Shelf life of Foods CL5901~ FOOD PACKAGING Official (Closed) and Non-Sensitive Outline Methods to Determine Shelf Life Factors Affecting Product Shelf Life Packaging Properties & Product Shelf Life Water Vapour Transfer & Shelf Life Accelerated Shelf Life Testing (ASLT) ASLT Procedures Problems associated with ASLT 2 Official (Closed) and Non-Sensitive Introduction Singapore Food Regulation defines “expiry date” in relation to a prepacked food (specified in The Second Schedule) as “ the date after which the food, when kept in accordance with any storage conditions set out on the label of that food, may not retain its normal wholesomeness, nature, substance and quality” EU legislation in COMMISSION REGULATION (EC) No 2073/2005 defines shelf life as “ either the period corresponding to the period preceding the ‘use by’ or the minimum durability date, as defined respectively in Articles 9 and 10 of Directive 2000/13/EC” 3 Official (Closed) and Non-Sensitive 4 Official (Closed) and Non-Sensitive 5 Official (Closed) and Non-Sensitive 6 Official (Closed) and Non-Sensitive 7 Official (Closed) and Non-Sensitive In Singapore, date marking is mandatory for 19 categories of foods. These include perishable products, infant foods, product whose quality deteriorate over time (e.g. oil/ juice drink), products that are susceptible to contamination after prolong storage ( e.g. flour/ cereals) 8 Official (Closed) and Non-Sensitive Source: SFA, 2020 9 Official (Closed) and Non-Sensitive Source: SSO, 2021 10 By Singapore Food Agency Published 2 1 May 2019 | Updated 2 7 Feb 2 0 2 0 'Use by' dates are for highly perishable food such as milk and yoghurt. You are advised to not consume them if they have passed their 'use by' dates. 'Best before' dates are for food with a longer shelf life such as cereals. They indicate how long the food will be at its best quality. ‘Sell by’ dates inform retailers when to take the item off the shelves. Source: SFA, 2020 However, the safety of a food product is not dependent on its expiry date alone. Products not stored or handled properly can be unsafe for consumption too. So remember to check for signs of spoilage before consuming them! 11 Source: FAO, 2018 12 Official (Closed) and Non-Sensitive Common date marking Use By / Expiry Date: Foods must be discard by the date. Unsafe