Logistics and Transportation Exam 1
Types of Models
-Mental models: how you understand the world and how you think it works -Boxes connected with lines: flow charts, organizational structures, don't see loops or how variables effect each other or causality, difficult to capture data points -Physical models: 2D or 3D visualization -Formulas on a sheet of paper: full understand in great detail but difficult to accomplish -Excel spreadsheets: very popular way of representing situations, just a snapshot of what is going on -Simulation models: try to combine the best of all the different types of models, OOP: Object Oriented Programming; able to create their own outputs
Why simulate and model?
-any time a business is faced with a problem; maybe we can grow or change -probably not a good idea to jump directly from the problem into a real-world solution -risk free space: create models that will give you a better understanding -models make assumptions about the real world -model ex: hospital ER, pilots, military training, business situations
AnyLogic- Multi-Method Simulation Tool
-easy to choose and adjust the abstraction level -can switch between different methods -can mix methods in one model -modern and flexible OO platform
Simulation Modeling Software
-many tools exist that support one particular modeling approach
Discrete Event Modeling- G. Gordon '60s
1. Agents and Resources 2. Queues and Delays 3. Abstraction level?
Simulation Model Advantages
1. Animation a. Demonstration b. Verification c. Debugging 2. Playability- observing dynamic system across time 3. A simulation model's structure more naturally reflects the actual system's structure a. As opposed to analytical models- formulas and scripts 4. Easier to add parameters 5. Easier to change degree of abstraction 6. Bottom line: more convincing
The analytical solution probably does not exist
1. Even if it exists who will find it for you? 2. Almost any change in the process makes the previous analytical solution void
Agent Based Modeling- 80s and later
1. Focus on individual agents (objects) -describe objects' behaviors -describe object's rules 2. The environment can be an agent (object) 3. Object Oriented Approach -based on OOP- Object Oriented Programming
Analytical approach useful for:
1. Highly abstract models 2. Acceptable to make many assumptions
Bank Example Assumptions of the Analytical Approach
1. Independent arrivals of clients- makes sense for the bank 2. Constant average service time- not a good assumption 3. Exponentially distributed service time? - not a great assumption for the bank
Bank Example
1. On average 10 clients per hour 2. Only one teller at the counter 3. Mean service time is 5 minutes We want to find out: 1. Mean waiting time in the queue -Googling or thinking through it will quickly produce analytical solution Mean waiting time
In a real bank setting the process is far more complex:
1. Some transactions can be done only by some particular employees 2. The client can be redirected to other employees 3. The tellers may share resources, such as a printer or copier 4. Different employees may have different skills and performance 5. Many other parameters may be envisioned
Analytical solution is possible if
1. The number of parameters is 'manageable' 2. Behavior is linear 3. Dependencies are clear; easy to build a mental model 4. Snapshot in time
(Analytical solution is possible if) But what if:
1. Too many parameters 2. Non-linear behavior 3. Counter-intuitive behavior- difficult to have a mental model 4. Non-obvious influences 5. Causal dependencies (with causal loop) 6. Longitudinal dependencies
Why regulation was needed in logistics
1. unite the country (when railroads came along- move around, share information, can serve everybody) 2. fear of unknown (new industry, scary) 3. rail (first mode of transportation other than by water, much faster, tendency to monopolize, lots of barriers to entry, big players)
2010
16 trillion USD
2020
20+ trillion projections
1990
4 trillion being exported around the world
A transportation shipment of 75 tons for 125 miles would be
75x 125= 9,375 ton-miles
1940- Transportation Act of 1940
Added water carriers under ICC and introduced the Declaration of National Transportation Policy
American Trucker Association (ATA)
Applaud Federal Motor Carrier Safety Administration (FMCSA) Proposal for ELDs in Trucks
1887 - the initial regulation Era- Interstate Commerce Commission was established (ICC)
Created to regulate the rail and made specific decisions such as which rail companies can operate in the market, in which regions, services offered, and what rate- pretty limiting
1935- the Motor Carrier Act
Gave ICC the authority to regulate trucking and safety concerns, new companies could only be established if the new operation is required by the present or future public convenience or necessity - 4 factors that dictated
Nationalization
High Government ownership, High government financing and operation control
Demand for transportation at the macro level is ____, while demand for transportation at the micro level is ____?
