| 2D-DIGE | Two Dimensional Differential In-Gel Electrophoresis |
| ANOVA | Analysis of Variance |
| BDDJ | Britt Dynamic Drainage Jar |
| BEV | Battery Electric Vehicle |
| BTEM-MLR | Band-Target Entropy Minimization Multi-Linear Regression |
| CA | Cluster Analysis |
| DC | Desalination Concentration |
| DM | Decision Maker |
| DO | Dissolved Oxygen |
| DOE | Design of Experiment |
| EEM | Excitation-Emission Matrices |
| FA | Fatty Acid |
| FAME | Fatty Acid Methyl Ester |
| FCV | Fuel Cell Vehicle |
| FPA | Focal Plane Array |
| FPB | Flat Plate Bioreactor |
| FTIR | Fourier Transform Infra-Red |
| GAIA | Graphical Analysis for Interactive Aid |
| GC | Gas Chromatography |
| GC-FID | Gas Chromatography-Flame Ionization Detection |
| GC-MS | Gas Chromatography-Mass Spectrometry |
| GHG | Greenhouse Gas |
| HHV | Higher Heating Value |
| iLFCA | Improved Leader Follower Cluster Analysis |
| IR | Infra-Red |
| kNN | k-Nearest Neighbors |
| MCDA | Multi-Criteria Decision Analysis |
| MDS | Multi-Dimensional Scaling |
| MLR | Multi-Linear Regression |
| MUFA | Monounsaturated Fatty Acid |
| MVA | Multi-Variate Analysis |
| NMR | Nuclear Magnetic Resonance |
| NREL | National Renewable Energy Laboratory |
| OFAT | One Factor At a Time |
| OR | Operations Research |
| ORP | Open Raceway Pond |
| PAR | Photosynthetic Active Radiation |
| PBR | Photobioreactor |
| PCA | Principal Component Analysis |
| PCE | Photon Conversion Efficiency |
| PHEV | Plug-in Hybrid Electric Vehicle |
| PLSDA | Partial List Squares Discriminant Analysis |
| PLSR | Partial Least Square Regression |
| PROMETHEE | Preference Ranking Organization Method for Enrichment Evaluation |
| RDB | Renewable Diesel Blendstock |
| SIMCA | Soft Independent Modeling of Class Analogy |
| SVM | Support Vector Machine |
| TAG | Triacylglycerol |
| TAPPI | Technical Association of the Pulp and Paper Industry |
| TWIM–MS | Traveling Wave Ion Mobility–Mass Spectrometry |
| UHPLC–HDMS | Ultrahigh-Performance Liquid Chromatography–High Definition Mass Spectrometry |