to consume after the date Usually storage condition is stated Illegal to sell foods after “Use-by” or “Expiry date” Usually for foods that are highly perishable from microbiological point Best Before Date/ Best if Use By : Foods may still be acceptable (safe to eat) as long as they are not damaged/deteriorated but their quality may have deteriorated Usually for canned, dried, ambient and frozen foods e.g. cereal, biscuits However, in Singapore for the purpose of Food Regulations, “BEST BEFORE” has the same meaning as “Use By” 13 Official (Closed) and Non-Sensitive Common date marking Use By / Expiry Date: Foods must be discard by the date. Unsafe to consume after the date Usually storage condition is stated Illegal to sell foods after “Use-by” or “Expiry date” Usually for foods that are highly perishable from microbiological point Best Before Date/ Best if Use By : Foods may still be acceptable (safe to eat) as long as they are not damaged/deteriorated but their quality may have deteriorated Usually for canned, dried, ambient and frozen foods e.g. cereal, biscuits However, in Singapore for the purpose of Food Regulations, “BEST BEFORE” has the same meaning as “Use By” 14 Official (Closed) and Non-Sensitive Shelf Life Determination Companies conduct shelf life determination: To determine shelf life of existing products To study effect of changes in processing parameters, ingredients, storage conditions and packaging materials on product shelf life To determine shelf life of new products 15 Official (Closed) and Non-Sensitive Methods to Determine Product Shelf Life Literature Study: Published literature e.g. books on shelf life of foods Limited data and applicable to commodity-type of foods Turnover Time: Monitor the sales and determine the average duration that products stay on the retail shelf Estimate only the “required” shelf life at retail outlets rather than “true” shelf life. End point study Determine product quality through lab testing on samples purchased from retail outlet Good estimation since products went through the actual supply chain Accelerated Shelf Life Testing (ASLT) Accelerate the deterioration rate by modifying the known environmental conditions 16 Official (Closed) and Non-Sensitive Factors Affecting Product Shelf Life Product shelf life are affected by: Product