Inelastic, elastic
Is transportation considered to be primary or derived demand?
It is derived because if there is a primary need for a product there will be derived demand for transportation
Where do queuing problems occur in logistics and warehousing industry?
Loading, logistics network Simulation models may be the only feasible analysis method for complex dynamic systems
CSCMP: Council of Supply Chain Management Professionals Definition
Logistics management is that part of supply chain management that plans, implements, and controls the efficient, effective forward and reverse flow and storage of goods, services and related information between the point of origin and the point of consumption in order to meet customers' requirements
Privatization
Low Government ownership, Low government financing and operation control
What is the most popular modeling tool?
MS Excel, Analytical solution formulas and scripts, easier to learn than simulation software but does not give you as much detail as simulations
Is it a perfect measure?
No; not perfect but a starting point, need to know bulky, value, amount of trucks/ trailers
% Markup
Profit/ Cost
% Margin
Profit/ Price
Market Structure Models in Transportation
Pure Competition - Monopolistic - Oligopoly - Monopoly
Inboundlogistics.com definition
The process of planning, implementing, and controlling procedures for the efficient and effective storage of goods, services, and related information from the point of origin to the point of consumption for the purpose of conforming to customer requirements. This definition includes inbound, outbound, internal, and external movements.
Safety Regulations
To establish a minimum level of safety for transportation providers to maintain
Security Regulations
To protect the security of the transportation system from terrorist attacks, organized by the Department of homeland Security (DHS) & administered through: § The Coast Guard § Transportation Security § Administration
Developed countries
US/ Europe/ Asian markets: logistics components of a final price of a product is roughly 10%
Is It better than just capturing mileage or tonnage alone?
Yes
1938- Civil Aeronautics Act
airlines added under ICC
Broker
asset-based (own trucks/ trailers/ own equipment) or non-asset based (contact out to carriers)
MC#
authority
Shipper
business that ships out products
Interstate
commerce is subject to federal regulations administered by the Surface Transportation Board (STB) MC# (Motor Carrier number)
Intrastate
commerce is subject to state regulations that vary from state to state, but generally are patterned after federal economic regulations USDOT#
Product density
directly impacts the use of the carrier's vehicle and the cost per hundredweight
Drop and Hook Load
drop off trailer and come back later
Customer
end-user or other business that receives the products
1920- the Transportation Act of 1920
established to rule of rate making, the government dictated how you should go about making rates and what the limits were, rails started to be privatized
System Dynamics- Jay Forrester '50s
introduced Forrester Effect, in SC: the Bullwhip Effect, describes the highs and lows of supply and demand due to bottlenecks across the SC, also introduced RAM: Random Access Memory, intermediary between hard drive and CPU System Dynamics 1. Stocks and flows 2. Interacting feedback loops 3. Differential calculus 4. Abstraction level?
Detention fee
loading takes longer than they were told and gets compensation
Low Abstraction level
maximum detail, micro level, operational level (pedestrian dynamics) Methods in Simulation Modeling Discrete Event (process based modeling) -Agent Based Modeling
Medium Abstraction level
medium details, meso level, tactical level (supply chains/ transportation)
High Abstraction level
minimum details, macro level, strategic level (market and competition/ social systems)
Logistics Definition
o "glue" within supply chain o Flow of products § What is a Product in GDP? · Physical goods? · People transport? · Services industry? o Financial o Medical o Food, restaurants o Cinemas o Digital cable
The unique nature of transportation markets
o All four types of markets can be found in transportation industries, depending on particular market situations o Market situation: commodity & Products, geographic point, route, intermodal competition
Rates (before deregulation)
o All interstate rail freight traffic and much motor freight traffic was moved on published (tariff) rates § A lawful charge that a carrier can impose on a given commodity movement § Determined primarily by considering a carrier's costs
Current Economic Regulation
o Antitrust Laws o Market Entry o Markets Served o Pricing
Freight Markets
o Contract o Spot (load boards, DAT)
Carrier Pricing Strategy
o Cost of Services § Buildup approach § Cost + profit § Markup § Popular during regulated transportation period
Provides basis for competition by:
o Determining if a firm can enter an industry o Determining which markets a firm can serve in that industry
Hours of Service HOS
o Dictates legal hours that a truck driver or commercial vehicle driver can operate, 14-hour shift, 11 hours of driving, 10 hours mandatory break after, 60 hours across 7 days or 70 hours across 8 days- then have to hard reset for 34 hours, predominantly applies to interstate o 150 miles intrastate exclusion, still have to limit yourself to 14 hour shift o ELD: Electronic Logging Device
1980- Motor Carrier Act
o Entry barriers are lifted o Rate negotiations were allowed
Pricing in Transportation Management
o Factors affecting carrier pricing decisions § Customers (Market): · Customers vs carrier relative power · Price elasticity · Availability of substitutes § Government · Economic regulation · Antitrust enforcement § Channel Members · Revenue split in interline movements · Price change interdependency § Competition · Price leader influences
1966- Department of Transportation Act
o First time seeing effort to deregulate o DOT introduced
1948- Reed Bulwinkle Act
o Introduced the Antitrust Immunity for joint ratemaking specifically for trucking o Against collusion
Transportation Challenges
o Labor shortages o Old bridges o Traffic o Influx of new policies for truck drivers
Under government regulation, the government:
o Maintains or enforces competition through the antitrust laws o "PER SE" VIOLATIONS o "RULE OF REASON" VIOLATIONS
If a product costs $100 to produce, transportation per unit costs $5, and the firm expects 15% margin on the cost to produce, what is the least price the firm is likely to accept for the product?
