{"id":216592,"date":"2026-05-04T11:44:12","date_gmt":"2026-05-04T15:44:12","guid":{"rendered":"https:\/\/www.hajim.rochester.edu\/senior-design-day\/?p=216592"},"modified":"2026-05-04T11:44:12","modified_gmt":"2026-05-04T15:44:12","slug":"emerald-empire-kodak","status":"publish","type":"post","link":"https:\/\/www.hajim.rochester.edu\/senior-design-day\/emerald-empire-kodak\/","title":{"rendered":"Emerald Empire (Kodak)"},"content":{"rendered":"\n

Factors Affecting\u00a0Pd\/C Catalyst Lifespan in a Continuous Reactor\u00a0<\/strong><\/h1>\n\n\n\n

Presented by Emerald Empire: Courtney Palmeri, Jensen Sminchak, Lorraine Tshamekang <\/h3>\n\n\n\n

Department of Chemical & Sustainability Engineering, University of Rochester<\/p>\n\n\n\n

Introduction<\/h1>\n\n\n\n

Kodak produces specialty chemicals and inks through batch manufacturing processes. One of the most fundamental transformations in chemical manufacturing is the preparation of aryl amines from nitroarenes via catalytic hydrogenation using noble metal catalysts such as palladium on carbon (Pd\/C). This project focuses on transitioning the Pd\/C-catalyzed hydrogenation of\u00a0p<\/em>-nitrotoluene to\u00a0p<\/em>-toluidine from a batch to a continuous process.\u00a0The continuous process developed by Group Shadow Shutter (2024) served as the foundation for this work. The goal of this project is to\u00a0identify the key factors influencing catalyst lifespan and reaction conversion while building a\u00a0continuous\u00a0reactor design exploring the optimal operating conditions.\u00a0<\/p>\n\n\n

\n
\"\"
Figure 1<\/strong>: Hydrogenation of p-<\/em>nitrotoluene to p-<\/em>toluidine reaction<\/figcaption><\/figure>\n<\/div>\n\n\n

Methodology<\/h1>\n\n\n\n

The continuous reactor was built to carry out the three following investigations on the reaction conversion and catalyst lifetime:<\/p>\n\n\n\n

1. Phase #1<\/strong>: Test the effect of oscillation frequency on the reaction conversion<\/p>\n\n\n\n

2.Phase #2<\/strong>: Perform a design of experiments to test the effect of acetic acid concentration and catalyst mass on the reaction conversion<\/p>\n\n\n\n

<\/td>1.6 g Pd\/C<\/td>4.3 g Pd\/C<\/td><\/tr>
1 equivalent of acetic acid<\/td><\/td><\/td><\/tr>
4 equivalents of acetic acid<\/td><\/td><\/td><\/tr><\/tbody><\/table>
Table 1<\/strong>: Design of Experiments to test catalyst mass and acetic acid concentration on conversion<\/figcaption><\/figure>\n\n\n\n

3.Phase #3<\/strong>: Test the catalyst lifetime under the best reaction conversion conditions from the previous two phases<\/p>\n\n\n\n

To investigate each of these phases, the concentration of samples taken throughout each trial were determined using High Performance Liquid Chromatography (HPLC).<\/p>\n\n\n

\n
\"\"
Figure 2<\/strong>: Sample HPLC Chromatogram<\/figcaption><\/figure>\n<\/div>\n\n\n

The following data analysis framework was used to calculate the conversion of each trial.<\/p>\n\n\n

\n
\"\"
Figure 3<\/strong>: General analysis framework to determine the conversion of samples from the reactor<\/figcaption><\/figure>\n<\/div>\n\n\n

Design & Build<\/h1>\n\n\n
\n
\"\"
Figure 4<\/strong>: P&ID of reactor system<\/figcaption><\/figure>\n<\/div>\n\n
\n
\"\"
Figure 5<\/strong> (a) & (b): Photo of final reactor setup used for all experiments and Visualization of catalyst suspension & heating<\/figcaption><\/figure>\n<\/div>\n\n\n

Oscillation Frequency Results<\/h1>\n\n\n
\n
\"\"
Figure 6 (a) & (b): (a) Catalyst performance with no catalyst oscillation vs oscillation and (b) Demonstrates the effect of oscillation frequency on the average reaction conversion<\/figcaption><\/figure>\n<\/div>\n\n\n

Design of Experiment Results<\/h1>\n\n\n
\n
\"\"
Figure 9<\/strong> (a) & (b): (a) Main effects & (b) Interaction plot of DoE on average conversion<\/figcaption><\/figure>\n<\/div>\n\n
\n
\"\"
Figure 10: Pareto chart to assess the significance of the effects of the acetic acid concentration and catalyst mass on the reaction conversion<\/figcaption><\/figure>\n<\/div>\n\n
\n
\"\"
Figure 11<\/strong> (a) & (b): Effect of (a) catalyst mass and (b) acetic acid concentration on catalyst productivity<\/figcaption><\/figure>\n<\/div>\n\n\n

