The uncertain nature of the customer demand need to take into consideration by generating the production plan and in particular the production quantities, to meet uncertain customer demand in the best way possible and maximize the profit, by minimizing production costs. Aggregate planning is a process by which a company decides about their ideal levels of capacity, production, inventory, stock-out situations, pricing, subcontracting, etc. Production planning, is the correct placement of production orders concerning place, or region, of production, and time scheduling and sequencing of production orders. The parameters are usually production rate, workforce, overtime, machine capacity level, subcontracting, backlog, and inventory on hand. The amount of overtime production planned is a parameter for aggregate production planning. Production planning for fashion apparel products has to cope with demand uncertainties. Collaborative forecasts created by various enterprises are an important input in aggregate supply chain planning. However, at the time of generating the production plan, the predicted customer demands are largely uncertain.
Supply chains engender great opportunities for the weather forecasting industry to advance. Those who can utilize these kinds of forecasting, are beneficial to some extent and preserved from loss of weather disruptions. On one hand, the impact of weather in many cases increases the cost of the supply chain, on the other hand, it decrements the visibility of the supply chain due to inclement weather. Various weather stations measure weather data such as rainfall, shipping, etc. Weather cognate courses are being evolved for supply chain managers to tackle weather disruption issues well. The other utilization of weather reports from third-party companies can help forecast early solutions and point out the affected areas.