o Markup= profit/ cost o Margin= profit/ price o Profit= price-cost § 115-100 = 15 (profit) · 15/ 115= 13.04% · 20/ 120= 16.6% o Answer: 120
Demand for Transportation
o Mass Production --> oversupply o Need to bridge the gap between extra supply and demand o Raw materials distributed unevenly § Agriculture § Minerals § Energy; switch from fossil fuels to renewable- transport impact? o Finished goods production based on specializations o Passenger demand § Daily commute in GR vs Chicago, vs Tokyo § Migration within and across countries § Future of passenger transport --> Elon Musk?
Contributing Factors for Global Flows
o Population size o Population distribution o Urbanization o Land and Resources o Technology and Information o Globalization
Public Transportation Promotion (how can we tax)
o Promotion connotes encouragement or provision of aid or assistance so transportation can grow or survive o 1. Existence Charge: A charge made against the person or tangible item unit regardless of the extent of use made of the services (car registration) o 2. Unit Charge: Fee assessed for use of a facility or resource, variable according to use, but does not distinguish between passengers or freight within each unit (gas/ tolls) o 3. Relative Use: Fees assessed according to the investment of cost incurred by the agency to provide the services (type of car, weight)
Market Spectrum
o Pure Competition: High # of Firms, Low Firm influence of price & Service offerings o Monopoly: Low # of Firms, High Firm influence of price & Service offerings o Market structures can take varying forms along the spectrum o Perfect competition is hard to come by
Rate making in Practice
o Rate structure systems § Class rates § Exception rates § Commodity rates § Special rates o Class rate simplification: § Shipping and receiving points § Commodities and products § Modes of transportation
FMCSA
o Requires you to have BO3 Form filing- service of process (SOP) o Requires that you have insurance- minimum of $750,000- most brokers require $1 mil insurance liability o URC- United Carrier Registrations o IFTA- International Registration Plan o 2290- HVUT- Federal Tax § NY HUT § KYU § NM# § OR# - annually § CT # - monthly
1995- ICC Termination Act
o STB established to replace it- Surface Transportation Board o Most of the economic regulations were eliminated
Landed Cost= Acquisition cost (or production cost) + Transportation cost
o Theory of Absolute Advantage o Theory of Comparative Advantage o Factor Endowment Theory (Land, Labor, Capital, Entrepreneurship) o Lardner's Law (law of squares)
Uses of User Charges
o To compensate the public for assistance during modal conception and encouragement o To finance construction (ex federal fuel tax on gasoline...) cover operating costs equalize competition
Transportation as Social Capital
o Too often taken for granted o Social capital- benefits to the society as a whole o How do improvements in transportation spur economic growth? § The Dwight D. Eisenhower National System of Interstate and Defense Highways (aka Interstate Highway System) · What was its primary reason initially? o Flows § Goods § Information § Knowledge § "cardiovascular" system of the supply chain
Service components of freight demand
o Top-mile moved in ton-mile moved (ex commodity) o Must find other ways to differentiate § Transit Time · Carrying cost · Stock out costs § Reliability · Less uncertainty= optimal conditions= less safety stock § Accessibility · Direct flights? · Modal differences · Direct= lower costs § Security · % damage · Loss of customer · Increased insurance · Safety stock
What is one of the elementary building blocks of any market-based economy?
