Distribution Center Scale Calculation & Automation Design

1-3. Center Scale Calculation in Logistics Facility Planning

In modern logistics facility planning, layout design relying on experience and intuition is no longer viable. The center scale calculation of a distribution center is a complex combination of additions and subtractions repeating the movement and storage of cases and pieces, and this must be unraveled using mathematical models.

During the calculation process, depending on the objective (which area is being designed), the base unit changes continuously from retrieval count, piece count, case equivalent, and PL (pallet) equivalent, to volume equivalent and weight equivalent. Tera Calculation 2 integrates the individual calculation logic of each site and, by starting from the average of all data (Tera setting), it enables the theoretical calculation of inventory and receiving volume. It logically calculates a sequence of optimal scales, from receiving to the shipping space area and number of berths, storage space, and ultimately the building area and site area.

Section 1: Data Processing for Scale Calculation and Basic Policy

In the data processing for the center scale calculation, Tera Calculation 2 focuses particularly on pallet storage efficiency in the storage space, actively adopting the "PL equivalent (pallet equivalent value)" as the key metric for rank setting.

💡 Two Important Reasons for Adopting the "Overall Average" in Shipping Data

1. Complete prevention of calculation omissions: If analysis is performed by selecting only specific shipping days (such as busy days at the end of the month), items that coincidentally had no shipping records on that day (e.g., long-tail products) will be entirely omitted from the calculation. By adopting the overall average, the necessary storage space for all items can be accurately comprehensively covered.

2. Prevention of overinvestment (over-spec): If the center scale calculation is performed based on the maximum peak day, an unnecessarily huge building and equipment will be calculated, resulting in the continuous payment of wasteful depreciation expenses. As a basic principle of logistics, the excess volume during peak times should be covered by "operations" such as utilizing safety stock or advance shipping, and it is an ironclad rule to match the hardware scale to "average stable operations."

Based on this principle, Tera Calculation 2 strictly separates and calculates the traffic lines for case shipping and piece shipping. By saving and deploying as many as 32 aggregation tables (including converted values) within the Access system, it enables multifaceted and flexible verification simulations.

Section 2: Estimation through Theoretical Calculation of Inventory and Receiving Volume

Item 1: The Difference Between Average Inventory and "Stable Operation Inventory"

The most common trap in logistics facility planning is "performing area calculations by merely trusting the current inventory data (WMS actual values) as is." Because actual values include wasteful stagnant inventory and stockouts, it is extremely important to perform a theoretical calculation of proper inventory and receiving volume from correct shipping data and comparatively verify it against the current actual values.

  • Maximum Inventory: The absolute upper limit of allowable inventory within the center. Physically, no more inventory than this is held.
  • Safety Stock: The lower limit of inventory volume that must always be secured on hand to prevent stockouts due to receiving delays from suppliers or sudden large-lot shipments.
  • Order Point (Minimum Inventory): The threshold of inventory consumed during the lead time period from when an order is placed until the goods actually arrive at the center.
  • Stable Operation Inventory (Adopted by Tera Calculation): The inventory volume in an ideal state where the receiving dates of multiple items are cleanly dispersed and managed, and the peaks and valleys of the entire center's inventory are leveled out. This value serves as the basis for calculating the storage space.
    [Fluctuating Inventory] = Shipping Volume × (Maximum Inventory Period - Safety Stock Period)
    [Stable Operation Inventory] = (Fluctuating Inventory ÷ 2) + Safety Stock

Item 2: Specific Procedures for Inventory Volume Estimation

Based on the required inventory per item (PL equivalent) calculated from the shipping data, the loading format onto a pallet is automatically determined. By meticulously categorizing whether it is a "Single PL" where one item fills the pallet, or a "2 to 8 Mixed PL" where multiple small-lot items share a pallet, it calculates an extremely accurate number of required pallets aligned with the realities of the site, directly linking this to the area of the storage space.

Section 3: Receiving Volume Estimation and Dispersion Effect

When performing the theoretical calculation of inventory and receiving volume, the required area changes drastically depending on how the "timing of receiving" is set. By running simulations that intentionally disperse the receiving dates of each item on the system according to fluctuating inventory days (for example, ordering on a 6-day cycle), it is possible to suppress the peak (maximum volume) of the total inventory of the entire distribution center, ultimately minimizing the required building area.

Furthermore, it automatically determines the optimal packaging format based on the receiving volume per item (e.g., pallet-unit receiving if 0.5 PL or more, or piece-unit Oricon receiving if 0.5 cases or less) to accurately estimate the total volume of goods unloaded from trucks.