formulation or processing parameters (intrinsic factors) pH, Aw, m/o or enzymes which may be controlled by ingredients or processing parameters Environment where products are exposed (extrinsic factors) RH, light, gas environment, temperature stress during storage or distribution or mechanical Properties of packaging OTR,WVTR of plastic based packaging, hermetically sealed, product/package interactions, package dimensions 17 Official (Closed) and Non-Sensitive Packaging Properties & Product Shelf Life Metal and glass containers are essentially impermeable to gases, odour and water vapour while plastic have varying degree of permeability Excessive moisture gain/ oxygen uptake affect product shelf life Prediction of the rate of gas or vapour transfer across the film can be expressed as following: 𝛿𝑊 𝛿𝑡 = 𝑃 𝑋 𝐴 (𝑝1 − 𝑝2 ) (1) P/X = Permeance A = Surface area of packaging 𝑝1 − 𝑝2 = Partial pressure of water vapour outside and inside the packaging 𝛿𝑊 𝛿𝑡 = rate of gas/vapour transport across the film 18 Official (Closed) and Non-Sensitive Water Vapour Transfer & Shelf Life The simplest analysis using Eq (1) is to assume P/X (permeance) and external environment (e.g. temp & RH) to be constant P/X is unlikely to be constant due to fluctuation of temp and RH during storage/transportation. However, using of WVTR at 38℃, 90% RH can give a “worst-case” scenario analysis Internal vapour pressure of water in foods (𝑝2 ) varies with 𝛿𝑤 moisture content of foods so (rate of gain/loss of moisture) 𝛿𝑡 falls as ∆ρ is smaller. Thus, 𝑝2 as function of moisture must be incorporated into the equation to make proper predictions Recall Week 2 slide 20 : P = TR 𝑋 𝑝1 − 𝑝2 so 𝑃 𝑋 = ( 𝑇𝑅 𝜌1 − 𝜌2 ) or TR = 𝑃 𝑋 ( 𝜌1 − 𝜌2 ) 19 Official (Closed) and Non-Sensitive Recall: Moisture Sorption Isotherm Moisture content in food will reach equilibrium with the surrounding when they are placed in an environment with constant temp & RH. This moisture is known as equilibrium moisture content Moisture Sorption Isotherm (MSI) is obtained by plotting equilibrium moisture content against RH or Aw at constant temperature Fig 1: Typical MSI showing effects of temp Source: Robertson, 2013 20 Official (Closed) and Non-Sensitive Water Vapour Transfer & Shelf Life In simplest case, isotherm can be expressed as: m = bAw + c (2) m = moisture