Taiwan advances circular economy with AI-powered bottle recycling machine

TAIWAN – For Next Generation (FNG), a Taiwan-based company integrating circular technology with social responsibility, has unveiled an AI-powered plastic bottle recycling machine designed to improve efficiency, reduce transport emissions, and advance Taiwan’s transition toward a circular economy.

The system uses a trained AI database to automatically sort PET bottles by color, type, cleanliness, and degree of compression, reducing errors and preventing the processing “jams” often seen in traditional machines.

By ensuring smoother operations, FNG says the technology will help increase recycling precision and cut down on costs associated with misclassification.

“FNG advocates producer-led recycling, enabling discarded products to undergo recycling and be remanufactured into new goods,” the company noted.

“This innovation puts into practice the principles of the circular economy and the ‘cradle-to-cradle’ concept.”

The innovation builds on FNG’s mobile recycling vehicle, already touring communities, schools, and businesses across Taiwan.

Equipped with sorting, compressing, and label-removal capabilities, the vehicle allows recycling to take place directly at collection sites, minimizing the need for centralized processing.

To encourage public participation, the machine offers a reward system: for every four PET bottles recycled, users receive NT$1 (US$0.03) credited to their EasyCards, the popular contactless smartcards used for public transport and everyday purchases.

FNG founder Tsai Jin-peng revealed that early integration of AI technology faced hurdles due to varying levels of digital maturity among employees.

Training and support from the Taiwan Design Research Institute proved instrumental in bridging the knowledge gap, reducing outsourcing costs, and accelerating the R&D process.

“While manual labor can often identify recyclable conditions, it is tied to the traditional fixed-site recycling model and requires intense work,” Tsai explained.

“Our AI-enabled system takes this further, making recycling more efficient, mobile, and scalable.”

East Asia pushes recycling innovation

Taiwan’s move mirrors regional advances in AI-driven recycling. In Japan, several municipalities have adopted AI-enabled smart bins to improve PET sorting accuracy, while beverage giant Suntory is trialing AI-based recognition systems to ensure higher recycling rates in vending machines.

South Korea, a country known for strict recycling laws, has piloted AI cameras in apartment complexes to monitor waste separation and reduce contamination in recyclables.

Globally, similar trends are emerging: in the UK, the National Cup Recycling Scheme is piloting AI-based cup sorting, while Tomra Recycling recently launched its GainNext AI technology to improve aluminum scrap purity.

By combining digital innovation with community engagement, Taiwan’s FNG is positioning itself at the forefront of Asia’s circular economy movement, offering a model that integrates technology, sustainability, and citizen participation.

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