Real-time optimization of the key filtration parameters in an AnMBR: Urban wastewater mono-digestion vs. co-digestion with domestic food waste. (October 2018)
- Record Type:
- Journal Article
- Title:
- Real-time optimization of the key filtration parameters in an AnMBR: Urban wastewater mono-digestion vs. co-digestion with domestic food waste. (October 2018)
- Main Title:
- Real-time optimization of the key filtration parameters in an AnMBR: Urban wastewater mono-digestion vs. co-digestion with domestic food waste
- Authors:
- Robles, A.
Capson-Tojo, G.
Ruano, M.V.
Seco, A.
Ferrer, J. - Abstract:
- Graphical abstract: Highlights: Average costs of €0.047 (UWW) and €0.067 per m 3 (UWW and FW) were obtained. Energy costs accounted for 59.6% and 69.0% of the total costs respectively. Average reversible fouling removal downtimes were 0.4% and 1.6% respectively. Control strategy efficiently minimized filtration costs for both substrates. Abstract: This study describes a model-based method for real-time optimization of the key filtration parameters in a submerged anaerobic membrane bioreactor (AnMBR) treating urban wastewater (UWW) and UWW mixed with domestic food waste (FW). The method consists of an initial screening to find out adequate filtration conditions and a real-time optimizer applied to a periodically calibrated filtration model for minimizing the operating costs. The initial screening consists of two statistical analyses: (1) Morris screening method to identify the key filtration parameters; (2) Monte Carlo method to establish suitable initial control inputs values. The operating filtration cost after implementing the control methodology was €0.047 per m 3 (59.6% corresponding to energy costs) when treating UWW and €0.067 per m 3 when adding FW due to higher fouling rates. However, FW increased the biogas productivities, reducing the total costs to €0.035 per m 3 . Average downtimes for reversible fouling removal of 0.4% and 1.6% were obtained, respectively. The results confirm the capability of the proposed control system for optimizing the AnMBR performance whenGraphical abstract: Highlights: Average costs of €0.047 (UWW) and €0.067 per m 3 (UWW and FW) were obtained. Energy costs accounted for 59.6% and 69.0% of the total costs respectively. Average reversible fouling removal downtimes were 0.4% and 1.6% respectively. Control strategy efficiently minimized filtration costs for both substrates. Abstract: This study describes a model-based method for real-time optimization of the key filtration parameters in a submerged anaerobic membrane bioreactor (AnMBR) treating urban wastewater (UWW) and UWW mixed with domestic food waste (FW). The method consists of an initial screening to find out adequate filtration conditions and a real-time optimizer applied to a periodically calibrated filtration model for minimizing the operating costs. The initial screening consists of two statistical analyses: (1) Morris screening method to identify the key filtration parameters; (2) Monte Carlo method to establish suitable initial control inputs values. The operating filtration cost after implementing the control methodology was €0.047 per m 3 (59.6% corresponding to energy costs) when treating UWW and €0.067 per m 3 when adding FW due to higher fouling rates. However, FW increased the biogas productivities, reducing the total costs to €0.035 per m 3 . Average downtimes for reversible fouling removal of 0.4% and 1.6% were obtained, respectively. The results confirm the capability of the proposed control system for optimizing the AnMBR performance when treating both substrates. … (more)
- Is Part Of:
- Waste management. Volume 80(2018)
- Journal:
- Waste management
- Issue:
- Volume 80(2018)
- Issue Display:
- Volume 80, Issue 2018 (2018)
- Year:
- 2018
- Volume:
- 80
- Issue:
- 2018
- Issue Sort Value:
- 2018-0080-2018-0000
- Page Start:
- 299
- Page End:
- 309
- Publication Date:
- 2018-10
- Subjects:
- Anaerobic membrane bioreactor (AnMBR) -- Process control -- Food waste -- Fouling -- Modelling -- Urban wastewater
Hazardous wastes -- Periodicals
Refuse and refuse disposal -- Periodicals
363.728 - Journal URLs:
- http://www.sciencedirect.com/science/journal/0956053X ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.wasman.2018.09.031 ↗
- Languages:
- English
- ISSNs:
- 0956-053X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 9266.674500
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 8586.xml