System tradeoffs in siting a solar photovoltaic material recovery infrastructure.

The consumption and disposal of rare and hazardous metals contained in electronics and emerging technologies such as photovoltaics increases the material complexity of the municipal waste stream. Developing effective waste policies and material recovery systems is required to inhibit landfilling of valuable and finite resources. This work developed a siting and waste infrastructure configuration model to inform the management and recovery of end-of-life photovoltaics. This model solves the siting and waste location-allocation problem for a New York State case study by combining multi-criteria decision methods with spatial tools, however this methodology is generalizable to any geographic area. For the case study, the results indicate that PV installations are spatially statistically significant (i.e., clustered). At least 9 sites, which are co-located with landfills and current MRFs, were 'highly' suitable for siting according to our criteria. After combining criteria in an average weighted sum, 86% of the study area was deemed unsuitable for siting while less than 5% is characterized as highly suitable. This method implicitly prioritized social and environmental concerns and therefore, these concerns accounted for the majority of siting decisions. As we increased the priority of economic criteria, the likelihood of siting near ecologically sensitive areas such as coastline or socially vulnerable areas such as urban centers increased. The sensitivity of infrastructure configurations to land use and waste policy are analyzed. The location allocation model results suggest current tip fees are insufficient to avoid landfilling of photovoltaics. Scenarios where tip fees were increased showed model results where facilities decide to adopt limited recycling technologies that bypass compositionally complex materials; a result with strong implications for global PV installations as well as other waste streams. We suggest a multi-pronged approach that lowers technology cost, imposes a minimum collection rate, and implements higher tip fees would encourage exhaustive material recovery for solar photovoltaic modules at end-of-life, beyond New York State. These results have important implications for policy makers and waste managers especially in locations where there is rapid adoption of renewable energy technologies.

[1]  J. Steven Picou,et al.  Environmental justice and toxic exposure: Toward a spatial model of physical health and psychological well-being ☆ , 2007 .

[2]  Gabrielle Gaustad,et al.  Strengthening the case for recycling photovoltaics: An energy payback analysis , 2014 .

[3]  Maria C M Alves,et al.  Developing a fuzzy decision support system to determine the location of a landfill site , 2009, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[4]  Yosoon Choi,et al.  PV Analyst: Coupling ArcGIS with TRNSYS to assess distributed photovoltaic potential in urban areas , 2011 .

[5]  Guiqin Wang,et al.  Landfill site selection using spatial information technologies and AHP: a case study in Beijing, China. , 2009, Journal of environmental management.

[6]  K P Anagnostopoulos,et al.  Spatial UTA (S-UTA) - a new approach for raster-based GIS multicriteria suitability analysis and its use in implementing natural systems for wastewater treatment. , 2013, Journal of environmental management.

[7]  K. Yamashita,et al.  Reserch and Development on Recycling and Reuse Treatment Technologies for Crystalline Silicon Photovoltaic Modules , 2006, 2006 IEEE 4th World Conference on Photovoltaic Energy Conference.

[8]  V. Tsihrintzis,et al.  Combining geographic information system, multicriteria evaluation techniques and fuzzy logic in siting MSW landfills , 2006 .

[9]  C. Du,et al.  Recycling of materials from silicon base solar cell module , 2012, 2012 38th IEEE Photovoltaic Specialists Conference.

[10]  V. Doyuran,et al.  Landfill site selection by using geographic information systems , 2006 .

[11]  A. Apan,et al.  Selecting Suitable Sites for Animal Waste Application Using a Raster GIS , 2001, Environmental management.

[12]  Todd J. Dapkus,et al.  Economic recycling of CdTe photovoltaic modules , 1997, Conference Record of the Twenty Sixth IEEE Photovoltaic Specialists Conference - 1997.

[13]  E. Alsema,et al.  Life Cycle Analysis of Solar Module Recycling Process , 2005 .

[14]  A. Colorni,et al.  The regional urban solid waste management system: A modelling approach , 1993 .

[15]  Michael J de Smith,et al.  Geospatial Analysis: A Comprehensive Guide to Principles, Techniques and Software Tools , 2007 .

[16]  S. D. Gisi,et al.  Using an innovative criteria weighting tool for stakeholders involvement to rank MSW facility sites with the AHP. , 2010 .

[17]  E. A. Alsema,et al.  A novel approach for the recycling of thin film photovoltaic modules , 2010 .

