IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v208y2020ics0360544220314365.html
   My bibliography  Save this article

Heat integration of two-stage autothermal thermophilic aerobic digestion system for reducing the impact of uncertainty

Author

Listed:
  • Kirilova, Elisaveta G.
  • Vladova, Rayka K.
  • Vaklieva-Bancheva, Natasha Gr

Abstract

The operation of Autothermal Thermophilic Aerobic Digestion (ATAD) wastewater treatment systems is subjected to daily uncertainties regarding the parameters of the inlet streams, which lead to prolongation of the process and increase the energy consumption. This, together with the heat loss in the environment from the product tank, makes the ATAD system energy inefficient. Heat integration plays an important role in improving the sustainability of ATAD systems. In this study an approach for optimal redesign of heat integrated two-stage ATAD system operating under uncertainties is presented. It includes a two-stage stochastic optimization model for heat integration with an optimization criterion - the annual capital cost for redesign of the heat integrated system and its operating costs. Artificial Neural Network (ANN) models of the bioreactors are used for simulation of the system operation. They are combined with the heat integration model for the obtained with the stochastic approach values of design parameters of the heat integration equipment. The simulation results show a thermal shock reduction of 5–6 °C, an increase of the inlet sludge temperature of 8–10 °C, achievement of close to normal operating temperatures in the ATAD system and reduction of solids in both bioreactors by about 2 wt%.

Suggested Citation

  • Kirilova, Elisaveta G. & Vladova, Rayka K. & Vaklieva-Bancheva, Natasha Gr, 2020. "Heat integration of two-stage autothermal thermophilic aerobic digestion system for reducing the impact of uncertainty," Energy, Elsevier, vol. 208(C).
  • Handle: RePEc:eee:energy:v:208:y:2020:i:c:s0360544220314365
    DOI: 10.1016/j.energy.2020.118329
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544220314365
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2020.118329?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. Gu, Yifan & Li, Yue & Li, Xuyao & Luo, Pengzhou & Wang, Hongtao & Robinson, Zoe P. & Wang, Xin & Wu, Jiang & Li, Fengting, 2017. "The feasibility and challenges of energy self-sufficient wastewater treatment plants," Applied Energy, Elsevier, vol. 204(C), pages 1463-1475.
    2. Mehr, A.S. & MosayebNezhad, M. & Lanzini, A. & Yari, M. & Mahmoudi, S.M.S. & Santarelli, M., 2018. "Thermodynamic assessment of a novel SOFC based CCHP system in a wastewater treatment plant," Energy, Elsevier, vol. 150(C), pages 299-309.
    3. Somogyi, Viola & Sebestyén, Viktor & Domokos, Endre, 2018. "Assessment of wastewater heat potential for district heating in Hungary," Energy, Elsevier, vol. 163(C), pages 712-721.
    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. Zhao, Shuchun & Guo, Junheng & Dang, Xiuhu & Ai, Bingyan & Zhang, Minqing & Li, Wei & Zhang, Jinli, 2022. "Energy consumption, flow characteristics and energy-efficient design of cup-shape blade stirred tank reactors: Computational fluid dynamics and artificial neural network investigation," Energy, Elsevier, vol. 240(C).
    2. Seferlis, Panos & Varbanov, Petar Sabev & Papadopoulos, Athanasios I. & Chin, Hon Huin & Klemeš, Jiří Jaromír, 2021. "Sustainable design, integration, and operation for energy high-performance process systems," Energy, Elsevier, vol. 224(C).
    3. Alexandra Plesu Popescu & Yen Keong Cheah & Petar Sabev Varbanov & Jiří Jaromír Klemeš & Mohammad Reda Kabli & Khurram Shahzad, 2021. "Exergy Footprint Assessment of Cotton Textile Recycling to Polyethylene," Energies, MDPI, vol. 15(1), pages 1-22, December.
    4. Izabela Bartkowska & Paweł Biedka & Izabela Anna Tałałaj, 2020. "Production of Biosolids by Autothermal Thermophilic Aerobic Digestion (ATAD) from a Municipal Sewage Sludge: The Polish Case Study," Energies, MDPI, vol. 13(23), pages 1-14, November.

