Work overview

Section 16 of 17

GENERATIVE AI DECLARATION

Cassava processing residues as circular energy feed ingredients for dairy cows: variability, safety constraints, and technology-enabled stabilization strategies

Budi Wardiman, Syahriani Syahrir, Asmuddin Natsir, Tilawati Tilawati, Aurelya Yulyanti Sudarmanto, and J. Nurwahidah · 2026

Contents

Section 16 of 17

  1. 01INTRODUCTION
  2. 02REVIEW METHODOLOGY
  3. 03DEFINING CASSAVA WASTE STREAMS FOR DAIRY FEEDING
  4. 04PROCESSING PATHWAYS AND WHERE EACH RESIDUE ORIGINATES
  5. 05PHYSICAL FORMS (FRESH/WET, DRIED, PELLETED, ENSILED, FERMENTED) AND LOGISTICS IMPLICATIONS
  6. 06WHY STREAM IDENTITY MATTERS
  7. 07PHYSICAL CHARACTERISTICS
  8. 08REVISED DRIVERS OF VARIABILITY AND HAZARDS AND SAFETY CONSTRAINTS
  9. 09IMPLICATIONS FOR DAIRY PRACTICE
  10. 10AN IMPLEMENTATION-ORIENTED HAZARD CONTROL LOGIC FOR DAIRY SYSTEMS (MINIMUM REQUIREMENTS)
  11. 11PRACTICAL SYSTEM BOUNDARIES
  12. 12COST DRIVERS
  13. 13KEY DATA GAPS FOR LIFE CYCLE ASSESSMENT AND POLICY-RELEVANT METRICS
  14. 14CONCLUSION
  15. 15DATA AVAILABILITY
  16. 16GENERATIVE AI DECLARATION
  17. 17AUTHORS’ CONTRIBUTIONS
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Work overview

Section 16 of 17

GENERATIVE AI DECLARATION

Budi Wardiman, Syahriani Syahrir, Asmuddin Natsir, Tilawati Tilawati, Aurelya Yulyanti Sudarmanto, and J. Nurwahidah · about 1 minutes

Original source ↗

The authors declare that generative artificial intelligence (AI) tools were used solely to improve language, grammar, and readability during manuscript preparation. All scientific content, data analysis, interpretation of results, and conclusions were developed and verified by the authors. The authors take full responsibility for the accuracy, integrity, and originality of the work presented, and no AI tool was listed as an author.