content in g 𝐻2 𝑂 𝑔−1 solids Aw = water activity b = slope of isotherm c = constant Moisture content (m), can be expressed as following: m= 𝑊 (𝑤𝑒𝑖𝑔ℎ𝑡 𝑜𝑓 𝑤𝑎𝑡𝑒𝑟 𝑡𝑟𝑎𝑛𝑠𝑝𝑜𝑟𝑡𝑒𝑑) 𝑊𝑠 (𝑤𝑒𝑖𝑔ℎ𝑡 𝑜𝑓 𝑑𝑟𝑦 𝑠𝑜𝑙𝑖𝑑𝑠 𝑒𝑛𝑐𝑙𝑜𝑠𝑒𝑑) (3) So, W = m 𝑊𝑠 (4) And, δ𝑊 = 𝛿𝑚 𝑊𝑠 (5) 21 Official (Closed) and Non-Sensitive Water Vapour Transfer & Shelf Life Since δ𝑊 = 𝛿𝑚 𝑊𝑠 By substituting into Eq (1), 𝛿𝑚𝑊𝑠 𝛿𝑡 𝛿𝑚𝑊𝑠 𝛿𝑡 = = 𝑑𝑚 𝑚𝑒 −𝑚 𝑃 𝑋 = 𝑃 𝑋 𝐴 𝐴( 𝑝𝑜 𝑏 𝑝𝑜 𝑚𝑒 𝑏 − 𝑝𝑜 𝑚 ) 𝑏 (6) ( 𝑚𝑒 − 𝑚) (7) 𝑃 𝐴 𝑝𝑜 𝑋 𝑊𝑠 𝑏 𝛿𝑡 (8) 22 Official (Closed) and Non-Sensitive Water Vapour Transfer & Shelf Life On integration, ln 𝑚𝑒 − 𝑚𝑖 𝑚𝑒 −𝑚 = 𝑃 𝐴 𝑝𝑜 𝑋 𝑊𝑠 𝑏 𝑡 (9) 𝑚𝑒 = 𝐸𝑞𝑢𝑖𝑙𝑏𝑖𝑟𝑢𝑚 𝑚𝑜𝑖𝑠𝑡𝑢𝑟𝑒 𝑐𝑜𝑛𝑡𝑒𝑛𝑡 𝑜𝑓 𝑓𝑜𝑜𝑑 𝑒𝑥𝑝𝑜𝑠𝑒𝑑 𝑡𝑜 𝑒𝑥𝑡𝑒𝑟𝑛𝑎𝑙 𝑝𝑎𝑐𝑘𝑎𝑔𝑒 𝑅𝐻 𝑚𝑖 = 𝐼𝑛𝑖𝑡𝑎𝑙 𝑚𝑜𝑖𝑠𝑡𝑢𝑟𝑒 𝑐𝑜𝑛𝑡𝑒𝑛𝑡 𝑜𝑓 𝑡ℎ𝑒 𝑓𝑜𝑜𝑑 𝑚 = 𝑚𝑜𝑖𝑠𝑡𝑢𝑟𝑒 𝑐𝑜𝑛𝑡𝑒𝑛𝑡 𝑜𝑓 𝑡ℎ𝑒 𝑓𝑜𝑜𝑑𝑠 𝑎𝑡 𝑡𝑖𝑚𝑒 𝑡 𝑝𝑜 = 𝑣𝑎𝑝𝑜𝑢𝑟 𝑝𝑟𝑒𝑠𝑠𝑢𝑟𝑒 𝑜𝑓 𝑝𝑢𝑟𝑒 𝑤𝑎𝑡𝑒𝑟 𝑎𝑡 𝑡ℎ𝑒 𝑠𝑡𝑜𝑟𝑎𝑔𝑒 𝑡𝑒𝑚𝑝𝑒𝑟𝑎𝑡𝑢𝑟𝑒 (𝑛𝑜𝑡 𝑡ℎ𝑒 𝑎𝑐𝑡𝑢𝑎𝑙 𝑣𝑎𝑝𝑜𝑢𝑟 𝑝𝑟𝑒𝑠𝑠𝑢𝑟𝑒 𝑜𝑢𝑡𝑠𝑖𝑑𝑒 𝑡ℎ𝑒 𝑝𝑎𝑐𝑘𝑎𝑔𝑒) If end of product shelf life is when m = 𝑚𝑐 (critical moisture content) and time = 𝜃𝑠 (shelf life), Eq (9) can be written as ln 𝑚 𝑒 − 𝑚𝑖 𝑚𝑒 −𝑚𝑐 = 𝑃 𝐴 𝑝𝑜 𝑋 𝑊𝑠 𝑏 𝜃𝑠 (10) 23 Official (Closed) and Non-Sensitive Water Vapour Transfer & Shelf Life Eq (10) is used for moisture gain in products while the following can be used for moisture loss: ln 𝑚 𝑖 − 𝑚𝑒 𝑚−𝑚𝑒 = 𝑃 𝐴 𝑝𝑜 𝑋 𝑊𝑠 𝑏 𝜃𝑠 (11) 𝑚𝑒 = 𝐸𝑞𝑢𝑖𝑙𝑏𝑖𝑟𝑢𝑚 𝑚𝑜𝑖𝑠𝑡𝑢𝑟𝑒 𝑐𝑜𝑛𝑡𝑒𝑛𝑡 𝑜𝑓 𝑓𝑜𝑜𝑑 𝑒𝑥𝑝𝑜𝑠𝑒𝑑 𝑡𝑜 𝑒𝑥𝑡𝑒𝑟𝑛𝑎𝑙 𝑝𝑎𝑐𝑘𝑎𝑔𝑒 𝑟𝑒𝑙𝑎𝑡𝑖𝑣𝑒 ℎ𝑢𝑚𝑖𝑑𝑡𝑦 𝑚𝑖 = 𝐼𝑛𝑖𝑡𝑎𝑙 𝑚𝑜𝑖𝑠𝑡𝑢𝑟𝑒 𝑐𝑜𝑛𝑡𝑒𝑛𝑡 𝑜𝑓 𝑡ℎ𝑒 𝑓𝑜𝑜𝑑 𝑚 = 𝑚𝑜𝑖𝑠𝑡𝑢𝑟𝑒 𝑐𝑜𝑛𝑡𝑒𝑛𝑡 𝑜𝑓 𝑡ℎ𝑒 𝑓𝑜𝑜𝑑𝑠 𝑎𝑡 𝑡𝑖𝑚𝑒 𝑡 𝑝𝑜 = 𝑣𝑎𝑝𝑜𝑢𝑟 𝑝𝑟𝑒𝑠𝑠𝑢𝑟𝑒 𝑜𝑓 𝑝𝑢𝑟𝑒 𝑤𝑎𝑡𝑒𝑟 𝑎𝑡 𝑡ℎ𝑒 𝑠𝑡𝑜𝑟𝑎𝑔𝑒 𝑡𝑒𝑚𝑝𝑒𝑟𝑎𝑡𝑢𝑟𝑒 (𝑛𝑜𝑡 𝑡ℎ𝑒 𝑎𝑐𝑡𝑢𝑎𝑙 𝑣𝑎𝑝𝑜𝑢𝑟 𝑝𝑟𝑒𝑠𝑠𝑢𝑟𝑒 𝑜𝑢𝑡𝑠𝑖𝑑𝑒 𝑡ℎ𝑒 𝑝𝑎𝑐𝑘𝑎𝑔𝑒) 𝑊𝑠 = 𝑤𝑒𝑖𝑔ℎ𝑡 𝑜𝑓 𝑑𝑟𝑦 𝑠𝑜𝑙𝑖𝑑𝑠 𝜃𝑠 = 𝑆ℎ𝑒𝑙𝑓 𝑙𝑖𝑓𝑒 Eq 10 & 11 are used to predict weight gain/loss and to predict shelf life for changes in packaging permeability, temp or RH, surface area : volume ratio of package or changes in initial moisture content of food 24 Official (Closed) and Non-Sensitive Relationship of 𝑚𝑖 , 𝑚𝑐 𝑎𝑛𝑑 𝑚𝑒 in biscuit Moisture Content Biscuit loss its crispiness to desirable level i.e. no longer acceptable 𝑚𝑒 𝑚𝑐 𝑚𝑖 Water Activity 𝑚𝑒 = 𝐸𝑞𝑢𝑖𝑙𝑏𝑖𝑟𝑢𝑚 𝑚𝑜𝑖𝑠𝑡𝑢𝑟𝑒 𝑐𝑜𝑛𝑡𝑒𝑛𝑡 𝑜𝑓 𝑓𝑜𝑜𝑑 𝑒𝑥𝑝𝑜𝑠𝑒𝑑 𝑡𝑜 𝑒𝑥𝑡𝑒𝑟𝑛𝑎𝑙 𝑝𝑎𝑐𝑘𝑎𝑔𝑒 𝑟𝑒𝑙𝑎𝑡𝑖𝑣𝑒 ℎ𝑢𝑚𝑖𝑑𝑡𝑦 𝑚𝑖 = 𝐼𝑛𝑖𝑡𝑎𝑙 𝑚𝑜𝑖𝑠𝑡𝑢𝑟𝑒 𝑐𝑜𝑛𝑡𝑒𝑛𝑡 𝑜𝑓 𝑡ℎ𝑒 𝑓𝑜𝑜𝑑 𝑚𝑐 = 𝐶𝑟𝑖𝑡𝑖𝑐𝑎𝑙 𝑚𝑜𝑖𝑠𝑡𝑢𝑟𝑒 𝑐𝑜𝑛𝑡𝑒𝑛𝑡 𝑜𝑓 𝑡ℎ𝑒 𝑓𝑜𝑜𝑑 𝑤ℎ𝑒𝑛 𝑒𝑛𝑑 𝑜𝑓 𝑠ℎ𝑒𝑙𝑓 𝑙𝑖𝑓𝑒 𝑖𝑠 𝑟𝑒𝑎𝑐ℎ𝑒𝑑 25 Official (Closed) and Non-Sensitive Example 1 ABC cornflake has an initial moisture content (𝑚𝑖 ) of 2.5%.It is found that when