Section 4: Calculation of Required Space Inside the Center

Item 1: Calculation of Receiving Space Area and Number of Berths

Unlike shipping, receiving operations are relatively easy for the company to control in terms of ordering (specifying and dispersing delivery dates and times). Therefore, by scheduling the receiving space to share the time zones when the shipping space area and number of berths are vacant, it becomes possible to significantly reduce the dedicated receiving space, directly leading to cost reduction.

  • Peak Time Zone Volume: Calculates the volume of the 1 hour during the day when unloading volume is most concentrated, using a peak ratio.
  • Determination of Truck Type and Loading Method: Meticulously sets the delivery format, such as large vehicles, 40ft sea containers, manual direct stacking of cases (calculating unloading time from volume), or pallet loading for forklifts (calculated considering the 150mm spatial loss of the pallet thickness).
  • Number of Receiving Berths: Determines the number of docks needed for trucks to dock and unload without queuing during the peak 1 hour (Cumulative docking time ÷ 60 minutes).
  • Application of Area Multiplier: Calculates the area by multiplying the actual volume by an estimated area multiplier of 120-130%, factoring in not just the mere physical volume of the cargo, but also gaps between pallets, forklift turning and working aisles, site office space, and temporary retention time required for slip processing and inspection.

Item 2: Calculation of Shipping Space Area and Number of Berths

Securing the shipping space area and number of berths is the last line of defense to prevent delivery delays. It is a critically important space where case goods retrieved from the storage space, and piece goods after picking and assorting, are consolidated by destination, and where "cargo staging and retention" takes place until they are loaded onto trucks after shipping inspection and packing are completed.

  • Controlling the Peak Volume Ratio: To increase the utilization rate of shipping equipment and prevent the area from bloating, operational countermeasures such as advance work and splitting shipping batches are incorporated into the simulation to keep the hourly peak volume ratio below a guideline of 25% of the total.
  • Selection of Transport Equipment and Containers: Selects the loading format onto trucks, such as direct stacking, pallets, roll box pallets (e.g., 850×650mm, 1100×800mm), and dolly carts. Also, if using the company's dedicated fleet, roll box pallets can be returned as is, but if using joint delivery or courier services, repackaging (packing) into cardboard is required, so the corresponding volume changes are also calculated.
  • Calculation of Shipping Container Fill Rate: When packing piece shipments into 30 to 60-type resin containers (Oricon), they will never fit 100% without gaps, so the required number of containers is determined using an estimated fill rate of 70-90%. Additionally, the storage area for returned foldable empty containers (e.g., approx. 0.0118㎡/piece for a 40-type) is added to the area.

Item 3: Calculation of Shipping Work Space Area

The shipping work space is the heart of the center where the most personnel are deployed and directly impacts productivity. The areas for the destination sorting space for case goods, picking racks for piece shipping (flow racks, medium-duty racks), and packing lines are meticulously calculated.

  • Relief Measures for Items without Shipping Records: Even if there is no record in the shipping data, items that exist in the WMS inventory data (e.g., 918 dead-stock items) are forcibly added to the Rank D area of the piece picking racks to ensure that storage locations are absolutely secured.
  • Flow Racks (For High-Liquidity, Rank A): Set to hold 3 to 5 days' worth of inventory for high-shipping-frequency items. Calculates the flat area securing both the front picking aisle and the rear replenishment aisle, as well as the effective location volume of the products.
  • Medium-Duty Racks (For Low-Liquidity, Ranks B-C): Set to 7 to 14 days' worth of inventory for low-shipping-frequency items to save replenishment effort. Calculates the flat area and volume of the racks, including picking aisles wide enough for workers to pass each other.
  • Line Calculation for Inspection/Packing Areas: Multiplies the peak processing count (number of pieces) for piece shipping by the inspection/packing time per item (e.g., 3 seconds per item) to calculate the required number of work lines and installation area (length of the belt conveyor and area of the workbenches).

Item 4: Calculation of Storage Space Area

Calculates the area of the reserve area (storage space) needed to store the remaining large-lot volume, which is determined by subtracting the inventory already replenished in the shipping work space (flow racks and medium-duty racks) from the total inventory volume of the entire center.

⚠️ The 5m Standard and the "Virtual Floor" Rule under the Fire Service Act

If the bottom of the goods stored on the top tier of a pallet rack exceeds a height of 5,000mm (5m), it is deemed under the Building Standards Act and the Fire Service Act that a "virtual floor" exists there, which triggers the obligation to add sprinklers and strictly install firewalls, so utmost care is required when setting rack heights.

