IDEAS home Printed from https://ideas.repec.org/a/spr/envsyd/v37y2017i3d10.1007_s10669-017-9640-y.html
   My bibliography  Save this article

Optimizing angles of rooftop photovoltaics, ratios of solar to vegetated roof systems, and economic benefits, in Portland, Oregon, USA

Author

Listed:
  • Nicole E. Statler

    (University of Portland)

  • Amanda M. Adams

    (University of Portland)

  • Ted C. Eckmann

    (University of Portland)

Abstract

This study analyzed insolation data to account for multiple scattering in calculating optimal tilt angles for stationary and seasonally moving photovoltaics on three different roof types in the US Pacific Northwest: vegetated roofs, white roofs, and dark roofs. Using these results, we modeled the energy savings for vegetated roofs and roofs covered in varying numbers of photovoltaic panels. We then calculated the net present value, internal rate of return, and other economic measures for all possible combinations of covering rooftops in mixes of photovoltaic arrays and vegetation, accounting for installation costs, proposed carbon taxes, stormwater management discounts, and other relevant factors. Our results quantify how, in the US Pacific Northwest and similar locations, photovoltaics produce higher returns on investment than do vegetated roofs for new buildings, while vegetated roofs produce better returns on investment than do photovoltaics for older buildings. This is important because in many areas, some buildings have photovoltaics when a vegetated roof would have been more cost and energy efficient, while other buildings have vegetated roofs when photovoltaics would have been more cost and energy efficient. Potential applications include modifying incentive programs and other policies to account properly for building age, use, and other relevant factors to ensure building owners make the most energy-efficient decisions between photovoltaic versus vegetated roof installation. Our research also demonstrates how positive returns on investment can be realized in the US Pacific Northwest and similar regions through vegetated roofs and photovoltaics provided they are each installed optimally.

