise information systems , 2012, Enterp. Inf. Syst..

[35]  Anthony Rowe,et al.  Rate-Harmonized Scheduling and Its Applicability to Energy Management , 2010, IEEE Transactions on Industrial Informatics.

[36]  Gerald Rebitzer,et al.  IMPACT 2002+: A new life cycle impact assessment methodology , 2003 .

[37]  L. Li Technology designed to combat fakes in the global supply chain , 2013 .

[38]  T. Wiedmann EDITORIAL: CARBON FOOTPRINT AND INPUT–OUTPUT ANALYSIS – AN INTRODUCTION , 2009 .

[39]  Xiaoming Wang,et al.  Assessment of climate change impact on residential building heating and cooling energy requirement in Australia , 2010 .

[40]  Huilong Duan,et al.  Data configurations in railway signalling engineering - an application of enterprise systems techniques , 2013, Enterp. Inf. Syst..

[41]  Larisa Bulysheva,et al.  Enterprise systems in Russia: 1992–2012 , 2013, Enterp. Inf. Syst..

[42]  Wei Xu,et al.  A framework for service enterprise workflow simulation with multi-agents cooperation , 2013, Enterp. Inf. Syst..

[43]  Adisa Azapagic,et al.  Life cycle Assessment and its Application to Process Selection, Design and Optimisation , 1999 .

[44]  Lida Xu,et al.  Enterprise Systems: State-of-the-Art and Future Trends , 2011, IEEE Transactions on Industrial Informatics.

[45]  Anne James,et al.  Challenges for Database Management in the Internet of Things , 2009 .

[46]  J. Bebbington,et al.  Carbon Trading: Accounting and Reporting Issues , 2008 .

[47]  Li D. Xu,et al.  Introduction: Systems Science in Industrial Sectors , 2013 .

[48]  Fei Tao,et al.  Cloud manufacturing: a computing and service-oriented manufacturing model , 2011 .

[49]  Lida Xu,et al.  Compliance Checking for Requirement-Oriented Service Workflow Interoperations , 2014, IEEE Transactions on Industrial Informatics.

[50]  Fei Tao,et al.  Resource service optimal-selection based on intuitionistic fuzzy set and non-functionality QoS in manufacturing grid system , 2010, Knowledge and Information Systems.

[51]  Li D. Xu Information architecture for supply chain quality management , 2011 .

[52]  Francesco Piazza,et al.  Optimal Home Energy Management Under Dynamic Electrical and Thermal Constraints , 2013, IEEE Transactions on Industrial Informatics.

[53]  Lida Xu,et al.  A Novel Architecture for Requirement-Oriented Participation Decision in Service Workflows , 2014, IEEE Transactions on Industrial Informatics.

[54]  Surendra M. Gupta,et al.  Optimal End-of-Life Management in Closed-Loop Supply Chains Using RFID and Sensors , 2012, IEEE Transactions on Industrial Informatics.

[55]  Dakai Zhu,et al.  On Maximizing Reliability of Real-Time Embedded Applications Under Hard Energy Constraint , 2010, IEEE Transactions on Industrial Informatics.

[56]  David Pennington,et al.  Recent developments in Life Cycle Assessment. , 2009, Journal of environmental management.

[57]  Hong-Cai Zhou,et al.  Gas storage in porous metal-organic frameworks for clean energy applications. , 2010, Chemical communications.

[58]  Yasumasa Fujii,et al.  Assessment of global warming mitigation options with integrated assessment model DNE21 , 2004 .

[59]  Fei Tao,et al.  IoT-Based Intelligent Perception and Access of Manufacturing Resource Toward Cloud Manufacturing , 2014, IEEE Transactions on Industrial Informatics.

[60]  Fei Tao,et al.  FC-PACO-RM: A Parallel Method for Service Composition Optimal-Selection in Cloud Manufacturing System , 2013, IEEE Transactions on Industrial Informatics.

[61]  Hao Yu,et al.  Advantages of Radial Basis Function Networks for Dynamic System Design , 2011, IEEE Transactions on Industrial Electronics.

[62]  Qiang Chen,et al.  Design of a terminal solution for integration of in-home health care devices and services towards the Internet-of-Things , 2015, Enterp. Inf. Syst..