[18]  Jiuh-Biing Sheu,et al.  A REVERSE LOGISTICS COST MINIMIZATION MODEL FOR THE TREATMENT OF HAZARDOUS WASTES , 2002 .

[19]  R. Kerry Rowe,et al.  Modelling Leachate Quality and Quantity in Municipal Solid Waste Landfills , 2004, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[20]  M Kemal Korucu,et al.  Siting a municipal solid waste disposal facility, Part II: The effects of external criteria on the final decision , 2014, Journal of the Air & Waste Management Association.

[21]  Vasilis Fthenakis,et al.  Disposal and recycling of end-of-life PV modules , 1997, Conference Record of the Twenty Sixth IEEE Photovoltaic Specialists Conference - 1997.

[22]  Á. Pérez-Navarro,et al.  Multicriteria assessment in GIS environments for siting biomass plants , 2013 .

[23]  J. Kao,et al.  Multifactor Spatial Analysis for Landfill Siting , 1996 .

[24]  Pei-Fen Lee,et al.  Two clustering diffusion patterns identified from the 2001-2003 dengue epidemic, Kaohsiung, Taiwan. , 2008, American Journal of Tropical Medicine and Hygiene.

[25]  O Osibanjo,et al.  The challenge of electronic waste (e-waste) management in developing countries , 2007, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[26]  Douglas J. Lober,et al.  Why not here?: The importance of context, process, and outcome on public attitudes toward siting of waste facilities , 1996 .

[27]  David O. Carpenter,et al.  Increased Rate of Hospitalization for Diabetes and Residential Proximity of Hazardous Waste Sites , 2006, Environmental health perspectives.

[28]  V. Fthenakis,et al.  Cadmium flows and emissions from CdTe PV: future expectations , 2010 .

[29]  R. Vardimon Assessment of the potential for distributed photovoltaic electricity production in Israel , 2011 .

[30]  M. Bishop,et al.  Nearest neighbor analysis of mega-barchanoid dunes, Ar Rub' al Khali, sand sea: The application of geographical indices to the understanding of dune field self-organization, maturity and environmental change , 2010 .

[31]  Chelsea Schelly,et al.  Implementing renewable energy portfolio standards: The good, the bad, and the ugly in a two state comparison , 2014 .

[32]  Varun Rai,et al.  Decision-making and behavior change in residential adopters of solar PV , 2012 .

[33]  M Vrijheid,et al.  Health effects of residence near hazardous waste landfill sites: a review of epidemiologic literature. , 2000, Environmental health perspectives.

[34]  Adnan Yazici,et al.  A decision support system for assessing landfill performance. , 2010, Waste management.

[35]  Thomas E. Graedel,et al.  On the Future Availability of the Energy Metals , 2011 .

[36]  Varun Rai,et al.  Solar Community Organizations and active peer effects in the adoption of residential PV , 2014 .

[37]  K P Anagnostopoulos,et al.  Suitability analysis for siting MSW landfills and its multicriteria spatial decision support system: method, implementation and case study. , 2013, Waste management.

[38]  Cengiz Kahraman,et al.  Fuzzy multicriteria disposal method and site selection for municipal solid waste. , 2010, Waste management.

[39]  Stephen P. Chambal,et al.  Decision Analysis Methodology to Evaluate Integrated Solid Waste Management Alternatives , 2001 .

[40]  Davide Geneletti,et al.  Analysis of land suitability for the siting of inter-municipal landfills in the Cuitzeo Lake Basin, Mexico. , 2008, Waste management.

[41]  K. Yamashita,et al.  Research and development on recycling and reuse treatment technologies for crystalline silicon photovoltaic modules , 2003, 3rd World Conference onPhotovoltaic Energy Conversion, 2003. Proceedings of.

[42]  Tomotoshi Funabashi A GIS Approach for Estimating Optimal Sites for Grid-Connected Photovoltaic (PV) Cells in Nebraska , 2011 .

[43]  Gabrielle Gaustad,et al.  Identifying critical materials for photovoltaics in the US: A multi-metric approach , 2014 .

[44]  Varun Rai,et al.  GIS-Integrated Agent-Based Modeling of Residential Solar PV Diffusion , 2013 .

[45]  N. Erkip,et al.  Selecting transfer station locations for large solid waste systems , 1988 .

[46]  Ignacio J. Ramirez-Rosado,et al.  Spatial long-term forecasting of small power photovoltaic systems expansion , 2011 .