moisture content is 8%, the cornflake will loss its crispiness and become unacceptable. The moisture sorption isotherm (MSI) at 25℃ indicates that the equilibrium moisture content (𝑚𝑒 ) is 14.8%. Extension of the linear portion of the MSI shows that the pseudo-equilibrium moisture content of 𝑚𝑒′ is 11% and slope of the isotherm (b) is 0.147g 𝐻2 𝑂/g solids/unit 𝑎𝑤 . The cornflake with dry weight of 400 g is to be packed in 50 𝜇𝑚 of LDPE with dimension of 20 cm x 30cm. Determine the product shelf life if it is to be stored at 25℃ and 75% RH. Given: Vapour Pressure of pure water at 25℃ (𝑝𝑜 )= 2.3756 cm Hg WVTR of 50𝜇𝑚 LDPE at 25℃/75% RH = 8.0 g m-2 day-1 Vapour partial pressure difference across film (𝑝1 − 𝑝2 ) = 1.782 cm Hg 26 Official (Closed) and Non-Sensitive Example 1 ~ Answer 𝑚𝑖 = 2.5% 𝑚𝑐 = 8% 𝑚𝑒′ =11% 𝑊𝑠 = 400g b is 0.147g 𝐻2 𝑂/g solids/unit 𝑎𝑤 𝑝𝑜 at 25℃ = 2.3756 cm Hg WVTR of 50𝜇𝑚 LDPE at 25℃/75% RH = 8.0 g 𝐻2 𝑂 m-2 day-1 Vapour partial pressure difference across film (𝑝1 − 𝑝2 ) = 1.782 cm Hg Surface area = 20cm x 30cm = 0.2 m x 0.3 m = 0.06 m2 27 Official (Closed) and Non-Sensitive Example 1 ~ Answer 𝑃 𝑋 = ln 8 𝑔 𝐻2 𝑂 𝑚−2 𝑑𝑎𝑦 −1 1,782 𝑐𝑚𝐻𝑔 11−2.5 11 −8 = 4.49 g 𝐻2 𝑂 𝑚−2 𝑑𝑎𝑦 −1 (𝑐𝑚𝐻𝑔)-1 = 4.49 g 𝐻2 𝑂 𝑚 −2 𝑑𝑎𝑦 −1 −1 (𝑐𝑚 𝐻𝑔) × 0.06 𝑚2 400 𝑔 × 2.3756 𝑐𝑚 𝐻𝑔 0.147𝑔 𝐻2 𝑂 (𝑔 𝑠𝑜𝑙𝑖𝑑𝑠)−1 ln 2.83 = 0.011 day-1 𝜃𝑠 𝜃𝑠 = _______ days 28 𝜃𝑠 Official (Closed) and Non-Sensitive Example 2 A cookie with an initial moisture content (𝑚𝑖 ) of 1%.It is found that it will loss its crispiness when moisture content is 3.5%. The pseudo-equilibrium moisture content of 𝑚𝑒′ at 40℃ is 5% and slope of the isotherm (b) is 0.055 g 𝐻2 𝑂 (g solids)-1 (𝑢𝑛𝑖𝑡 𝑎𝑤 )-1. Determine the product shelf life if it is to be stored and distributed at 38℃ and 90% RH using an OPP package. Given: Weight of dry solids per packet (𝑊𝑠 ) = 500 g Surface area of OPP package (A) = 0.045 m2 Vapour Pressure of pure water at 38℃ (𝑝𝑜 )= 4.969 cm Hg WVTR of 25𝜇𝑚 OPP at 38℃/90% RH = 5.0 g 𝐻2 𝑂 m-2 day-1 Vapour partial pressure difference across film (𝑝1 − 𝑝2 ) =4.472 cm Hg 29 Official (Closed) and Non-Sensitive Example 2 ~ Answer 𝑚𝑖 = 1% 𝑚𝑐 = 3.5% 𝑚𝑒′ =5% 𝑊𝑠 = 500g A = 0.045 m2 𝑝𝑜 at 38℃ = 4.969 cm Hg WVTR of 25𝜇𝑚 OPP at 38℃/90% RH = 5.0 g 𝐻2 𝑂 m-2 day-1 Vapour partial pressure difference across film (𝑝1 − 𝑝2 ) = 4.472 cm Hg b = 0.055 g 𝐻2 𝑂 (g