Waste to Watts: Unlocking Substantial Energy Offset in Wastewater Treatment Plants Through Sludge-to-Biogas Conversion Under Resource Security Pressure

Biogas production from sewage sludge is increasingly recognized as an important pathway for improving the energy performance of wastewater treatment plants (WWTPs). In this study, sewage sludge was confirmed as a stable substrate for anaerobic digestion, with 2023 identified as the most stable year (stability index 0.09) and 2020 as a period of instability (0.17) due to insufficient buffering capacity. Statistical analyses showed that higher biogas production improves energy balance, while increased electricity consumption reduces efficiency. Multivariate and time-series analyses confirmed clear relationships between sludge characteristics and biogas production, including temporal dependencies. Regression models such as ordinary least squares (OLS) and a generalized linear model with a Gamma distribution and log link (GLM Gamma) demonstrated that biogas production can be reliably explained and predicted based on sewage load, sludge composition, and process stability indicators (VFA/TIC). From a practical perspective, maintaining stable process conditions and adequate buffering capacity, together with proper sludge management, is essential for maximizing biogas yield and improving the energy efficiency of the plant. Our results showed that stable digestion conditions (VFA/TIC = 0.09) were directly associated with improved biogas production and better energy performance. Overall, biogas already covers a substantial share of WWTP energy demand and can contribute to full energy coverage. The results clearly showed that WWTPs can reliably produce energy from sludge and operate with relatively stable performance over time. This means they should no longer be treated only as waste management facilities, but as part of the energy system. In practice, this supports policies that promote biogas recovery and cogeneration as standard solutions, especially where energy security and efficiency are priorities.

Authors

Institutions

Publication Details

Journal
Applied Sciences
Published
2026-09-15
DOI
https://doi.org/10.3390/app16189162
Primary Topic
Anaerobic Digestion and Biogas Production
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Waste to Watts: Unlocking Substantial Energy Offset in Wastewater Treatment Plants Through Sludge-to-Biogas Conversion Under Resource Security Pressure

Wiktor Halecki, Dawid Bedla, Anna Młyńska, Krzysztof Chmielowski
Applied Sciences
Anaerobic Digestion and Biogas Production
article

Waste to Watts: Unlocking Substantial Energy Offset in Wastewater Treatment Plants Through Sludge-to-Biogas Conversion Under Resource Security Pressure

Wiktor Halecki, Dawid Bedla, Anna Młyńska, Krzysztof Chmielowski
article en

Abstract

Biogas production from sewage sludge is increasingly recognized as an important pathway for improving the energy performance of wastewater treatment plants (WWTPs). In this study, sewage sludge was confirmed as a stable substrate for anaerobic digestion, with 2023 identified as the most stable year (stability index 0.09) and 2020 as a period of instability (0.17) due to insufficient buffering capacity. Statistical analyses showed that higher biogas production improves energy balance, while increased electricity consumption reduces efficiency. Multivariate and time-series analyses confirmed clear relationships between sludge characteristics and biogas production, including temporal dependencies. Regression models such as ordinary least squares (OLS) and a generalized linear model with a Gamma distribution and log link (GLM Gamma) demonstrated that biogas production can be reliably explained and predicted based on sewage load, sludge composition, and process stability indicators (VFA/TIC). From a practical perspective, maintaining stable process conditions and adequate buffering capacity, together with proper sludge management, is essential for maximizing biogas yield and improving the energy efficiency of the plant. Our results showed that stable digestion conditions (VFA/TIC = 0.09) were directly associated with improved biogas production and better energy performance. Overall, biogas already covers a substantial share of WWTP energy demand and can contribute to full energy coverage. The results clearly showed that WWTPs can reliably produce energy from sludge and operate with relatively stable performance over time. This means they should no longer be treated only as waste management facilities, but as part of the energy system. In practice, this supports policies that promote biogas recovery and cogeneration as standard solutions, especially where energy security and efficiency are priorities.

Applied SciencesVol. 16(18)
University of Agriculture in Krakow (PL), Cracow University of Technology (PL), Institute of Technology and Life Sciences (PL), AGH University of Krakow (PL)
Clean water and sanitation
Openalex Percentile: Top 14%
Anaerobic Digestion and Biogas Production
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.