  • PL (Pallet) Fixed Racks: Sets beams and dual aisles (cargo handling aisles where reach forklifts, etc., can turn) to manage single-item and mixed-item pallets. The height is calculated by securing a 100mm clearance (gap) between the pallet and the beam to insert forklift tines.
  • PL Electric Mobile Racks: Because the racks themselves slide on rails to share aisles, the installation area can be drastically reduced compared to fixed racks. However, calculations must account for the height of the electric motor cart at the base (an increase of 200-250mm) and the control panel space installed at the end (+400mm).
  • High-Density Storage Equipment: Calculates the allocated area for high-density equipment that maximizes ceiling height, such as push-back racks or PL automated warehouses (AS/RS) utilizing stacker cranes.

Items 5-6: Integration and Adjustment of Office/Welfare and Total Logistics Space

To determine the total area, the following ancillary areas essential for the operation of the center are added to the sum of the pure operational areas calculated so far (receiving/shipping space area and number of berths, shipping work space, and storage space).

Specifically, this includes adding the office area where the center manager and clerks are stationed, welfare areas such as break rooms and locker rooms for workers, storage areas for materials/sub-materials consumed in large quantities (unfolded cardboard, tape, cushioning materials, forms), and main aisles (arteries like 4m width) where forklifts can safely pass in both directions. Furthermore, it performs a negative adjustment as a reduction factor for the overlapping space that can be shared between receiving and shipping depending on the time zone, calculating a precise, waste-free total floor area.

Sections 5-8: Building Area/Site Area Calculation and Considerations

Once the required area inside the warehouse is finalized, the process moves on to calculating the building as the hardware enclosing it, and then calculating the land.

Setting Building Area and Architectural Structure

Performs a simulation of the building area that will become the vessel of the logistics center. The optimal building volume is determined according to land constraints and the investment budget.

  • Basic Settings for Building Specifications: Sets parameters such as outer wall thickness including insulation (200mm loss), pillar pitch that does not interfere with rack layout (10m to 12m span), a 1st-floor raised platform matching truck bed heights (1,000mm), and effective floor height considering the stacking of Nestainers, etc. (7,000mm above the floor).
  • Clearing Building Coverage Ratio and Floor-Area Ratio: Calculates land use restrictions based on the City Planning Act.
    • Building Coverage Ratio (Kenpeiritsu): Calculated as (Building projected area + Huge eaves area of truck berths × 50%) ÷ Site Area.
    • Floor-Area Ratio (Yosekiritsu): Calculated as Total of floor areas of each floor (Total floor area) ÷ Site Area.
    • * In the standard settings of Tera Calculation, an alert is issued based on "Building coverage ratio 60% / Floor-area ratio 200%" as a guideline for general logistics hubs.
  • Optimization of Building Patterns: Automatically calculates the most cost-effective optimal specification from about 40 types of building pattern models—such as the number of floors (from single-story flat to 5-story multi-level), the presence/absence of an automated warehouse as a separate building, and the presence/absence of huge eaves for all-weather cargo handling—tailored to the acquirable land area.

Site Area, Surrounding Regulations, and Safety Considerations

The final site area is not simply sufficient as long as the building fits inside. A vast external space is indispensable for trucks to enter and exit safely and smoothly, and to harmonize with the surrounding environment.

In addition to the building projected area viewed from directly above, the required site area is finalized only after adding all of the following: turning aisles where large trailers (16m class) can dock without reversing (securing vehicle width + 1m or more safety margin), truck staging space to wait when berths are full, parking lots for private cars and bicycles for hundreds of commuting employees, and the green space ratio (obligation to plant a certain percentage of the site) stipulated by ordinances such as the Factory Location Act.

📌 Mandatory Considerations in On-site Design (Items Outside Tera Calculation)

The following "living operational spaces of the site", which cannot be completed by the figures of area calculation software alone, must also be kept in mind when drawing the layout plan.

・Placement for balers compressing waste cardboard generated in massive quantities daily, temporary waste placement areas, and pallet washing stations to remove mud and dirt.
・Properly placed toilets and washrooms readily available for warehouse workers, and evacuation guidance aisles to prevent contact accidents between forklifts and pedestrians (complete separation of pedestrians and vehicles).
・Dedicated storage space for statutory slips and past ledgers that have a storage obligation for several years.
・Coordination of noise and exhaust gas considerations for neighboring residents, crime prevention and security (gate guardhouse), building height restrictions under the Civil Aeronautics Act, and access conditions such as exiting with a left turn onto arterial roads.

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