solids)-1 (unit 𝑎𝑤 )-1 𝑃 𝑋 = 5 𝑔 𝐻2 𝑂 𝑚−2 𝑑𝑎𝑦 −1 4.472 𝑐𝑚𝐻𝑔 =1.12 g 𝐻2 𝑂 𝑚−2 𝑑𝑎𝑦 −1 (𝑐𝑚𝐻𝑔)-1 30 Official (Closed) and Non-Sensitive Example 2 ~ Answer ln 5−1 5 −3.5 = 1.12 g 𝐻2 𝑂 𝑚 −2 𝑑𝑎𝑦 −1 (𝑐𝑚 𝐻𝑔) −1 × 0.045 𝑚2 500 𝑔 × 4.969 𝑐𝑚 𝐻𝑔 0.055𝑔 𝐻2 𝑂 (𝑔 𝑠𝑜𝑙𝑖𝑑𝑠)−1 𝜃𝑠 ln 2.67 = 9.1 x 10-3 day-1 𝜃𝑠 𝜃𝑠 = _______ days 31 Official (Closed) and Non-Sensitive Accelerated Shelf Life Testing (ASLT) Accelerated shelf life testing (ASLT) is commonly used to shorten the process in determining product shelf life It deliberately increases the rate of deterioration making the assumption that chemical kinetics can be applied to quantify the detrimental effects of extrinsic factors (e.g. temp, RH, gas and light) E.g. If storage temperature raised from 20 to 40℃, the shelf life test that originally take 1 year will be completed within 1-2 months Used to speed up the evaluation process on the effects of change in formulation/processing/packaging on product shelf life esp. shelf stable products 32 Official (Closed) and Non-Sensitive Accelerated Shelf Life Testing (ASLT) Due to problems associated with ASLT, the estimation of actual shelf life may sometimes be limited to simple reactions Hence, ASLT results are confirmed with shelf life testing under actual environmental conditions As ASLT is using temperature as the accelerating factor, it is more applicable to foods for temperate climates. In tropical, warehousing and transportation might result in temperature greater than 40℃ 33 Official (Closed) and Non-Sensitive Basic Principles Generally, foods deterioration mechanism follows either a zero (n=0) or first order (n=1) kinetics and in any given extent of deterioration the rate of constant is inversely proportional to time 𝑄10 approach can be used to estimate the effect of temperature on the product shelf life. Temperature quotient (𝑄10 ) is the ratio of the reaction rates between 2 temperature that is 10℃ apart 𝑄10 = 𝜃𝑆𝑇 𝜃𝑆𝑇 = shelf life at T℃ 𝜃𝑆𝑇+10 = Shelf life at (T + 10)℃ 𝜃𝑆𝑇+10 Advantage is the ability to extrapolate the results to normal storage conditions using the results from accelerated experimental shelf life trials 34 Official (Closed) and Non-Sensitive ASLT Procedures Below is the recommend procedure in designing the shelf life test: Identify the microbiological safety and quality parameter Determine