Hello Shoeb,

Go through these papers. They will be helpful in answering your query and understanding deep learning in piezo energy harvesting solutions.

1) Jung, Woo-Suk, Min-Gyu Kang, Hi Gyu Moon, Seung-Hyub Baek, Seok-Jin Yoon, Zhong-Lin Wang, Sang-Woo Kim, and Chong-Yun Kang. "High output piezo/triboelectric hybrid generator." Scientific reports 5, no. 1 (2015): 1-6.

2) Abbasi, Aqsa. "Application of piezoelectric materials and piezoelectric network for smart roads." International Journal of Electrical and Computer Engineering 3, no. 6 (2013): 857.

3) Toprak, A. and Tigli, O., 2014. Piezoelectric energy harvesting: State-of-the-art and challenges. Applied Physics Reviews, 1(3),

Hai shoeb,

I'm doing research in the same field, use of piezoelectric plates in the structure to produce energy, the suggestion and answers will help me in my work.

Thank you

Hi Shoeb Khan ,

I hope you are doing well, Piezoelectric transducers can generate electricity upon excited by external Pressure, if you an array of these devices then electricity can be produced on a mass level. I hope this helps.

I suggest you go through papers related to an array of a piezoelectric transducer.

Regards,

Dibyajyoti