Multi-Objective Optimization of an Integrated Algal and Sludge-Based Bioenergy Park and Wastewater Treatment System
Open Access
- 21 September 2020
- journal article
- research article
- Published by MDPI AG in Sustainability
- Vol. 12 (18) , 7793
Abstract
Given increasing energy demand and global warming potential, the advancements in bioenergy production have become a key factor in combating these issues. Biorefineries have been effective in converting biomass into energy and valuable products with the added benefits of treating wastewater used as a cultivation medium. Recent developments enable relationships between sewage sludge and microalgae that could lead to higher biomass and energy yields. This study proposes a multi-objective optimization model that would assist stakeholders in designing an integrated system consisting of wastewater treatment systems, an algal-based bioenergy park, and a sludge-based bioenergy park that would decide which processes to use in treating wastewater and sludge while minimizing cost and carbon emissions. The baseline run of the model showed that the three plants were utilized in treating both sludge and water for the optimal answer. Running the model with no storage prioritizes water disposal, while having storage can help produce more energy. Sensitivity analysis was performed on storage costs and demand. Results show that decreasing the demand is directly proportional to the total costs while increasing it can help reduce expected costs through storage and utilizing process capacities. Costs of storage do not cause a huge overall difference in costs and directly follow the change.Keywords
This publication has 38 references indexed in Scilit:
- Algaculture integration in conventional wastewater treatment plants: Anaerobic digestion comparison of primary and secondary sludge with microalgae biomassBioresource Technology, 2015
- Optimal planning, design and synthesis of symbiotic bioenergy parksJournal of Cleaner Production, 2015
- Optimization methods applied to the design of eco-industrial parks: a literature reviewJournal of Cleaner Production, 2015
- Multi-objective optimization of waste and resource management in industrial networks – Part I: Model descriptionResources, Conservation and Recycling, 2014
- Use of Volatile Solids from Biomass for Energy Production2014
- Environmental & economic life cycle assessment of current & future sewage sludge to energy technologiesWaste Management, 2014
- Methods of downstream processing for the production of biodiesel from microalgaeBiotechnology Advances, 2013
- Sewage sludge-to-energy approaches based on anaerobic digestion and pyrolysis: Brief overview and energy efficiency assessmentRenewable and Sustainable Energy Reviews, 2012
- Production of bio-fuels by high temperature pyrolysis of sewage sludge using conventional and microwave heatingBioresource Technology, 2006
- Stochastic Dynamic Programming Formulation for a Wastewater Treatment Decision-Making FrameworkAnnals of Operations Research, 2004