Indices of failure (IoFs) and tests (e.g. microbial, sensory) to be conducted during trial. IoFs are quality attributes that indicates that the food is NOT acceptable by consumers. E.g. rancid flavour due to oxidation, loss of crispiness due to moisture ingress Select the package. Typically several packaging materials are tested in order to choose the most cost effective material 35 Official (Closed) and Non-Sensitive ASLT Procedures Select the extrinsic factors to be accelerated. Typical storage for ASLT procedures are shown below. Normally 2 test temp. are used Type of Food Test Temp (℃) Control (℃) Frozen -7, -11, -15 <-40 Chilled 5,10,15,20 0 25,30,35,40,45 -18 25,30,35,40 4 Dry and Intermediate moisture foods (IMF) Canned Source: Robertson, 2013 Determine duration of storage using the hypothetical shelf life plot or conduct open-ended ASLT (𝑄10 𝑣𝑎𝑙𝑢𝑒 𝑛𝑜𝑡 𝑘𝑛𝑜𝑤𝑛) using a minimum of 3 test temp 36 Official (Closed) and Non-Sensitive ASLT Procedures Determine test frequency. Can use the following to determine: ∆𝑇 𝑓2 = 𝑓1 𝑄10 10 𝑓1 = 𝑡𝑖𝑚𝑒 𝑏𝑒𝑡𝑤𝑒𝑒𝑛 𝑡𝑒𝑠𝑡𝑠 𝑎𝑡 ℎ𝑖𝑔ℎ𝑒𝑠𝑡 𝑡𝑒𝑠𝑡 𝑡𝑒𝑚𝑝 𝑇1 𝑓2 = 𝑡𝑖𝑚𝑒 𝑏𝑒𝑡𝑤𝑒𝑒𝑛 𝑡𝑒𝑠𝑡𝑠 𝑎𝑡 𝑎𝑛𝑦 𝑙𝑜𝑤𝑒𝑟 𝑡𝑒𝑚𝑝𝑒𝑟𝑎𝑡𝑢𝑟𝑒 𝑇2 ∆ 𝑇 = 𝑇𝑒𝑚𝑝 𝑑𝑖𝑓𝑓𝑒𝑟𝑒𝑛𝑐𝑒 𝑏𝑒𝑡𝑤𝑒𝑒𝑛 𝑇1 𝑎𝑛𝑑 𝑇2 Tabulate the total samples (including control) to be stored in each test condition Conduct ASLT and plot data whenever available Estimate shelf life and plot shelf life graph to estimate the potential shelf life under normal conditions 37 Official (Closed) and Non-Sensitive Problems Associated with ASLT Errors associated with sensory evaluation or analytical testing Change in phase (e.g. solid fat to liquid) as temp. increase that could accelerate certain reactions 2 reactions with different 𝑄10 might result in reaction with higher 𝑄10 to predominate at higher temperature which may be the other way under normal storage temperature 38 Official (Closed) and Non-Sensitive Problems Associated with ASLT Increase temp can cause Aw of dry foods to increase resulting in increase in reaction rate for products with low Aw inside sealed package Gas solubility (esp. oxygen in fat/water) decreases by approx. 25% for every 10℃ increase in temp Foods packed in low barrier package may have higher moisture loss if stored under high temp/low humidity chamber High temp. may cause protein denaturation which might increase/decrease reaction rate 39