[47]  Oladele Osibanjo,et al.  Electronic waste (e-waste): material flows and management practices in Nigeria. , 2008, Waste management.

[48]  Chigueru Tiba,et al.  A GIS-based decision support tool for renewable energy management and planning in semi-arid rural environments of northeast of Brazil , 2010 .

[49]  Nicolas Moussiopoulos,et al.  A model generating framework for regional waste management taking local peculiarities explicitly into account , 1998 .

[50]  Jehng-Jung Kao,et al.  Enhanced Spatial Model for Landfill Siting Analysis , 1999 .

[51]  Krerkpong Charnpratheep,et al.  Preliminary Landfill Site Screening Using Fuzzy Geographical Information Systems , 1997 .

[52]  Pekka Salminen,et al.  Choosing a solid waste management system using multicriteria decision analysis , 1997 .

[53]  Pece V Gorsevski,et al.  Integrating multi-criteria evaluation techniques with geographic information systems for landfill site selection: a case study using ordered weighted average. , 2012, Waste management.

[54]  Vasilis Fthenakis,et al.  Economic Feasibility of Recycling Photovoltaic Modules , 2010 .

[55]  Arvind K. Nema,et al.  Optimization of regional hazardous waste management systems : an improved formulation , 1999 .

[56]  G. Leung,et al.  Understanding the Spatial Clustering of Severe Acute Respiratory Syndrome (SARS) in Hong Kong , 2004, Environmental health perspectives.

[57]  Wolfgang Berger,et al.  Recycling paths for thin-film chalcogenide photovoltaic waste – Current feasible processes , 2013 .

[58]  Vassilis Aivaliotis,et al.  Functional Relationships of Landfill and Landraise Capacity with Design and Operation Parameters , 2004, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[59]  Laura Talens Peiró,et al.  Material flow analysis of scarce metals: sources, functions, end-uses and aspects for future supply. , 2013, Environmental science & technology.

[60]  Yakubah Bah,et al.  Landfill Site Selection by Integrating Geographical Information Systems and Multi-Criteria Decision Analysis: A Case Study of Freetown, Sierra Leone , 2011 .

[61]  R. Elliott,et al.  The valuation of landfill disamenities in Birmingham , 2013 .

[62]  Joshua B Fisher,et al.  An Analysis of Spatial Clustering and Implications for Wildlife Management: A Burrowing Owl Example , 2007, Environmental management.

[63]  S. Austin,et al.  Clustering of fast-food restaurants around schools: a novel application of spatial statistics to the study of food environments. , 2005, American journal of public health.

[64]  M. Bishop,et al.  Point pattern analysis of north polar crescentic dunes, Mars: A geography of dune self-organization , 2007 .

[65]  Jean-Philippe Waaub,et al.  Environmental site evaluation of waste management facilities embedded into EUGÈNE model: A multicriteria approach , 2002, Eur. J. Oper. Res..

[66]  Jess W. Everett,et al.  Landfill Siting Using Geographic Information Systems: A Demonstration , 1996 .

[67]  T. E. Graedel,et al.  Criticality of the geological copper family. , 2012, Environmental science & technology.

[68]  B. Li,et al.  E-Waste Recycling and Related Social Issues in China , 2011 .

[69]  Peter Holmes Kobos,et al.  Technological learning and renewable energy costs: implications for US renewable energy policy , 2004 .

[70]  Usha Natesan,et al.  GIS-based approach for optimized siting of municipal solid waste landfill. , 2008, Waste management.

[71]  Erhan Erkut,et al.  A multicriteria facility location model for municipal solid waste management in North Greece , 2008, Eur. J. Oper. Res..

[72]  Adel Gastli,et al.  PV site suitability analysis using GIS-based spatial fuzzy multi-criteria evaluation , 2011 .

[73]  D. Komilis,et al.  Siting MSW landfills on Lesvos island with a GIS-based methodology , 2003, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[74]  Vasilis Fthenakis,et al.  End-of-life management and recycling of PV modules , 2000 .

[75]  Huan Feng,et al.  A system dynamic modeling approach for evaluating municipal solid waste generation, landfill capacity and related cost management issues. , 2010, Waste management.

[76]  Kamal Taheri,et al.  Integrating multi-criteria decision analysis for a GIS-based hazardous waste landfill sitting in Kurdistan Province, western Iran. , 2009, Waste management.

[77]  J. Kaňuk,et al.  Assessment of photovoltaic potential in urban areas using open-source solar radiation tools , 2009 .