Research community previously filed under “Biomedical Engineering”

PVDF-Based Piezoelectrics for Energy Harvesting and Membrane Separation

Papers 14,003
Elements 5
Keywords & sectors 38
Leading venue Journal of Water Process Engineering

PVDF-Based Piezoelectrics for Energy Harvesting and Membrane Separation

This community develops polyvinylidene fluoride (PVDF) composites to convert mechanical motion into electricity and to separate liquids, such as oil from water or salt from fresh water.

The work centers on two distinct material applications. First, researchers engineer flexible PVDF films and nanofibers into triboelectric nanogenerators and piezoelectric sensors, often incorporating barium titanate or graphene oxide to enhance charge generation for wearable devices and self-powered systems. Second, the same polymer is processed into hollow fiber and flat-sheet membranes for reverse osmosis, ultrafiltration, and oil-water separation, with a focus on improving flux and fouling resistance. These applications share a common foundation in polymer composites and nanofiber fabrication, but serve different end goals: electrical energy recovery versus physical fluid purification.

The community is most heavily represented in fluorine research, accounting for 12.5% of all fluorine-related papers, with 4,402 papers in this group. It also contributes significantly to titanium (3.3% share) and barium (3.8% share) research.

The group comprises 14,003 papers, published primarily in the Journal of Water Process Engineering, Journal of Membrane Science, and Chemical Engineering Journal.

Recent work continues to explore both strands, with new studies on machine-learning-designed high-temperature capacitors, wearable triboelectric sensors for sleep monitoring, and responsive membranes for oil recovery.

Recurring themes in the literature

Phrases that recur across this community's paper titles -- a quick map of its sub-topics, drawn straight from the titles themselves.

  • energy harvesting 684
  • polyvinylidene fluoride 642
  • poly vinylidene 556
  • vinylidene fluoride 507
  • membrane distillation 369
  • energy storage 359
  • oil water 340
  • triboelectric nanogenerator 324
  • barium titanate 280
  • graphene oxide 266
  • water separation 261
  • fluoride pvdf 206
  • wastewater treatment 204
  • triboelectric nanogenerators 198
  • water treatment 173
  • flexible piezoelectric 167
  • liquid discharge 167
  • hollow fiber 164
  • energy harvester 161
  • piezoelectric energy 161
  • oil-water separation 159
  • pvdf membrane 156
  • zero liquid 148
  • piezoelectric nanogenerator 146

Papers behind this description

Most cited
Chemical Reviews · 2023 · 449 citations
Science · 2024 · 271 citations
Nature Communications · 2023 · 337 citations
Advanced Materials · 2024 · 219 citations
Nano-Micro Letters · 2024 · 191 citations
Nature Communications · 2024 · 236 citations
Science Advances · 2024 · 159 citations
ACS Nano · 2024 · 217 citations
Progress in Materials Science · 2024 · 149 citations
RSC Advances · 2023 · 369 citations
Nature Energy · 2024 · 208 citations
Advanced Composites and Hybrid Materials · 2024 · 171 citations
Newest
Nature Energy · 2025 · 47 citations
Advanced Functional Materials · 2025 · 39 citations
Nature Communications · 2025 · 36 citations
Carbon Energy · 2025 · 23 citations
Nano Letters · 2025 · 20 citations
Journal of Membrane Science · 2025 · 17 citations