    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. Ziyang Guo & Yongjun Sun & Shu-Yuan Pan & Pen-Chi Chiang, 2019. "Integration of Green Energy and Advanced Energy-Efficient Technologies for Municipal Wastewater Treatment Plants," IJERPH, MDPI, vol. 16(7), pages 1-29, April.
    2. Mónica Vergara-Araya & Verena Hilgenfeldt & Di Peng & Heidrun Steinmetz & Jürgen Wiese, 2021. "Modelling to Lower Energy Consumption in a Large WWTP in China While Optimising Nitrogen Removal," Energies, MDPI, vol. 14(18), pages 1-24, September.
    3. Su, Bosheng & Han, Wei & Zhang, Xiaosong & Chen, Yi & Wang, Zefeng & Jin, Hongguang, 2018. "Assessment of a combined cooling, heating and power system by synthetic use of biogas and solar energy," Applied Energy, Elsevier, vol. 229(C), pages 922-935.
    4. Adam Masłoń & Joanna Czarnota & Paulina Szczyrba & Aleksandra Szaja & Joanna Szulżyk-Cieplak & Grzegorz Łagód, 2024. "Assessment of Energy Self-Sufficiency of Wastewater Treatment Plants—A Case Study from Poland," Energies, MDPI, vol. 17(5), pages 1-19, March.
    5. Elio, Joseph & Milcarek, Ryan J., 2022. "Techno-economic analysis and case study of combined heat and power systems in a wastewater treatment plant," Energy, Elsevier, vol. 260(C).
    6. Mei, Shuxue & Lu, Xiaorui & Zhu, Yu & Wang, Shixue, 2021. "Thermodynamic assessment of a system configuration strategy for a cogeneration system combining SOFC, thermoelectric generator, and absorption heat pump," Applied Energy, Elsevier, vol. 302(C).
    7. Hrvoje Dorotić & Kristijan Čuljak & Josip Miškić & Tomislav Pukšec & Neven Duić, 2022. "Technical and Economic Assessment of Supermarket and Power Substation Waste Heat Integration into Existing District Heating Systems," Energies, MDPI, vol. 15(5), pages 1-29, February.
    8. Park, Heejin & Jung, Yoonju & Park, Chungi & Lee, Jaeseung & Ghasemi, Masoomeh & Alam, Afroz & Kim, Hyeonjin & Kim, Jinwook & Park, Sojin & Choi, Kyungshik & You, Hyunseok & Ju, Hyunchul, 2023. "Performance evaluation and economic feasibility of a PAFC-based multi-energy hub system in South Korea," Energy, Elsevier, vol. 278(PB).
    9. Min-Hwi Kim & Deuk-Won Kim & Gwangwoo Han & Jaehyeok Heo & Dong-Won Lee, 2021. "Ground Source and Sewage Water Source Heat Pump Systems for Block Heating and Cooling Network," Energies, MDPI, vol. 14(18), pages 1-22, September.
    10. Mehdi Sharif Shourjeh & Przemysław Kowal & Jakub Drewnowski & Bartosz Szeląg & Aleksandra Szaja & Grzegorz Łagód, 2020. "Mutual Interaction between Temperature and DO Set Point on AOB and NOB Activity during Shortcut Nitrification in a Sequencing Batch Reactor in Terms of Energy Consumption Optimization," Energies, MDPI, vol. 13(21), pages 1-21, November.
    11. Guelpa, E. & Capone, M. & Sciacovelli, A. & Vasset, N. & Baviere, R. & Verda, V., 2023. "Reduction of supply temperature in existing district heating: A review of strategies and implementations," Energy, Elsevier, vol. 262(PB).
    12. Rosa M. Llácer-Iglesias & P. Amparo López-Jiménez & Modesto Pérez-Sánchez, 2021. "Energy Self-Sufficiency Aiming for Sustainable Wastewater Systems: Are All Options Being Explored?," Sustainability, MDPI, vol. 13(10), pages 1-20, May.
    13. Rosa, A.P. & Chernicharo, C.A.L. & Lobato, L.C.S. & Silva, R.V. & Padilha, R.F. & Borges, J.M., 2018. "Assessing the potential of renewable energy sources (biogas and sludge) in a full-scale UASB-based treatment plant," Renewable Energy, Elsevier, vol. 124(C), pages 21-26.
    14. Macintosh, C. & Astals, S. & Sembera, C. & Ertl, A. & Drewes, J.E. & Jensen, P.D. & Koch, K., 2019. "Successful strategies for increasing energy self-sufficiency at Grüneck wastewater treatment plant in Germany by food waste co-digestion and improved aeration," Applied Energy, Elsevier, vol. 242(C), pages 797-808.
    15. Xu, Jiuping & Zhao, Chuandang & Wang, Fengjuan & Yang, Guocan, 2022. "Industrial decarbonisation oriented distributed renewable generation towards wastewater treatment sector: Case from the Yangtze River Delta region in China," Energy, Elsevier, vol. 256(C).
    16. Jose M. Vindel & Estrella Trincado & Antonio Sánchez-Bayón, 2021. "European Union Green Deal and the Opportunity Cost of Wastewater Treatment Projects," Energies, MDPI, vol. 14(7), pages 1-18, April.
    17. Guven, Huseyin & Ersahin, Mustafa Evren & Dereli, Recep Kaan & Ozgun, Hale & Isik, Isa & Ozturk, Izzet, 2019. "Energy recovery potential of anaerobic digestion of excess sludge from high-rate activated sludge systems co-treating municipal wastewater and food waste," Energy, Elsevier, vol. 172(C), pages 1027-1036.
    18. Wang, Chin-Tsan & Lee, Yao-Cheng & Ou, Yun-Ting & Yang, Yung-Chin & Chong, Wen-Tong & Sangeetha, Thangavel & Yan, Wei-Mon, 2017. "Exposing effect of comb-type cathode electrode on the performance of sediment microbial fuel cells," Applied Energy, Elsevier, vol. 204(C), pages 620-625.
    19. Clara Yuqi Liao & Ysabel Jingyi Guan & Mauricio Bustamante-Román, 2022. "Techno-Economic Analysis and Life Cycle Assessment of Pineapple Leaves Utilization in Costa Rica," Energies, MDPI, vol. 15(16), pages 1-13, August.
    20. Michela Gallo & Desara Malluta & Adriana Del Borghi & Erica Gagliano, 2024. "A Critical Review on Methodologies for the Energy Benchmarking of Wastewater Treatment Plants," Sustainability, MDPI, vol. 16(5), pages 1-18, February.

    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:eee:energy:v:208:y:2020:i:c:s0360544220314365. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    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.