o Trade between two or more parties o Started trading during the caveman era; everyone can benefit, have to establish trading posts to meet o Aggregation of trade: survival way of life, communities, civilizations o Export-Import Trade today across many different countries § Top regions: USA, EU, Asian countries
Transport Measurement Units
o Transportation demand § A request to move a given weight or amount of cargo specific distance between two specific points o Weight-distance for freight § Ton-mile o Passenger-distance for people § Passenger-mile
Prices (after deregulation)
o Under freedom from economic regulation, the use of rates set in confidential contracts between carriers and shippers has become prominent § Carriers are free to charge whatever rates & operate wherever they choose geographically § Market-driven pricing
What is the purpose of National Transportation Policy?
o Underpinnings of Transportation Policy § Purpose: to provide direction for determining: · The amount of national resources dedicated to transportation o Money o Land o People · The quality of service essential for economic activity and national defense 1. Ensure the safety of travelers 2. Balance environmental, energy, and social requirements 3. Promote fair competition 4. Protect the public from the abuse of monopoly power
Demand Elasticity
o Why aggregate demand for transportation is inelastic? § Aggregate meaning across the whole economy, consumers have basic needs to be fulfilled, o Why demand for specific mode of transportation or specific carriers s generally elastic? § Have several choices for similar options at different/ better prices · Demand Elasticity = % change in quantity/ % change in price o What does elasticity of less than 1 mean? § When the % change in quantity > % change in price
Carriers
owner-operator (owner of the equipment also runs their equipment), dispatching services (separate companies that help carriers find loads)
National Motor Freight Classification (NMFC)
range 50-500 (closer to 50 is heaviest, over 50 lbs)
Rate con
rate confirmation document, when you accept a bid on the stock market you receive a rate con doc from the broker
Reefer
refrigerated unit
Live load
shipper loads you while your there
Lumper fee
some shippers have unions or utilize 3rd party providers within the warehouse that offer loading/ unloading and they charge you for it, brokers reimburse for lumper fees
Developing countries such as Africa
the logistics component can be anywhere north of 80% of the final product price; prohibits manufacturers and suppliers of various products to go to those markets, consumers are not able to afford it
Highway Trust Fund
using for improving/ repairing infrastructure should be finding new ways versus just filling potholes
The growth in the volume of global trade
§ Elimination of trade barriers § Trade agreements among countries § A reduction in tariffs § Greater acceptance of importing finished products (vs raw materials) § Is it easy to tell 'made in' a country?
What are the benefits of free-market?
§ Free to do whatever we want; create what we want § Up to the market if it will sell or not
Development of US Transportation Regulation
§ Initiation Era (1887-1920) § Positive Era (1920-1935) § Intermodal Era (1935- 1976) § New Economic Era (1976- Present)
Why do we need government to regulate then?
§ Prevent monopolies § Correct some market failures
Pricing in Transportation Management: Establishing the carrier pricing objectives
§ Survival-based pricing · Last minute airplane ticket deal § Unit volume pricing · Tighter packaging encouraged/ capacity utilization § Profit maximization- skimming prices · iPhone 4 classic example · carrier costs for high-value goods § Sales-based pricing · Later stages of product/ service life cycle · Once popular passenger movements § Market share pricing · To increase market share and enjoy · Economies of scale § Social responsibility pricing · Walmart hurricane relief · 9/11 assistance o Most common mistakes in carrier pricing § Over reliance on cost-based pricing § Fail to react to or capitalize on market changes ...
Webster definition
§ The aspect of military science dealing with the procurement maintenance, and transportation of military, material, facilities, and personnel. § The handling of the details of an operation (ex. Political campaign)
Value-of-Service / Differential Pricing
§ Value as perceived by the shipper - SAFER - FMCSA § Margin approach (aka profit maximization) § Often used for high-value goods · Transortation proportionally smaller part of final product price · Carry more liability · Specialized equipment necessary § Combination · On the spectrum of cost- and value-of-service · Cost-of-service- pricing floor · Value-of-service - price ceiling § Net-Rate · Pricing presented as one number to shipper