Optimization of Meat and Poultry Farm Inventory Stock Using Data Analytics for Green Supply Chain Network

Abstract

The traditional meat and poultry farms use a fixed quantity of supply, which creates an imbalance between demand and supply. Due to this imbalance, a huge amount is spent on balancing the requirements. There is an inequality among demand and supply since typical meat and poultry farms use a fixed amount of supply. A lot of money is spent trying to balance the requirements because of this mismatch. In addition, when connecting and building the meat and poultry farm system, the procedure ignores the impact on the environment. The owner’s primary goals are to retain massive profits and raise reliability. The classical method neglects the effect on the environment while linking and designing the meat and poultry farm system. The main aim of the owner is to increase the quality and maintain the maximum profit. This paper deals with the meat and poultry farms in two folds. In the first step, the IoT based system is implemented for the traceability and demand-supply monitoring. The second steps include optimization of the supply network to reduce the carbon emission from the transportation. Both steps take data analytics as an input to process the final result for the farm to run and optimize. Effective inventory optimization algorithms have been shown to be able to evaluate a significant portion of previous sales data and anticipate inventory future demand by taking seasonality and lead times into account. Revenue, productivity, and customer satisfaction are just a few of the business variables that these strategies may affect. Finally, the comparison is done with the traditional farm and supply chain on the points of demand-supply balance, cost, carbon emission, and wastage. It is found that the farms using data analytics to optimize the overall system perform better and with 37% more efficient than the traditional systems.

Revolutionizing meat processing: a nexus of technological advancements, sustainability, and cultured meat evolution

“…While data analytics may significantly improve process efficiency and optimization in the meat processing business, it is crucial to prioritize data security and control. Processors must follow industry standards and data protection laws and put strong cybersecurity measures in place to guard sensitive data from tampering or illegal access [30].…”

Untitled

“…When planning the development of poultry processing enterprises, it is necessary to consider the impact of their functioning on the environment. R. Kler et al (2022) found that during the production of high-quality and safe meat of broiler chickens, it is necessary to ensure proper sanitary and hygienic conditions for their maintenance, feeding, and well-being. S. Tavaniello et al (2023) proved a significant effect of the synbiotic drug "PoultryStar", when fed to broiler chickens, on increasing body weight, carcass yield, improving the quality indicators of meat and offal, in particular morphological ones.…”

Two-Stage Robust Programming Modeling for Continuous Berth Allocation with Uncertain Vessel Arrival Time

“…Sustainable development has received widespread attention from various industries [1][2][3]. With the increase in the throughput of container terminals worldwide, maritime transport for trade and development has become increasingly important [4].…”