Operating Conditions & Catalyst Lifespan<\/h1>\n\n\n
\n
\"\"
Figure 1<\/strong>2: Overall reactor conversion over time<\/figcaption><\/figure>\n<\/div>\n\n\n
Variable<\/td>T-Test<\/td>P-Test<\/td><\/tr>
Oscillation<\/td>2.22<\/td>0.04<\/td><\/tr>
Catalyst Mass<\/td>3.84<\/td>0.0017<\/td><\/tr>
Acetic Acid<\/td>-0.037<\/td>0.97<\/td><\/tr><\/tbody><\/table>
Table 2<\/strong>: Statistical tests performed on factors tested<\/figcaption><\/figure>\n\n\n\n

\u2022Oscillation increased conversion by 27% (p = 0.04)<\/p>\n\n\n\n

\u2022Increased catalyst mass showed the strongest effect on catalyst productivity (t = 3.84, p = 0.0017)<\/p>\n\n\n\n

\u2022Acetic acid equivalence was not significant (p = 0.97), indicating mass transfer and active site availability dominate performance <\/p>\n\n\n\n

Conclusions & Future Work<\/h1>\n\n\n\n

A continuous reactor system with PI temperature control and catalyst oscillation was successfully designed and operated to improve mixing, mass transfer, and catalyst performance. A design of experiments evaluating flow rate, oscillation rate, and catalyst loading identified oscillation as a key factor in enhancing conversion and catalyst lifespan.<\/p>\n\n\n\n

\u2022Optimized operating conditions<\/strong>: 58 \u00b0C reactor temperature, 2 mL\/min flow rate, 5 \u00b0C condenser temperature, and 70 RPM oscillation<\/p>\n\n\n\n

\u2022Optimized feed recipe<\/strong>: 0.45 M p-nitrotoluene, 1 equivalent acetic acid, and 4 equivalents ammonium formate with ~4 wt% Pd\/C (0.04 wt% Pd)<\/p>\n\n\n\n

\u2022The Cost Model <\/strong>developed links key variables to operating costs and profit.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u2022Future work <\/strong>includes investigating methods to increase reaction conversion and catalyst deactivation (such as catalyst surface site analysis), exploring increased residence time of the reactants, and developing a more thorough cost model<\/p>\n\n\n\n

Acknowledgements<\/h1>\n\n\n\n

We would like to thank Professors Lawton, Juba, Kelly and Griffin, and Clair Cunningham and Mason Garlatti for their help and mentorship. We are grateful to our sponsor, Dr. Cleary and to Jeffrey Leffler for the oscillation system. We would also like to thank the Department of Chemical and Sustainability Engineering. <\/p>\n","protected":false},"excerpt":{"rendered":"

Factors Affecting\u00a0Pd\/C Catalyst Lifespan in a Continuous Reactor\u00a0 Presented by Emerald Empire: Courtney Palmeri, Jensen Sminchak, Lorraine Tshamekang Department of Chemical & Sustainability Engineering, University of Rochester Introduction Kodak produces…<\/p>\n","protected":false},"author":18842,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[4452,4482],"tags":[],"coauthors":[23942,25162,25172],"class_list":["post-216592","post","type-post","status-publish","format-standard","hentry","category-current-year","category-che"],"acf":[],"yoast_head":"\nEmerald Empire (Kodak) - Senior Design Day<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/emerald-empire-kodak\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Emerald Empire (Kodak) - Senior Design Day\" \/>\n<meta property=\"og:description\" content=\"Factors Affecting\u00a0Pd\/C Catalyst Lifespan in a Continuous Reactor\u00a0 Presented by Emerald Empire: Courtney Palmeri, Jensen Sminchak, Lorraine Tshamekang Department of Chemical & Sustainability Engineering, University of Rochester Introduction Kodak produces…\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/emerald-empire-kodak\/\" \/>\n<meta property=\"og:site_name\" content=\"Senior Design Day\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-04T15:44:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/05\/image-115-1200x580.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"580\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Courtney Palmeri, Jensen Sminchak, Lorraine Tshamekang\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Courtney Palmeri, Jensen Sminchak, Lorraine Tshamekang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/emerald-empire-kodak\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/emerald-empire-kodak\\\/\"},\"author\":{\"name\":\"Courtney Palmeri\",\"@id\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/#\\\/schema\\\/person\\\/6659709bb7ddc0ac90c023ffb89bcbd8\"},\"headline\":\"Emerald Empire (Kodak)\",\"datePublished\":\"2026-05-04T15:44:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/emerald-empire-kodak\\\/\"},\"wordCount\":658,\"image\":{\"@id\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/emerald-empire-kodak\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/image-115-1024x310.png\",\"articleSection\":[\"1. 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