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A simulation-aided factorial analysis approach for characterizing interactive effects of system factors on composting
1Shenzhen Municipal Design & Research Institute Company, Ltd. Shenzhen, 518029, PR China.
Composting factors like temperature and moisture significantly impact the composting process, especially during the active stage. Understanding these interactions is key for effective composting operations and control strategies.
Area of Science:
- Environmental Science
- Biotechnology
- Chemical Engineering
Background:
- Composting processes are influenced by multiple factors, including temperature, moisture, oxygen, and biomass concentration.
- Understanding the interactive effects of these factors is crucial for optimizing composting efficiency.
Purpose of the Study:
- To characterize the interactive effects of key composting factors on composting processes using a simulation-aided approach.
- To identify significant factors and their interactions at different composting stages.
Main Methods:
- A 2-level factorial analysis approach was employed, aided by simulation.
- Normal probability plots were used to analyze results and screen important effect factors, especially when high-order interactions were present.
Main Results:
- Composting factors exhibited varying effects across different stages of the process.
- At 24 hours, factors showed no significant effects. At 72 hours (active stage), factors and their interactions were highly significant.
- By 144 hours, temperature and oxygen content retained some effect, though less pronounced than during the active stage.
Conclusions:
- The influence of composting factors and their interactions varies significantly with the stage of the composting process.
- Findings provide valuable insights for operational guidance, management, and the development of control strategies for composting.
- This approach aids in understanding complex interactions for optimized composting outcomes.
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