Suggested Citation

  • Nicole E. Statler & Amanda M. Adams & Ted C. Eckmann, 2017. "Optimizing angles of rooftop photovoltaics, ratios of solar to vegetated roof systems, and economic benefits, in Portland, Oregon, USA," Environment Systems and Decisions, Springer, vol. 37(3), pages 320-331, September.
  • Handle: RePEc:spr:envsyd:v:37:y:2017:i:3:d:10.1007_s10669-017-9640-y
    DOI: 10.1007/s10669-017-9640-y
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10669-017-9640-y
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10669-017-9640-y?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Branker, K. & Pathak, M.J.M. & Pearce, J.M., 2011. "A review of solar photovoltaic levelized cost of electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4470-4482.
    2. Benghanem, M., 2011. "Optimization of tilt angle for solar panel: Case study for Madinah, Saudi Arabia," Applied Energy, Elsevier, vol. 88(4), pages 1427-1433, April.
    3. Vardimon, Ran, 2011. "Assessment of the potential for distributed photovoltaic electricity production in Israel," Renewable Energy, Elsevier, vol. 36(2), pages 591-594.
    4. Saadatian, Omidreza & Sopian, K. & Salleh, E. & Lim, C.H. & Riffat, Safa & Saadatian, Elham & Toudeshki, Arash & Sulaiman, M.Y., 2013. "A review of energy aspects of green roofs," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 155-168.
    5. Jacobson, Mark Z. & Delucchi, Mark A., 2011. "Providing all global energy with wind, water, and solar power, Part I: Technologies, energy resources, quantities and areas of infrastructure, and materials," Energy Policy, Elsevier, vol. 39(3), pages 1154-1169, March.
    6. Z. A. Collier & D. Wang & J. T. Vogel & E. K. Tatham & I. Linkov, 2013. "Sustainable roofing technology under multiple constraints: a decision-analytical approach," Environment Systems and Decisions, Springer, vol. 33(2), pages 261-271, June.
    7. Lee, Jongsung & Chang, Byungik & Aktas, Can & Gorthala, Ravi, 2016. "Economic feasibility of campus-wide photovoltaic systems in New England," Renewable Energy, Elsevier, vol. 99(C), pages 452-464.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Olawale Ogunrinde & Ekundayo Shittu, 2023. "Benchmarking performance of photovoltaic power plants in multiple periods," Environment Systems and Decisions, Springer, vol. 43(3), pages 489-503, September.
    2. Zachary A. Collier & James H. Lambert & Igor Linkov, 2017. "Advances in life cycle analysis, econometrics, optimization, R&D policy, and health decision making," Environment Systems and Decisions, Springer, vol. 37(3), pages 241-242, September.
    3. Moon Keun Kim & Khalid Osman Abdulkadir & Jiying Liu & Joon-Ho Choi & Huiqing Wen, 2021. "Optimal Design Strategy of a Solar Reflector Combining Photovoltaic Panels to Improve Electricity Output: A Case Study in Calgary, Canada," Sustainability, MDPI, vol. 13(11), pages 1-18, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rômulo de Oliveira Azevêdo & Paulo Rotela Junior & Luiz Célio Souza Rocha & Gianfranco Chicco & Giancarlo Aquila & Rogério Santana Peruchi, 2020. "Identification and Analysis of Impact Factors on the Economic Feasibility of Photovoltaic Energy Investments," Sustainability, MDPI, vol. 12(17), pages 1-40, September.
    2. Griffiths, Steven, 2017. "A review and assessment of energy policy in the Middle East and North Africa region," Energy Policy, Elsevier, vol. 102(C), pages 249-269.
    3. Aditya Rachman & Usman Rianse & Mustarum Musaruddin & Kurniati Ornam, 2015. "Technical, Economical and Environmental Assessments of the Solar Photovoltaic Technology in Southeast Sulawesi, a Developing Province in Eastern Indonesia," International Journal of Energy Economics and Policy, Econjournals, vol. 5(4), pages 918-925.
    4. Sanghyun Sung & Wooyong Jung, 2019. "Economic Competitiveness Evaluation of the Energy Sources: Comparison between a Financial Model and Levelized Cost of Electricity Analysis," Energies, MDPI, vol. 12(21), pages 1-21, October.
    5. Chelsea Schelly, 2015. "Frameworks for Understanding and Promoting Solar Energy Technology Development," Resources, MDPI, vol. 4(1), pages 1-15, February.
    6. Gassar, Abdo Abdullah Ahmed & Cha, Seung Hyun, 2021. "Review of geographic information systems-based rooftop solar photovoltaic potential estimation approaches at urban scales," Applied Energy, Elsevier, vol. 291(C).
    7. Kästel, Peter & Gilroy-Scott, Bryce, 2015. "Economics of pooling small local electricity prosumers—LCOE & self-consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 718-729.
    8. Aldo Orioli & Vincenzo Franzitta & Alessandra Di Gangi & Ferdinando Foresta, 2016. "The Recent Change in the Italian Policies for Photovoltaics: Effects on the Energy Demand Coverage of Grid-Connected PV Systems Installed in Urban Contexts," Energies, MDPI, vol. 9(11), pages 1-31, November.
    9. Lee, Minhyun & Hong, Taehoon & Jeong, Jaewook & Jeong, Kwangbok, 2018. "Development of a rooftop solar photovoltaic rating system considering the technical and economic suitability criteria at the building level," Energy, Elsevier, vol. 160(C), pages 213-224.
    10. Orioli, Aldo & Di Gangi, Alessandra, 2016. "Five-years-long effects of the Italian policies for photovoltaics on the energy demand coverage of grid-connected PV systems installed in urban contexts," Energy, Elsevier, vol. 113(C), pages 444-460.
    11. Krishnan, R. & Pearce, J.M., 2018. "Economic impact of substituting solar photovoltaic electric production for tobacco farming," Land Use Policy, Elsevier, vol. 72(C), pages 503-509.
    12. Arsani Alina & Stefan George, 2024. "Energy Transition and European Sub-Models. Restructuring EU Economy," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 18(1), pages 86-101.
    13. Plain, N. & Hingray, B. & Mathy, S., 2019. "Accounting for low solar resource days to size 100% solar microgrids power systems in Africa," Renewable Energy, Elsevier, vol. 131(C), pages 448-458.
    14. Arnaud de La Tour & Matthieu Glachant & Yann Ménière, 2013. "What cost for photovoltaic modules in 2020? Lessons from experience curve models," Working Papers hal-00805668, HAL.
    15. Altayib, Khalid & Dincer, Ibrahim, 2022. "Development of an integrated hydropower system with hydrogen and methanol production," Energy, Elsevier, vol. 240(C).
    16. David Gattie & Michael Hewitt, 2023. "National Security as a Value-Added Proposition for Advanced Nuclear Reactors: A U.S. Focus," Energies, MDPI, vol. 16(17), pages 1-26, August.
    17. Faris Alqurashi & Rached Nciri & Abdulrahman Alghamdi & Chaouki Ali & Faouzi Nasri, 2022. "Control of the Solar Radiation Reception Rate (SRRR) Using a Novel Poly-Tilted Segmented Panel (PTSP) in the Region of Makkah, Saudi Arabia," Energies, MDPI, vol. 15(7), pages 1-15, March.
    18. Abolhosseini, Shahrouz & Heshmati, Almas & Altmann, Jörn, 2014. "A Review of Renewable Energy Supply and Energy Efficiency Technologies," IZA Discussion Papers 8145, Institute of Labor Economics (IZA).
    19. Joshua M. Pearce, 2012. "Limitations of Nuclear Power as a Sustainable Energy Source," Sustainability, MDPI, vol. 4(6), pages 1-15, June.
    20. Ndala Y. Mulongo & Pule A. Kholopane, 2018. "Cost Assessment: Electricity Generating Sources Against Energy Efficiency Measures," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 20(01), pages 1-28, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:envsyd:v:37:y:2017:i:3:d:10.1007_s10669-017-9640-y. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.